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a/examples/demos/streamlit/CLIPForZeroShotClassification/requirements.txt b/examples/demos/streamlit/CLIPForZeroShotClassification/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/CLIPForZeroShotClassification/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/CLIPForZeroShotClassification/streamlit_app.py b/examples/demos/streamlit/CLIPForZeroShotClassification/streamlit_app.py new file mode 100644 index 00000000000000..713da3b7e8d220 --- /dev/null +++ b/examples/demos/streamlit/CLIPForZeroShotClassification/streamlit_app.py @@ -0,0 +1,124 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model, labels): + + image_assembler = ImageAssembler() \ + .setInputCol("image") \ + .setOutputCol("image_assembler") + + imageClassifier = CLIPForZeroShotClassification \ + .pretrained() \ + .setInputCols(["image_assembler"]) \ + .setOutputCol("label") \ + .setCandidateLabels(labels) + + pipeline = Pipeline(stages=[ + image_assembler, + imageClassifier, + ]) + + return pipeline + +def fit_data(pipeline, data): + + model = pipeline.fit(data) + light_pipeline = LightPipeline(model) + annotations_result = light_pipeline.fullAnnotateImage(data) + pharsed_result = (lambda data: data[data.find("a photo of a"):].split(",")[0] if "a photo of a" in data else "Not found")(str(annotations_result[0]['label'])) + return pharsed_result + +def save_uploadedfile(uploadedfile): + filepath = os.path.join(IMAGE_FILE_PATH, uploadedfile.name) + with open(filepath, "wb") as f: + if hasattr(uploadedfile, 'getbuffer'): + f.write(uploadedfile.getbuffer()) + else: + f.write(uploadedfile.read()) + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="CLIPForZeroShotClassification for Zero Shot Classification", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("CLIPForZeroShotClassification for Zero Shot Classification") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) +model = st.sidebar.selectbox("Choose the pretrained model", ['CLIPForZeroShotClassification'], help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link = """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +IMAGE_FILE_PATH = "/content/CLIPForZeroShotClassification/input" +image_files = sorted([file for file in os.listdir(IMAGE_FILE_PATH) if file.split('.')[-1]=='png' or file.split('.')[-1]=='jpg' or file.split('.')[-1]=='JPEG' or file.split('.')[-1]=='jpeg']) + +st.subheader("Summarize text to make it shorter while retaining meaning.") + +img_options = st.selectbox("Select an image", image_files) +uploadedfile = st.file_uploader("Try it for yourself!") + +if uploadedfile: + file_details = {"FileName":uploadedfile.name,"FileType":uploadedfile.type} + save_uploadedfile(uploadedfile) + selected_image = f"{IMAGE_FILE_PATH}/{uploadedfile.name}" +elif img_options: + selected_image = f"{IMAGE_FILE_PATH}/{img_options}" + +candidateLabels = [ + "a photo of a bird", + "a photo of a cat", + "a photo of a dog", + "a photo of a hen", + "a photo of a hippo", + "a photo of a room", + "a photo of a tractor", + "a photo of an ostrich", + "a photo of an ox"] + +lables = st.multiselect("Select labels", candidateLabels, default=candidateLabels) + +st.subheader('Classified Image') + +image_size = st.slider('Image Size', 400, 1000, value=400, step = 100) + +try: + st.image(f"{IMAGE_FILE_PATH}/{selected_image}", width=image_size) +except: + st.image(selected_image, width=image_size) + +st.subheader('Classification') + +Pipeline = create_pipeline(model, lables) +output = fit_data(Pipeline, selected_image) + +st.markdown(f'This document has been classified as : **{output}**') \ No newline at end of file diff --git a/examples/demos/streamlit/Question Answering Closed Book/images/jsl_logo_icon.png b/examples/demos/streamlit/Question Answering Closed Book/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Question Answering Closed Book/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Question Answering Closed Book/images/logo.png b/examples/demos/streamlit/Question Answering Closed Book/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Question Answering Closed Book/images/logo.png differ diff --git a/examples/demos/streamlit/Question Answering Closed Book/requirements.txt b/examples/demos/streamlit/Question Answering Closed Book/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Question Answering Closed Book/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Question Answering Closed Book/streamlit_app.py b/examples/demos/streamlit/Question Answering Closed Book/streamlit_app.py new file mode 100644 index 00000000000000..4dedc724ce6d6d --- /dev/null +++ b/examples/demos/streamlit/Question Answering Closed Book/streamlit_app.py @@ -0,0 +1,103 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import pandas as pd +import numpy as np + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document_assembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("documents") + + sentence_detector = SentenceDetectorDLModel\ + .pretrained("sentence_detector_dl", "en")\ + .setInputCols(["documents"])\ + .setOutputCol("questions") + + t5 = T5Transformer()\ + .pretrained("google_t5_small_ssm_nq")\ + .setTask('trivia question:')\ + .setInputCols(["questions"])\ + .setOutputCol("answers") + + qa_pp = Pipeline(stages=[document_assembler, sentence_detector, t5]) + + return qa_pp + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['answers'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Automatically Answer Questions", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.title("Automatically Answer Questions (Closed Book)") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["google_t5_small_ssm_nq"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Who is Clark Kent?", + "Which is the capital of Bulgaria ?", + "Which country tops the annual global democracy index compiled by the economist intelligence unit?", + "In which city is the Eiffel Tower located?", + "Who is the founder of Microsoft?" +] + +st.subheader("Automatically generate answers to questions without context") + +selected_text = st.selectbox('Select an Example:', examples) +custom_input = st.text_input('Try it yourself!') + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +st.subheader('Prediction') +st.write(output) \ No newline at end of file diff --git a/examples/demos/streamlit/Question Answering Open Book/images/jsl_logo_icon.png b/examples/demos/streamlit/Question Answering Open Book/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Question Answering Open Book/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Question Answering Open Book/images/logo.png b/examples/demos/streamlit/Question Answering Open Book/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Question Answering Open Book/images/logo.png differ diff --git a/examples/demos/streamlit/Question Answering Open Book/requirements.txt b/examples/demos/streamlit/Question Answering Open Book/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Question Answering Open Book/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Question Answering Open Book/streamlit_app.py b/examples/demos/streamlit/Question Answering Open Book/streamlit_app.py new file mode 100644 index 00000000000000..70a94ed10fe924 --- /dev/null +++ b/examples/demos/streamlit/Question Answering Open Book/streamlit_app.py @@ -0,0 +1,104 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import pandas as pd +import numpy as np + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document_assembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("documents") + + t5 = T5Transformer() \ + .pretrained(model) \ + .setTask("question:")\ + .setMaxOutputLength(200)\ + .setInputCols(["documents"]) \ + .setOutputCol("answers") + + t5_pp = Pipeline(stages=[ document_assembler, + t5]) + return t5_pp + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['answers'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Automatically Answer Questions", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.title("Automatically Answer Questions (Open Book)") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["t5_small"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = { + """What does increased oxygen concentrations in the patient’s lungs displace?""": """Hyperbaric (high-pressure) medicine uses special oxygen chambers to increase the partial pressure of O 2 around the patient and, when needed, the medical staff. Carbon monoxide poisoning, gas gangrene, and decompression sickness (the ’bends’) are sometimes treated using these devices. Increased O 2 concentration in the lungs helps to displace carbon monoxide from the heme group of hemoglobin. Oxygen gas is poisonous to the anaerobic bacteria that cause gas gangrene, so increasing its partial pressure helps kill them. Decompression sickness occurs in divers who decompress too quickly after a dive, resulting in bubbles of inert gas, mostly nitrogen and helium, forming in their blood. Increasing the pressure of O 2 as soon as possible is part of the treatment.""", + """What category of game is Legend of Zelda: Twilight Princess?""": """The Legend of Zelda: Twilight Princess (Japanese: ゼルダの伝説 トワイライトプリンセス, Hepburn: Zeruda no Densetsu: Towairaito Purinsesu?) is an action-adventure game developed and published by Nintendo for the GameCube and Wii home video game consoles. It is the thirteenth installment in the The Legend of Zelda series. Originally planned for release on the GameCube in November 2005, Twilight Princess was delayed by Nintendo to allow its developers to refine the game, add more content, and port it to the Wii. The Wii version was released alongside the console in North America in November 2006, and in Japan, Europe, and Australia the following month. The GameCube version was released worldwide in December 2006.""", + """Who is founder of Alibaba Group?""": """Alibaba Group founder Jack Ma has made his first appearance since Chinese regulators cracked down on his business empire. His absence had fuelled speculation over his whereabouts amid increasing official scrutiny of his businesses. The billionaire met 100 rural teachers in China via a video meeting on Wednesday, according to local government media. Alibaba shares surged 5% on Hong Kong's stock exchange on the news.""", + """For what instrument did Frédéric write primarily for?""": """Frédéric François Chopin (/ˈʃoʊpæn/; French pronunciation: ​[fʁe.de.ʁik fʁɑ̃.swa ʃɔ.pɛ̃]; 22 February or 1 March 1810 – 17 October 1849), born Fryderyk Franciszek Chopin,[n 1] was a Polish and French (by citizenship and birth of father) composer and a virtuoso pianist of the Romantic era, who wrote primarily for the solo piano. He gained and has maintained renown worldwide as one of the leading musicians of his era, whose "poetic genius was based on a professional technique that was without equal in his generation." Chopin was born in what was then the Duchy of Warsaw, and grew up in Warsaw, which after 1815 became part of Congress Poland. A child prodigy, he completed his musical education and composed his earlier works in Warsaw before leaving Poland at the age of 20, less than a month before the outbreak of the November 1830 Uprising.""", + """The most populated city in the United States is which city?""": """New York—often called New York City or the City of New York to distinguish it from the State of New York, of which it is a part—is the most populous city in the United States and the center of the New York metropolitan area, the premier gateway for legal immigration to the United States and one of the most populous urban agglomerations in the world. A global power city, New York exerts a significant impact upon commerce, finance, media, art, fashion, research, technology, education, and entertainment, its fast pace defining the term New York minute. Home to the headquarters of the United Nations, New York is an important center for international diplomacy and has been described as the cultural and financial capital of the world.""" +} + +selected_text = st.selectbox('Select an Example:', list(examples.keys())) +st.subheader('Try it yourself!') +custom_input_question = st.text_input('Create a question') +custom_input_context = st.text_input("Create it's context") + +custom_examples = {} + +st.subheader('Selected Text') + +if custom_input_question and custom_input_context: + custom_examples[custom_input_question] = custom_input_context + selected_text = [f'"""{next(iter(custom_examples))}""" """context:{custom_examples[next(iter(custom_examples))]}"""'] + st.markdown(f"**Text:** {custom_input_question}") + st.markdown(f"**Context:** {custom_input_context}") +elif selected_text: + st.markdown(f"**Text:** {selected_text}") + st.markdown(f"**Context:** {examples[selected_text]}") + selected_text = [f'"""{selected_text}""" """context:{examples[selected_text]}"""'] + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +st.subheader('Prediction') +st.write(output) \ No newline at end of file diff --git a/examples/demos/streamlit/README.md b/examples/demos/streamlit/README.md new file mode 100644 index 00000000000000..4cfab7cdd7f1a4 --- /dev/null +++ b/examples/demos/streamlit/README.md @@ -0,0 +1,69 @@ +# Spark NLP Demos + +This is the directory for examples on how to use Spark NLP demos in [Google colab](https://colab.google) + +## Available demos + +* CLIPForZeroShotClassification +* Question Answering Closed Book +* Question Answering Open Book +* Sentence Detector +* Sentence Grammer +* Sentence Similarity +* Sentiment Cyber Bullying +* Sentiment DA +* Sentiment DE +* Sentiment EN Emotion +* Sentiment EN Finance +* Sentiment EN Sarcasm +* Sentiment EN Toxic +* Sentiment EN +* Sentiment FR +* Sentiment SW +* Sentiment TR +* Sentiment UR +* Sentiment VI +* Speech Recognition +* Speech recognition with whisper +* Spell Checker EN +* StopWords African +* StopWords East Asain +* StopWords European +* StopWords Indiand +* StopWords Middle Eastern +* T5 Active Passive +* T5 Formal Informal +* T5 Grammer +* T5 Linguistic +* T5 SQL +* Text Finder EN +* Text Preprocessing +* Text Summarization +* Text summarization with BART +* Translation Marian +* Typo Detector +* VIT Image Classification + +## Quick Start + +This is a quick example of how to run Spark NLP demos on Colab + +### Select and run! + +Open our [colab notebook for select and run demos](https://github.com/JohnSnowLabs/spark-nlp/tree/master/examples/demos/streamlit/run_demos.ipynb) and follow the instructions with in! + + + +### local upload + +Download the demo you want to run from our repo [here](https://github.com/JohnSnowLabs/spark-nlp/tree/master/examples/demos/streamlit) + +Open our [colab notebook for demos](https://github.com/JohnSnowLabs/spark-nlp/tree/master/examples/demos/streamlit/run_streamlit_demos.ipynb) and drop the zip in! + + + + +And just run the notebook, and follow the instructions with in! + + +Enjoy the demo! diff --git a/examples/demos/streamlit/Sentence Detector/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentence Detector/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentence Detector/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentence Detector/images/logo.png b/examples/demos/streamlit/Sentence Detector/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentence Detector/images/logo.png differ diff --git a/examples/demos/streamlit/Sentence Detector/requirements.txt b/examples/demos/streamlit/Sentence Detector/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentence Detector/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentence Detector/streamlit_app.py b/examples/demos/streamlit/Sentence Detector/streamlit_app.py new file mode 100644 index 00000000000000..105ad8098e07a8 --- /dev/null +++ b/examples/demos/streamlit/Sentence Detector/streamlit_app.py @@ -0,0 +1,102 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documenter = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + sentencerDL = SentenceDetectorDLModel\ + .pretrained("sentence_detector_dl", "en") \ + .setInputCols(["document"]) \ + .setOutputCol("sentences") + + sd_pipeline = PipelineModel(stages=[documenter, sentencerDL]) + + return sd_pipeline + +def fit_data(pipeline, data): + model = LightPipeline(pipeline) + results = model.fullAnnotate(data)[0] + return results + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Detect sentences in text", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.title("Detect sentences in text") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["sentence_detector_dl"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Brexit: U.K to ban more EU citizens with criminal records. In a recent Home Office meeting a consensus has been made to tighten border policies. However a no-deal Brexit could make it harder to identify foreign criminals; With the U.K in a transition period since it formally left the EU in January, an EU citizen can currently only be refused entry if they present a genuine, present and serious threat.", + """Harry Harding on the US, China, and a ‘Cold War 2.0’. “Calling it a second Cold War is misleading, but to deny that it’s a Cold War is also disingenuous.”, Harding is a specialist on Asia and U.S.-Asian relations. His major publications include Organizing China: The Problem of Bureaucracy, 1949-1966.The phrase “new Cold War” is an example of the use of analogies in understanding the world.The world is a very complicated place.People like to find ways of coming to a clearer and simpler understanding.""", + "Tesla’s latest quarterly numbers beat analyst expectations on both revenue and earnings per share, bringing in $8.77 billion in revenues for the third quarter.That’s up 39% from the year-ago period.Wall Street had expected $8.36 billion in revenue for the quarter, according to estimates published by CNBC. Revenue grew 30% year-on-year, something the company attributed to substantial growth in vehicle deliveries, and operating income also grew to $809 million, showing improving operating margins to 9.2%.", + "2020 is another year that is consistent with a rapidly changing Arctic.Without a systematic reduction in greenhouse gases, the likelihood of our first ‘ice-free’ summer will continue to increase by the mid-21st century;It is already well known that a smaller ice sheet means less of a white area to reflect the sun’s heat back into space. But this is not the only reason the Arctic is warming more than twice as fast as the global average", + "HBR: The world is changing in rapid, unprecedented ways, but one thing remains certain: as businesses look to embed lessons learned in recent months and to build enterprise resilience for the future, they are due for even more transformation.As such, most organizations are voraciously evaluating existing and future technologies to see if they’ll be able to deliver the innovation at scale that they’ll need to survive and thrive.However, technology should not be central to these transformation efforts; people should." +] + +st.subheader("Detect sentences from general purpose text documents using a deep learning model capable of understanding noisy sentence structures.") + +selected_text = st.selectbox("Select a sample Tweet", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +st.subheader('Detected Sentences') + +import pandas as pd + +data = [{ + 'begin': sentence.begin, + 'end': sentence.end, + 'result': sentence.result +} for sentence in output['sentences']] + +df = pd.DataFrame(data) +st.table(df) diff --git a/examples/demos/streamlit/Sentence Grammer/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentence Grammer/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentence Grammer/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentence Grammer/images/logo.png b/examples/demos/streamlit/Sentence Grammer/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentence Grammer/images/logo.png differ diff --git a/examples/demos/streamlit/Sentence Grammer/requirements.txt b/examples/demos/streamlit/Sentence Grammer/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentence Grammer/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentence Grammer/streamlit_app.py b/examples/demos/streamlit/Sentence Grammer/streamlit_app.py new file mode 100644 index 00000000000000..2e71800031a66e --- /dev/null +++ b/examples/demos/streamlit/Sentence Grammer/streamlit_app.py @@ -0,0 +1,99 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("documents") + + t5 = T5Transformer.pretrained(model) \ + .setTask("gec:") \ + .setInputCols(["documents"]) \ + .setMaxOutputLength(200) \ + .setOutputCol("corrections") + + pipeline = Pipeline().setStages([documentAssembler, t5]) + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['corrections'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Sentence Grammar", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.title("Evaluate Sentence Grammar") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["t5_grammar_error_corrector"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Anna and Mike is going skiing and they is liked is", + "Anna and Mike like to dance", + "the pond froze solid .", + "they made him to exhaustion .", + "bill floated into the cave .", + "the parcel reached john .", + "john tries to meet often mary .", + "whose book did you find ?" +] + +st.subheader("Classify a sentence as grammatically correct or incorrect.") + +selected_text = st.selectbox("Select a sample Tweet", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +st.subheader('Prediction') +st.write(output) + diff --git a/examples/demos/streamlit/Sentence Similarity/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentence Similarity/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentence Similarity/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentence Similarity/images/logo.png b/examples/demos/streamlit/Sentence Similarity/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentence Similarity/images/logo.png differ diff --git a/examples/demos/streamlit/Sentence Similarity/requirements.txt b/examples/demos/streamlit/Sentence Similarity/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentence Similarity/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentence Similarity/streamlit_app.py b/examples/demos/streamlit/Sentence Similarity/streamlit_app.py new file mode 100644 index 00000000000000..e7fc23eee701cf --- /dev/null +++ b/examples/demos/streamlit/Sentence Similarity/streamlit_app.py @@ -0,0 +1,153 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import pandas as pd +import numpy as np + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document_assembler = DocumentAssembler() + document_assembler.setInputCol('text') + document_assembler.setOutputCol('document') + + # Separates the text into individual tokens (words and punctuation). + tokenizer = Tokenizer() + tokenizer.setInputCols(['document']) + tokenizer.setOutputCol('token') + + # Encodes the text as a single vector representing semantic features. + sentence_encoder = UniversalSentenceEncoder.pretrained(model) + sentence_encoder.setInputCols(['document']) + sentence_encoder.setOutputCol('sentence_embeddings') + + nlp_pipeline = Pipeline(stages=[ + document_assembler, + tokenizer, + sentence_encoder + ]) + + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = nlp_pipeline.fit(empty_df) + light_pipeline = LightPipeline(pipeline_model) + return light_pipeline + +# def fit_data(pipeline, data): +# empty_df = spark.createDataFrame([['']]).toDF('text') +# pipeline_model = pipeline.fit(empty_df) +# model = LightPipeline(pipeline_model) +# results = model.fullAnnotate(data)[0] + +# return results['sentence_embeddings'][0].result + +def get_similarity(light_pipeline, input_list): + df = spark.createDataFrame(pd.DataFrame({'text': input_list})) + result = light_pipeline.transform(df) + embeddings = [] + for r in result.collect(): + embeddings.append(r.sentence_embeddings[0].embeddings) + embeddings_matrix = np.array(embeddings) + return np.matmul(embeddings_matrix, embeddings_matrix.transpose()) + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Detect similar sentences", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.title("Detect similar sentences") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["tfhub_use" , "tfhub_use_lg"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +sentences = [ + "Sign up for our mailing list to get free offers and updates about our products!", + "Subscribe to notifications to receive information about discounts and new offerings.", + "Send in your information for a chance to win big in our Summer Sweepstakes!", + "After filling out this form, you will receive a confirmation email to complete your signup.", + "It was raining, so I waited beneath the balcony outside the cafe.", + "I stayed under the deck of the cafe because it was rainy outside.", + "I like the cafe down the street because it's not too loud in there.", + "The coffee shop near where I live is quiet, so I like to go there.", + "Web traffic analysis shows that most Internet users browse on mobile nowadays.", + "The analytics show that modern web users mostly use their phone instead of their computers." +] + +st.subheader("Automatically compute the similarity between two sentences using Spark NLP Universal Sentence Embeddings or T5 Transformer.") + + +col1, col2 = st.columns(2) +with col1: + sentence1 = st.selectbox('First sentence to compare', sentences) +with col2: + sentence2 = st.selectbox('Second sentence to compare', sentences) + +st.subheader("Try it for yourself!") +col1, col2 = st.columns(2) +with col1: + custom_sentence1 = st.text_input('First sentence') +with col2: + custom_sentence2 = st.text_input('Second sentence') + +if custom_sentence1 and custom_sentence2: + selected_list = [custom_sentence1, custom_sentence2] +elif sentence1 and sentence2: + selected_list = [sentence1, sentence2] + +st.subheader('Selected Text') + +st.write(f"1: {selected_list[0]}") +st.write(f"2: {selected_list[1]}") + +Pipeline = create_pipeline(model) +output = get_similarity(Pipeline, selected_list) + +st.subheader('Prediction') + +num1 = output[0][0] +num2 = output[0][1] + +similarity = round((min(num1, num2) / max(num1, num2)) * 100) + +if similarity == 100: + similarity_str = "identical" +elif similarity >= 80: + similarity_str = "very similar" +elif similarity >= 60: + similarity_str = "similar" +elif similarity >= 40: + similarity_str = "somewhat similar" +else: + similarity_str = "not similar" +st.markdown(f'Detected similarity: **{similarity}%**') +st.markdown(f'These sentences are **{similarity_str}**.') \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment Cyber Bullying/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment Cyber Bullying/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment Cyber Bullying/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment Cyber Bullying/images/logo.png b/examples/demos/streamlit/Sentiment Cyber Bullying/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment Cyber Bullying/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment Cyber Bullying/requirements.txt b/examples/demos/streamlit/Sentiment Cyber Bullying/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment Cyber Bullying/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment Cyber Bullying/streamlit_app.py b/examples/demos/streamlit/Sentiment Cyber Bullying/streamlit_app.py new file mode 100644 index 00000000000000..fa005ec9d28909 --- /dev/null +++ b/examples/demos/streamlit/Sentiment Cyber Bullying/streamlit_app.py @@ -0,0 +1,107 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + use = UniversalSentenceEncoder.pretrained()\ + .setInputCols(["document"])\ + .setOutputCol("sentence_embeddings") + + + sentimentdl = ClassifierDLModel.pretrained(model)\ + .setInputCols(["sentence_embeddings"])\ + .setOutputCol("sentiment") + + nlpPipeline = Pipeline(stages = [documentAssembler, use, sentimentdl]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['sentiment'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Detect cyberbullying in tweets", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Detect cyberbullying in tweets") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["classifierdl_use_cyberbullying"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "@CALMicC he kept me informed on stuff id missed and seemed ok. I liked him.", + "@AMohedin Okay, we have women being physically inferior and the either emotionally or mentally inferior in some way.", + "@LynnMagic people think that implying association via follow is a bad thing. but it's shockingly accurate.", + "@Rayandawlah_ @_Jihad10 These days might and honor come from science, technology, humanitarianism. Which is why Muslims won't get any.", + "Stay outve Congress and we have a deal. @jacobkramer17 Call me sexist bt the super bowl should b guys only no women are allowed n th stadium", + "I'm looking for a few people to help with @ggautoblocker's twitter. Log & categorize mentions as support requests/abusive/positive tweets.", + "@geeky_zekey Thanks for showing again that blacks are the biggest racists. Blocked", + """@ListenToRaisin No question. Feminists have the media. Did you see any mention of Clem Fords OPEN bigotry, etc? Nope. "Narrative" is all.""", + "RT @EBeisner @ahall012 I agree with you!! I would rather brush my teeth with sandpaper then watch football with a girl!!", + "@hibach8 But it is a lie. The religion is a disgusting, terrorist, hate mongering piece of filth. That has nothing to do with individuals." +] + +st.subheader("Identify Racism, Sexism or Neutral tweets using our pretrained emotions detector.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output.lower() in ['neutral', 'normal']: + st.markdown("""

This seems like a {} tweet. 😃

""".format(output), unsafe_allow_html=True) +elif output.lower() in ['racism', 'sexism']: + st.markdown("""

This seems like a {} tweet. 🤬

""".format(output), unsafe_allow_html=True) \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment DA/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment DA/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment DA/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment DA/images/logo.png b/examples/demos/streamlit/Sentiment DA/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment DA/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment DA/requirements.txt b/examples/demos/streamlit/Sentiment DA/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment DA/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment DA/streamlit_app.py b/examples/demos/streamlit/Sentiment DA/streamlit_app.py new file mode 100644 index 00000000000000..2c75709c8f1534 --- /dev/null +++ b/examples/demos/streamlit/Sentiment DA/streamlit_app.py @@ -0,0 +1,110 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + embeddings = BertSentenceEmbeddings\ + .pretrained('labse', 'xx') \ + .setInputCols(["document"])\ + .setOutputCol("sentence_embeddings") + + sentimentClassifier = ClassifierDLModel.pretrained("classifierdl_bert_sentiment", "es") \ + .setInputCols(["sentence_embeddings"]) \ + .setOutputCol("class_") + + nlpPipeline = Pipeline( + stages=[ + document, + embeddings, + sentimentClassifier]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['class_'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Analyze sentiment in Spanish texts", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Danish Sentiment Analysis") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["bert_sequence_classifier_sentiment"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Hr.formand, kære kommissær og kære kolleger, jeg vil starte med at sige Hr.Rapkay tak for en god betænkning og et godt samarbejde.", + "Protester over hele landet ledet af utilfredse civilsamfund på grund af den danske regerings COVID-19 lockdown-politik er kommet ud af kontrol.", + "Hvidbogen repræsenterer tre til fire måneders intensivt arbejde, siden den nye kommission blev udpeget i september.", + "Det er ikke et nemt emne, og jeg mener derfor, at den indsats, som fru Lienemanns har ydet, fortjener stor respekt.", + "Det er desværre en sørgelig erkendelse af de store vanskeligheder, som Wales oplever.", + "Vi har indarbejdet resultaterne af de omfattende høringer, der har fundet sted i løbet af det sidste par år siden offentliggørelsen af kommissionens grønbog om fødevarelovgivning.", + "Fru formand, jeg vil gerne først give Dem en kompliment for den kendsgerning, at De har holdt Deres ord, og at antallet af tv-kanaler på vores kontorer faktisk er udvidet enormt nu i denne første mødeperiode i det nye år.", + "Det er fuldstændig skandaløst, at vi fastsætter lovgivningsbestemmelser og så ikke overholder dem selv.", + "Min gruppe har udarbejdet omfattende ændringsforslag til begge betænkninger til forhandling i dag." + ] + +st.subheader("This model identifies positive, negative or neutral sentiments in Danish texts.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output.lower() in ['pos', 'positive']: + st.markdown("""

This seems like a {} text. 😃

""".format('positive'), unsafe_allow_html=True) +elif outputlower() in ['neg', 'negative']: + st.markdown("""

This seems like a {} text. 😠""".format('negative'), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment DE/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment DE/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment DE/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment DE/images/logo.png b/examples/demos/streamlit/Sentiment DE/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment DE/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment DE/requirements.txt b/examples/demos/streamlit/Sentiment DE/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment DE/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment DE/streamlit_app.py b/examples/demos/streamlit/Sentiment DE/streamlit_app.py new file mode 100644 index 00000000000000..730a9ae3a47775 --- /dev/null +++ b/examples/demos/streamlit/Sentiment DE/streamlit_app.py @@ -0,0 +1,107 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + embeddings = BertSentenceEmbeddings\ + .pretrained('labse', 'xx') \ + .setInputCols(["document"])\ + .setOutputCol("sentence_embeddings") + + sentimentClassifier = ClassifierDLModel.pretrained("classifierdl_bert_sentiment", "de") \ + .setInputCols(["sentence_embeddings"]) \ + .setOutputCol("class_") + + nlpPipeline = Pipeline( + stages=[ + document, + embeddings, + sentimentClassifier + ]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['class_'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Sentiment Analysis of German texts", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Sentiment Analysis of German texts") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["classifierdl_bert_sentiment"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Spiel und Meisterschaft nicht spannend genug? Muss man jetzt den Videoschiedsrichter kontrollieren? Ich bin entsetzt,dachte der darf nur bei krassen Fehlentscheidungen ran. So macht der Fussball keinen Spass mehr.", + "Habe gestern am Mittwoch den werder Podcast vermisst. Wie schnell man sich an etwas gewöhnt und darauf freut. Danke an Plainsman für die guten Interviews und den Einblick hinter die Kulissen von werderbremen. Angenehme Winterpause weiterhin!", + "Die Szenen folgen ruckartig aufeinander, die Dialoge sind theatralisch, die schauspielerischen Leistungen kommen nicht wirklich über den Film hinaus. Nur die Musik von Vivaldi rettet den Tag. Eine große Enttäuschung.", + "ich mag den Schiri nicht, denn der ist vergiftet!", + "ManCity Guardiola und seine Gang, ihr seid Arschlöcher. Ich habe gerade ein Vermögen durch deine Schuld deine Bayern dort verloren" + ] + +st.subheader("This model identifies the sentiments (positive or negative) in German texts.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output.lower() in ['pos', 'positive']: + st.markdown("""

This seems like a {} text. 😃

""".format('positive'), unsafe_allow_html=True) +elif outputlower() in ['neg', 'negative']: + st.markdown("""

This seems like a {} text. 😠""".format('negative'), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment EN Emotion/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment EN Emotion/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN Emotion/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment EN Emotion/images/logo.png b/examples/demos/streamlit/Sentiment EN Emotion/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN Emotion/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment EN Emotion/requirements.txt b/examples/demos/streamlit/Sentiment EN Emotion/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN Emotion/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN Emotion/streamlit_app.py b/examples/demos/streamlit/Sentiment EN Emotion/streamlit_app.py new file mode 100644 index 00000000000000..9fdd3452747c6d --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN Emotion/streamlit_app.py @@ -0,0 +1,109 @@ +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + use = UniversalSentenceEncoder.pretrained("tfhub_use", "en")\ + .setInputCols(["document"])\ + .setOutputCol("sentence_embeddings") + + + sentimentdl = ClassifierDLModel.pretrained(model)\ + .setInputCols(["sentence_embeddings"])\ + .setOutputCol("sentiment") + + nlpPipeline = Pipeline(stages = [documentAssembler, use, sentimentdl]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['sentiment'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Detect emotions in tweets", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Detect emotions in tweets") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["classifierdl_use_emotion"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "I am SO happy the news came out in time for my birthday this weekend! My inner 7-year-old cannot WAIT!", + "That moment when you see your friend in a commercial. Hahahaha!", + "My soul has just been pierced by the most evil look from @rickosborneorg. A mini panic attack & chill in bones followed soon after.", + "For some reason I woke up thinkin it was Friday then I got to school and realized its really Monday -_-", + "I'd probably explode into a jillion pieces from the inablility to contain all of my if I had a Whataburger patty melt right now. #drool", + "These are not emotions. They are simply irrational thoughts feeding off of an emotion", + "Found out im gonna be with sarah bo barah in ny for one day!!! Eggcitement :)", + "That awkward moment when you find a perfume box full of sensors!", + "Just home from group celebration - dinner at Trattoria Gianni, then Hershey Felder's performance - AMAZING!!", + "Nooooo! My dad turned off the internet so I can't listen to band music!" + ] + +st.subheader("Automatically identify Joy, Surprise, Fear, Sadness in Tweets using out pretrained Spark NLP DL classifier.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output == 'joy': + st.markdown("""

This seems like a {} tweet. 😂

""".format('joyous'), unsafe_allow_html=True) +elif output == 'surprise': + st.markdown("""

This seems like a {} tweet. 😊

""".format('surprised'), unsafe_allow_html=True) +elif output == 'sadness': + st.markdown("""

This seems like a {} tweet. 😟

""".format('sad'), unsafe_allow_html=True) +elif output == 'fear': + st.markdown("""

This seems like a {} tweet. 😱

""".format('fearful'), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment EN Finance/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment EN Finance/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN Finance/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment EN Finance/images/logo.png b/examples/demos/streamlit/Sentiment EN Finance/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN Finance/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment EN Finance/requirements.txt b/examples/demos/streamlit/Sentiment EN Finance/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN Finance/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN Finance/streamlit_app.py b/examples/demos/streamlit/Sentiment EN Finance/streamlit_app.py new file mode 100644 index 00000000000000..a68fe2259143ea --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN Finance/streamlit_app.py @@ -0,0 +1,106 @@ +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + embeddings = BertSentenceEmbeddings\ + .pretrained('sent_bert_wiki_books_sst2', 'en') \ + .setInputCols(["document"])\ + .setOutputCol("sentence_embeddings") + + sentimentClassifier = ClassifierDLModel.pretrained("classifierdl_bertwiki_finance_sentiment", "en") \ + .setInputCols(["sentence_embeddings"]) \ + .setOutputCol("class_") + + financial_sentiment_pipeline = Pipeline( + stages=[document, + embeddings, + sentimentClassifier]) + + return financial_sentiment_pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['class_'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Sentiment Analysis of Financial news", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Sentiment Analysis of Financial news") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["classifierdl_bertwiki_finance_sentiment"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "In April 2005 , Neste separated from its parent company , Finnish energy company Fortum , and became listed on the Helsinki Stock Exchange .", + "Finnish IT solutions provider Affecto Oyj HEL : AFE1V said today its slipped to a net loss of EUR 115,000 USD 152,000 in the second quarter of 2010 from a profit of EUR 845,000 in the corresponding period a year earlier .", + "10 February 2011 - Finnish media company Sanoma Oyj HEL : SAA1V said yesterday its 2010 net profit almost tripled to EUR297 .3 m from EUR107 .1 m for 2009 and announced a proposal for a raised payout .", + "Profit before taxes decreased by 9 % to EUR 187.8 mn in the first nine months of 2008 , compared to EUR 207.1 mn a year earlier .", + "The world 's second largest stainless steel maker said net profit in the three-month period until Dec. 31 surged to euro603 million US$ 781 million , or euro3 .33 US$ 4.31 per share , from euro172 million , or euro0 .94 per share , the previous year .", + "TietoEnator signed an agreement to acquire Indian research and development ( R&D ) services provider and turnkey software solutions developer Fortuna Technologies Pvt. Ltd. for 21 mln euro ( $ 30.3 mln ) in September 2007 ." +] + +st.subheader("This model identifies positive, negative or neutral sentiments in financial news.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output.lower() in ['pos', 'positive']: + st.markdown("""

This seems like {} news. 😃

""".format('positive'), unsafe_allow_html=True) +elif output.lower() in ['neg', 'negative']: + st.markdown("""

This seems like {} news. 😠""".format('negative'), unsafe_allow_html=True) +elif output in ['neutral', 'normal']: + st.markdown("""

This seems like {} news. 🙂

""".format(output), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment EN Sarcasm/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment EN Sarcasm/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN Sarcasm/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment EN Sarcasm/images/logo.png b/examples/demos/streamlit/Sentiment EN Sarcasm/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN Sarcasm/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment EN Sarcasm/requirements.txt b/examples/demos/streamlit/Sentiment EN Sarcasm/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN Sarcasm/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN Sarcasm/streamlit_app.py b/examples/demos/streamlit/Sentiment EN Sarcasm/streamlit_app.py new file mode 100644 index 00000000000000..ab8b468e20d1ef --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN Sarcasm/streamlit_app.py @@ -0,0 +1,104 @@ +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + use = UniversalSentenceEncoder.pretrained()\ + .setInputCols(["document"])\ + .setOutputCol("sentence_embeddings") + + sentimentdl = ClassifierDLModel.pretrained(model)\ + .setInputCols(["sentence_embeddings"])\ + .setOutputCol("sentiment") + + nlpPipeline = Pipeline(stages = [documentAssembler, use, sentimentdl]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['sentiment'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Detect sarcastic tweets", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Detect sarcastic tweets") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["classifierdl_use_sarcasm"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Love getting home from work knowing that in less than 8hours you're getting up to go back there again.", + "Oh my gosh! Can you imagine @JessieJ playing piano on her tour while singing a song. I would die and go to heaven. #sheisanangel", + "Dear Teva, thank you for waking me up every few hours by howling. Your just trying to be mother natures alarm clock.", + "The United States is a signatory to this international convention", + "If I could put into words how much I love waking up at am on Tuesdays I would", + "@pdomo Don't forget that Nick Foles is also the new Tom Brady. What a preseason! #toomanystudQBs #thankgodwedonthavetebow", + "I cant even describe how excited I am to go cook noodles for hours", + "@Will_Piper should move back up fella. I'm already here... On my own... Having loads of fun", + "Tweeting at work... Having sooooo much fun and honestly not bored at all #countdowntillfinish", + "I can do what I want to. I play by my own rules" +] + +st.subheader("Checkout our sarcasm detection pretrained Spark NLP model. It is able to tell apart normal content from sarcastic content.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output in ['neutral', 'normal']: + st.markdown("""

This seems like {} news. 🙂

""".format(output), unsafe_allow_html=True) +elif output == 'sarcasm': + st.markdown("""

This seems like a {} tweet. 🙃

""".format('sarcastic'), unsafe_allow_html=True) \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN Toxic/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment EN Toxic/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN Toxic/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment EN Toxic/images/logo.png b/examples/demos/streamlit/Sentiment EN Toxic/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN Toxic/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment EN Toxic/requirements.txt b/examples/demos/streamlit/Sentiment EN Toxic/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN Toxic/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN Toxic/streamlit_app.py b/examples/demos/streamlit/Sentiment EN Toxic/streamlit_app.py new file mode 100644 index 00000000000000..8df311df067b94 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN Toxic/streamlit_app.py @@ -0,0 +1,116 @@ +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("document") + + tokenizer = Tokenizer() \ + .setInputCols("document") \ + .setOutputCol("token") + + sequenceClassifier_loaded = BertForSequenceClassification.pretrained("bert_classifier_toxic","en") \ + .setInputCols(["document", "token"]) \ + .setOutputCol("class") + + pipeline = Pipeline(stages=[documentAssembler, tokenizer,sequenceClassifier_loaded]) + + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + st.write(results) + return results['class'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Detect toxic comments", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Detect toxic comments") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["bert_classifier_toxic"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Streatham again Thank you for the copyedits I have been considering withdrawing the nomination owing to the nonconstructive arguing with a certain reviewer but your edits make me think I cant let everyone down Thank you", + "Do you know how pathetic you look with your silly little crusade of removing England or English with articles? Grow up and find something better to do with your life.", + "it is obvius to, me, a black man, that orange is for da black Gs, blue is for mexicans and yellow is 4 whites. coz whites look like woman. and mexicans try to compete with da nigger Gs but we r too strong. but in realty the whites also lose to da black man.", + "She should stop sticking her tongue out before someone rubs their ass on it. Filthy bitch!!!", + "personal attacks dont tell me what i can and can not do i'll come over there right now and throw a brick through ur window", + "First i vandalized his page, then i vandalized again, and then his IP adress was blocked hahahahahahahahahahahahahahahahahahaha. This plan is so evil and yet so much fun.", + "Silly guy. You should use email like the wikijews", + """Quick question about the section re-ordering... Why was Antagonists switched with Supporting, and why were all ""bad"" characters removed from the Supporting section? (converse) " """, + "I will respond until Armenian scum will stop", + "Isn't tart a kind of whore or concubine or courtesane Eg she's a politician's tart", + "....thats why I kill you and your father and your mother and you brother", + "You're ridiculous It's obvious that you have a problem with people with money and education. Leave the Horace Mann page alone. You know nothing of the school whatsoever. HM doesn't admit dirt." + +] + +st.subheader("Classify comments and tweets into Toxic, Insults, Hate, Obscene, Threat.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output == 'severe_toxic': + st.markdown("""

This seems like a {} tweet. 🤬

""".format(out), unsafe_allow_html=True) +elif output == 'toxic': + st.markdown("""

This seems like a {} tweet. 🤬

""".format(output), unsafe_allow_html=True) +elif output == 'insult': + st.markdown("""

This seems like an {} tweet. 😰

""".format('insulting'), unsafe_allow_html=True) +elif output == 'identity_hate': + st.markdown("""

This seems like a {} tweet. 😰

""".format(output), unsafe_allow_html=True) +elif output == 'obscene': + st.markdown("""

This seems like an {} tweet. 🤬

""".format(output), unsafe_allow_html=True) +elif output == 'threat': + st.markdown("""

This seems like a {} tweet. 🤬

""".format('threatening'), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment EN/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment EN/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment EN/images/logo.png b/examples/demos/streamlit/Sentiment EN/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment EN/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example1.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example1.txt new file mode 100644 index 00000000000000..bd6096756854bf --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example1.txt @@ -0,0 +1,2 @@ +Demonicus is a movie turned into a video game! I just love the story and the things that goes on in ... +Demonicus is a movie turned into a video game! I just love the story and the things that goes on in the film.It is a B-film ofcourse but that doesn`t bother one bit because its made just right and the music was rad! Horror and sword fight freaks,buy this movie now! \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example10.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example10.txt new file mode 100644 index 00000000000000..7520e6f19cfab5 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example10.txt @@ -0,0 +1,2 @@ +This is to the Zatoichi movies as the "Star Trek" movies were to "Star Trek"--except that in this ca... +This is to the Zatoichi movies as the "Star Trek" movies were to "Star Trek"--except that in this case every one of the originals was more entertaining and interesting than this big, shiny re-do, and also better made, if substance is more important than surface. Had I never seen them, I would have thought this good-looking but empty; since I had, I thought its style inappropriate and its content insufficient. The idea of reviving the character in a bigger, slicker production must have sounded good, but there was no point in it, other than the hope of making money; it's just a show, which mostly fails to capture the atmosphere of the character's world and wholly fails to take the character anywhere he hasn't been already (also, the actor wasn't at his best). I'd been hoping to see Ichi at a late stage of life, in a story that would see him out gracefully and draw some conclusion from his experience overall; this just rehashes bits and pieces from the other movies, seasoned with more sex and sfx violence. Not the same experience at all. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example2.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example2.txt new file mode 100644 index 00000000000000..6cd13d354b90d1 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example2.txt @@ -0,0 +1,2 @@ +Back when Alec Baldwin and Kim Basinger were a mercurial, hot-tempered, high-powered Hollywood coupl... +Back when Alec Baldwin and Kim Basinger were a mercurial, hot-tempered, high-powered Hollywood couple they filmed this (nearly) scene-for-scene remake of the 1972 Steve McQueen-Ali MacGraw action-thriller about a fugitive twosome. It almost worked the first time because McQueen was such a vital presence on the screen--even stone silent and weary, you could sense his clock ticking, his cagey magnetism. Baldwin is not in Steve McQueen's league, but he has his charms and is probably a more versatile actor--if so, this is not a showcase for his attributes. Basinger does well and certainly looks good, but James Woods is artificially hammy in a silly mob-magnet role. A sub-plot involving another couple taken hostage by Baldwin's ex-partner was unbearable in the '72 film and plays even worse here. As for the action scenes, they're pretty old hat, which causes one to wonder: why even remake the original? \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example3.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example3.txt new file mode 100644 index 00000000000000..66fe8d7b03154a --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example3.txt @@ -0,0 +1,2 @@ +Despite a tight narrative, Johnnie To's Election feels at times like it was once a longer picture, w... +Despite a tight narrative, Johnnie To's Election feels at times like it was once a longer picture, with many characters and plot strands abandoned or ultimately unresolved. Some of these are dealt with in the truly excellent and far superior sequel, Election 2: Harmony is a Virtue, but it's still a dependably enthralling thriller about a contested Triad election that bypasses the usual shootouts and explosions (though not the violence) in favour of constantly shifting alliances that can turn in the time it takes to make a phone call. It's also a film where the most ruthless character isn't always the most threatening one, as the chilling ending makes only too clear: one can imagine a lifetime of psychological counselling being necessary for all the trauma that one inflicts on one unfortunate bystander. Simon Yam, all too often a variable actor but always at his best under To's direction, has possibly never been better in the lead, not least because Tony Leung's much more extrovert performance makes his stillness more the powerful. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example4.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example4.txt new file mode 100644 index 00000000000000..02464e8c863213 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example4.txt @@ -0,0 +1,2 @@ +This movie has successfully proved what we all already know, that professional basket-ball players s... +This movie has successfully proved what we all already know, that professional basket-ball players suck at everything besides playing basket-ball. Especially rapping and acting. I can not even begin to describe how bad this movie truly is. First of all, is it just me, or is that the ugliest kid you have ever seen? I mean, his teeth could be used as a can-opener. Secondly, why would a genie want to pursue a career in the music industry when, even though he has magical powers, he sucks horribly at making music? Third, I have read the Bible. In no way shape or form did it say that Jesus made genies. Fourth, what was the deal with all the crappy special effects? I assure you that any acne-addled nerdy teenager with a computer could make better effects than that. Fifth, why did the ending suck so badly? And what the hell is a djin? And finally, whoever created the nightmare known as Kazaam needs to be thrown off of a plane and onto the Eiffel Tower, because this movie take the word "suck" to an entirely new level. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example5.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example5.txt new file mode 100644 index 00000000000000..22d0049c2e8e97 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example5.txt @@ -0,0 +1,2 @@ +The fluttering of butterfly wings in the Atlantic can unleash a hurricane in the Pacific. According ... +The fluttering of butterfly wings in the Atlantic can unleash a hurricane in the Pacific. According to this theory (somehow related to the Chaos Theory, I'm not sure exactly how), every action, no matter how small or insignificant, will start a chain reaction that can lead to big events. This small jewel of a film shows us a series of seemingly-unrelated characters, most of them in Paris, whose actions will affect each others' lives. (The six-degrees-of-separation theory can be applied as well.) Each story is a facet of the jewel that is this film. The acting is finely-tuned and nuanced (Audrey Tautou is luminous), the stories mesh plausibly, the humor is just right, and the viewer leaves the theatre nodding in agreement. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example6.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example6.txt new file mode 100644 index 00000000000000..9d61ca9a7555fb --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example6.txt @@ -0,0 +1,2 @@ +There have been very few films I have not been able to sit through. I made it through Battle Field E... +There have been very few films I have not been able to sit through. I made it through Battle Field Earth no problem. But this, This is one of the single worst films EVER to be made. I understand Whoopi Goldberg tried to get of acting in it. I do not blame her. I would feel ashamed to have this on a resume. I belive it is a rare occasion when almost every gag in a film falls flat on it's face. Well it happens here. Not to mention the SFX, look for the dino with the control cables hanging out of it rear end!!!!!! Halfway through the film I was still looking for a plot. I never found one. Save yourself the trouble of renting this and save 90 minutes of your life. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example7.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example7.txt new file mode 100644 index 00000000000000..9c16eae936e7a3 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example7.txt @@ -0,0 +1,2 @@ +After a long hard week behind the desk making all those dam serious decisions this movie is a great ... +After a long hard week behind the desk making all those dam serious decisions this movie is a great way to relax. Like Wells and the original radio broadcast this movie will take you away to a land of alien humor and sci-fi paraday. 'Captain Zippo died in the great charge of the Buick. He was a brave man.' The Jack Nicholson impressions shine right through that alien face with the dark sun glasses and leather jacket. And always remember to beware of the 'doughnut of death!' Keep in mind the number one rule of this movie - suspension of disbelief - sit back and relax - and 'Prepare to die Earth Scum!' You just have to see it for yourself. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example8.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example8.txt new file mode 100644 index 00000000000000..17d3f632f247e2 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example8.txt @@ -0,0 +1,2 @@ +When Ritchie first burst on to movie scene his films were hailed as funny, witty, well directed and ... +When Ritchie first burst on to movie scene his films were hailed as funny, witty, well directed and original. If one could compare the hype he had generated with his first two attempts and the almost universal loathing his last two outings have created one should consider - has Ritchie been found out? Is he really that talented? Does he really have any genuine original ideas? Or is he simply a pretentious and egotistical director who really wants to be Fincher, Tarantino and Leone all rolled into one colossal and disorganised heap? After watching Revolver one could be excused for thinking were did it all go wrong? What happened to his great sense of humour? Where did he get all these mixed and convoluted ideas from? Revolver tries to be clever, philosophical and succinct, it tries to be an intelligent psychoanalysis, it tries to be an intricate and complicated thriller. Ritchie does make a gargantuan effort to fulfil all these many objectives and invests great chunks of a script into existential musings and numerous plot twists. However, in the end all it serves is to construct a severely disjointed, unstructured and ultimately unfriendly film to the audience. Its plagiarism is so sinful and blatant that although Ritchie does at least attempt to give his own spin he should be punished for even trying to pass it off as his own work. So what the audience gets ultimately is a terrible screenplay intertwined with many pretentious oneliners and clumsy setpieces.

Revolver is ultimately an unoriginal and bland movie that has stolen countless themes from masterpieces like Fight Club, Usual Suspects and Pulp Fiction. It aims high, but inevitably shots blanks aplenty.

Revolver deserves to be lambasted, it is a truly poor film masquerading as a wannabe masterpiece from a wannabe auteur. However, it falls flat on its farcical face and just fails at everything it wants to be and achieve. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example9.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example9.txt new file mode 100644 index 00000000000000..2941992f72fbab --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_imdb/Example9.txt @@ -0,0 +1,2 @@ +I always thought this would be a long and boring Talking-Heads flick full of static interior takes, ... +I always thought this would be a long and boring Talking-Heads flick full of static interior takes, dude, I was wrong. "Election" is a highly fascinating and thoroughly captivating thriller-drama, taking a deep and realistic view behind the origins of Triads-Rituals. Characters are constantly on the move, and although as a viewer you kinda always remain an outsider, it's still possible to feel the suspense coming from certain decisions and ambitions of the characters. Furthermore Johnnie To succeeds in creating some truly opulent images due to meticulously composed lighting and atmospheric light-shadow contrasts. Although there's hardly any action, the ending is still shocking in it's ruthless depicting of brutality. Cool movie that deserves more attention, and I came to like the minimalistic acoustic guitar score quite a bit. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example1.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example1.txt new file mode 100644 index 00000000000000..485c0f80ce8c63 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example1.txt @@ -0,0 +1,2 @@ +@Mbjthegreat i really dont want AT&T phone service..they suck when it comes to having a signal... +@Mbjthegreat i really dont want AT&T phone service..they suck when it comes to having a signal \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example10.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example10.txt new file mode 100644 index 00000000000000..22727c67e85ee8 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example10.txt @@ -0,0 +1,2 @@ +@PDubyaD right!!! LOL we'll get there!! I have high expectations, Warren Buffet style.... +@PDubyaD right!!! LOL we'll get there!! I have high expectations, Warren Buffet style. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example2.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example2.txt new file mode 100644 index 00000000000000..fb14d040fcb314 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example2.txt @@ -0,0 +1,2 @@ +holy crap. I take a nap for 4 hours and Pitchfork blows up my twitter dashboard. I wish I was at Coa... +holy crap. I take a nap for 4 hours and Pitchfork blows up my twitter dashboard. I wish I was at Coachella. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example3.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example3.txt new file mode 100644 index 00000000000000..b6fdf05fa46975 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example3.txt @@ -0,0 +1,2 @@ +@Susy412 he is working today ive tried that still not working..... hmmmm!! im rubbish with computer... +@Susy412 he is working today ive tried that still not working..... hmmmm!! im rubbish with computers haha! \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example4.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example4.txt new file mode 100644 index 00000000000000..17422d20f167f1 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example4.txt @@ -0,0 +1,2 @@ +Brand New Canon EOS 50D 15MP DSLR Camera Canon 17-85mm IS Lens ...: Web Technology Thread, Brand New... +Brand New Canon EOS 50D 15MP DSLR Camera Canon 17-85mm IS Lens ...: Web Technology Thread, Brand New Canon EOS 5.. http://u.mavrev.com/5a3t \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example5.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example5.txt new file mode 100644 index 00000000000000..a616e44df09985 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example5.txt @@ -0,0 +1,2 @@ +Watching a programme about the life of Hitler, its only enhancing my geekiness of history.... +Watching a programme about the life of Hitler, its only enhancing my geekiness of history. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example6.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example6.txt new file mode 100644 index 00000000000000..e8e762d295994d --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example6.txt @@ -0,0 +1,2 @@ +GM says expects announcment on sale of Hummer soon - Reuters: WDSUGM says expects announcment on sal... +GM says expects announcment on sale of Hummer soon - Reuters: WDSUGM says expects announcment on sale of Hummer .. http://bit.ly/4E1Fv \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example7.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example7.txt new file mode 100644 index 00000000000000..d782db4b6cf2c3 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example7.txt @@ -0,0 +1,2 @@ +@accannis @edog1203 Great Stanford course. Thanks for making it available to the public! Really help... +@accannis @edog1203 Great Stanford course. Thanks for making it available to the public! Really helpful and informative for starting off! \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example8.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example8.txt new file mode 100644 index 00000000000000..108968aeb4f131 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example8.txt @@ -0,0 +1,2 @@ +@the_real_usher LeBron is cool. I like his personality...he has good character.... +@the_real_usher LeBron is cool. I like his personality...he has good character. \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example9.txt b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example9.txt new file mode 100644 index 00000000000000..3300cae03ddf6c --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/inputs/sentimentdl_use_twitter/Example9.txt @@ -0,0 +1,2 @@ +@sketchbug Lebron is a hometown hero to me, lol I love the Lakers but let's go Cavs, lol... +@sketchbug Lebron is a hometown hero to me, lol I love the Lakers but let's go Cavs, lol \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/requirements.txt b/examples/demos/streamlit/Sentiment EN/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment EN/streamlit_app.py b/examples/demos/streamlit/Sentiment EN/streamlit_app.py new file mode 100644 index 00000000000000..7d6a2f9b24be83 --- /dev/null +++ b/examples/demos/streamlit/Sentiment EN/streamlit_app.py @@ -0,0 +1,104 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + use = UniversalSentenceEncoder.pretrained("tfhub_use", "en")\ + .setInputCols(["document"])\ + .setOutputCol("sentence_embeddings") + + + sentimentdl = SentimentDLModel.pretrained(model, "en")\ + .setInputCols(["sentence_embeddings"])\ + .setOutputCol("sentiment") + + nlpPipeline = Pipeline(stages=[documentAssembler, use, sentimentdl]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['sentiment'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Analyze sentiment in movie reviews and tweets", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Analyze sentiment in movie reviews and tweets") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["sentimentdl_use_imdb", "sentimentdl_use_twitter"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +folder_path = f"/content/Sentiment EN/inputs/{model}" +examples = [lines[1].strip() for filename in os.listdir(folder_path) if filename.endswith('.txt') for lines in [open(os.path.join(folder_path, filename), 'r').readlines()] if len(lines) >= 2] + +st.subheader("Detect the general sentiment expressed in a movie review or tweet by using our pretrained Spark NLP DL classifier.") + +selected_text = None +result_type = 'tweet' +if 'imdb' in model.lower() or 't5' in model.lower(): + selected_text = st.selectbox("Select a sample IMDB review", examples) + result_type = 'review' +else: + selected_text = st.selectbox("Select a sample Tweet", examples) + +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output in ['pos', 'positive', 'POSITIVE']: + st.markdown("""

This seems like a {} {}. 😃

""".format('positive', result_type), unsafe_allow_html=True) +elif output in ['neg', 'negative', 'NEGATIVE']: + st.markdown("""

This seems like a {} {}. 😠""".format('negative', result_type), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment FR/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment FR/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment FR/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment FR/images/logo.png b/examples/demos/streamlit/Sentiment FR/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment FR/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment FR/requirements.txt b/examples/demos/streamlit/Sentiment FR/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment FR/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment FR/streamlit_app.py b/examples/demos/streamlit/Sentiment FR/streamlit_app.py new file mode 100644 index 00000000000000..041537793836e2 --- /dev/null +++ b/examples/demos/streamlit/Sentiment FR/streamlit_app.py @@ -0,0 +1,105 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + embeddings = BertSentenceEmbeddings\ + .pretrained('labse', 'xx') \ + .setInputCols(["document"])\ + .setOutputCol("sentence_embeddings") + + sentimentClassifier = ClassifierDLModel.pretrained("classifierdl_bert_sentiment", "fr") \ + .setInputCols(["sentence_embeddings"]) \ + .setOutputCol("class_") + + nlpPipeline = Pipeline( + stages=[ + document, + embeddings, + sentimentClassifier]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['class_'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Sentiment Analysis of French texts", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Sentiment Analysis of French texts") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["classifierdl_bert_sentiment"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Jeu et championnat pas assez excitants ? Devez-vous vérifier l'arbitre vidéo maintenant? Je suis horrifié, pensa-t-il, il ne devrait répondre que s'il a fait des erreurs flagrantes. Le football n'est plus amusant.", + "J'ai raté le podcast werder hier mercredi. À quelle vitesse vous vous habituez à quelque chose et vous l'attendez avec impatience. Merci à Plainsman pour les bonnes interviews et la perspicacité dans les coulisses du werderbremen. Passez de bonnes vacances d'hiver !", + "Les scènes s'enchaînent de manière saccadée, les dialogues sont théâtraux, le jeu des acteurs ne transcende pas franchement le film. Seule la musique de Vivaldi sauve le tout. Belle déception.", + "Je n'aime pas l'arbitre parce qu'il est empoisonné !", + "ManCity Guardiola et sa bande, vous êtes des connards. Je viens de perdre une fortune à cause de ta dette envers tes Bavarois là-bas." + ] +st.subheader("This model identifies the sentiments (positive or negative) in French texts.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output.lower() in ['pos', 'positive']: + st.markdown("""

This seems like a {} text. 😃

""".format('positive'), unsafe_allow_html=True) +elif outputlower() in ['neg', 'negative']: + st.markdown("""

This seems like a {} text. 😠""".format('negative'), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment SW/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment SW/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment SW/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment SW/images/logo.png b/examples/demos/streamlit/Sentiment SW/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment SW/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment SW/requirements.txt b/examples/demos/streamlit/Sentiment SW/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment SW/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment SW/streamlit_app.py b/examples/demos/streamlit/Sentiment SW/streamlit_app.py new file mode 100644 index 00000000000000..5e1998f5b175d7 --- /dev/null +++ b/examples/demos/streamlit/Sentiment SW/streamlit_app.py @@ -0,0 +1,132 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document_assembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("document") + + tokenizer = Tokenizer() \ + .setInputCols(["document"]) \ + .setOutputCol("token") + + normalizer = Normalizer() \ + .setInputCols(["token"]) \ + .setOutputCol("normalized") + + stopwords_cleaner = StopWordsCleaner.pretrained("stopwords_sw", "sw") \ + .setInputCols(["normalized"]) \ + .setOutputCol("cleanTokens")\ + .setCaseSensitive(False) + + embeddings = XlmRoBertaEmbeddings.pretrained("xlm_roberta_base_finetuned_swahili", "sw")\ + .setInputCols(["document", "cleanTokens"])\ + .setOutputCol("embeddings") + + embeddingsSentence = SentenceEmbeddings() \ + .setInputCols(["document", "embeddings"]) \ + .setOutputCol("sentence_embeddings") \ + .setPoolingStrategy("AVERAGE") + + sentimentClassifier = ClassifierDLModel.pretrained("classifierdl_xlm_roberta_sentiment", "sw") \ + .setInputCols(["sentence_embeddings"]) \ + .setOutputCol("class_") + + sw_pipeline = Pipeline( + stages=[ + document_assembler, + tokenizer, + normalizer, + stopwords_cleaner, + embeddings, + embeddingsSentence, + sentimentClassifier + ]) + + return sw_pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['class_'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Sentiment Analysis of Swahili texts", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Sentiment Analysis of Swahili texts") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["classifierdl_xlm_roberta_sentiment"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Tukio bora katika sinema ilikuwa wakati Gerardo anajaribu kupata wimbo ambao unaendelea kupitia kichwa chake.", + "Ni dharau kwa akili ya mtu na upotezaji mkubwa wa pesa", + "Kris Kristoffersen ni mzuri kwenye sinema hii na kweli hufanya tofauti.", + "Hadithi yenyewe ni ya kutabirika tu na ya uvivu.", + "Ninapendekeza hizi kwa kuwa zinaonekana nzuri sana, kifahari na nzuri", + "Safaricom si muache kucheza na mkopo wa nambari yangu tafadhali. mnanifilisisha😓😓😯", + "Bidhaa ilikuwa bora na inafanya kazi vizuri kuliko ya verizon na bei ilikuwa rahisi ", + "Siwezi kuona jinsi sinema hii inavyoweza kuwa msukumo kwa mtu yeyote kushinda woga na kukataliwa.", + "Sinema hii inasawazishwa vizuri na vichekesho na mchezo wa kuigiza na nilijifurahisha sana." +] + +st.subheader("This model identifies positive or negative sentiments in Swahili texts.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output.lower() in ['pos', 'positive']: + st.markdown("""

This seems like a {} text. 😃

""".format('positive'), unsafe_allow_html=True) +elif outputlower() in ['neg', 'negative']: + st.markdown("""

This seems like a {} text. 😠""".format('negative'), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment TR/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment TR/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment TR/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment TR/images/logo.png b/examples/demos/streamlit/Sentiment TR/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment TR/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment TR/requirements.txt b/examples/demos/streamlit/Sentiment TR/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment TR/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment TR/streamlit_app.py b/examples/demos/streamlit/Sentiment TR/streamlit_app.py new file mode 100644 index 00000000000000..b7616e7bacfe0a --- /dev/null +++ b/examples/demos/streamlit/Sentiment TR/streamlit_app.py @@ -0,0 +1,103 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document")\ + .setCleanupMode("shrink") + + embeddings = UniversalSentenceEncoder.pretrained("tfhub_use_multi", "xx") \ + .setInputCols("document") \ + .setOutputCol("sentence_embeddings") + + sentimentClassifier = ClassifierDLModel.pretrained(model, "tr") \ + .setInputCols(["sentence_embeddings"]) \ + .setOutputCol("class") + + fr_sentiment_pipeline = Pipeline(stages=[document, embeddings, sentimentClassifier]) + + return fr_sentiment_pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['class'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Analyze sentiment in Turkish texts", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Turkish Sentiment Analysis") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["classifierdl_use_sentiment"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Bu sıralar kafam çok karışık.", + "Sınavımı geçtiğimi öğrenince derin bir nefes aldım.", + "Hizmet kalite çok güzel teşekkürler", + "Meydana gelen kazada 1 kisi hayatini kaybetti.", + "Ocak ayinda deprem bekleniyor", + "Gun batimi izlemeyi cok severim." +] + +st.subheader("This model identifies positive or negative sentiments in Turkish texts") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output.lower() in ['pos', 'positive']: + st.markdown("""

This seems like a {} text. 😃

""".format('positive'), unsafe_allow_html=True) +elif outputlower() in ['neg', 'negative']: + st.markdown("""

This seems like a {} text. 😠""".format('negative'), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment UR/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment UR/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment UR/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment UR/images/logo.png b/examples/demos/streamlit/Sentiment UR/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment UR/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example1.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example1.txt new file mode 100644 index 00000000000000..364b7ec48b0665 --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example1.txt @@ -0,0 +1,3 @@ +Example 1 + یہ کردار زندہ دل اور دلچسپ تھے ، پلاٹ بہترین طور پر چل رہا تھا ، پائرو اثرات کو مہارت کے ساتھ انجام دیا گیا تھا ، اور اس میں ایک بنیادی محبت کی مثلث کی کہانی لی گئی ہے اور اس میں سائنس فکشن عنصر کو پھینک دیا گیا ہے۔ میں بہت سارے کرداروں کے ساتھ ان کی نشاندہی کرسکتا تھا اور ان کے محرکات نے کہانی کے فریم ورک میں منطقی عقلی احساس پیدا کیا تھا۔ کیمرا کام بہت اچھا تھا ، آڈیو واضح اور درست تھا ، بیک گراؤنڈ میوزک کو اثر انداز کے لئے منتخب کیا گیا تھا ، گانے والے فائر مین ایک اچھے باصلاحیت یادگار تھے۔ عجیب کیفیت ، سیٹوں نے بہت عمدہ تیار کیا ، اور ہنر مند ہنر کے ساتھ انجام دیئے گئے خاص اثرات۔ میں حیرت زدہ ہوں کہ کس طرح چین اسٹور کی پارکنگ میں پوری منی کارنیوال کو ایک ہی لیمپپوسٹ آؤٹ لیٹ کے ذریعہ تقویت مل سکتی ہے۔ کم سے کم کہنا ناممکن لگتا ہے۔ فلم کے اختتام کے قریب بھائیوں کے مابین لڑائی شاندار تھی۔ جم ورنی کو غیر جوکر والے کردار میں رکھنا بھی ایک حیرت انگیز ٹچ تھا کیونکہ اس نے ایک کارنی کا نیم سنجیدہ کردار بہت عمدہ ادا کیا تھا۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example10.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example10.txt new file mode 100644 index 00000000000000..7a8cfcb61e8b5b --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example10.txt @@ -0,0 +1,3 @@ +Example 10 + میں اسٹورٹ بلیس کو اب تک کی بدترین فلم سمجھتا ہوں۔ اداکاری خوفناک تھی اور سازش مضحکہ خیز تھی۔ مجھے یہ حقیقت ملتی ہے کہ مرکزی کردار کی بیوی نے اسے چھوڑ کر ذہنی خرابی پھیلادی ، لیکن یہ اتنے بے وقوف اور غضبناک ہوگیا ، تھوڑی دیر کے بعد میں کسی بھی کردار کے بارے میں کم خیال رکھ سکتی تھی۔ فلم ایک ہی خیال کے بغیر کسی چیز کے آگے بڑھتی چلی جاتی ہے۔ پلاٹ میں شامل کرنے کے لئے تازہ یا حیرت انگیز. جیگر کاؤنٹر کے ساتھ پوری چیز بہت زیادہ ہوگئی جب اسٹورٹ نے اپنی دیوار کھولنا شروع کیا تو یہ دیکھنے کے لئے کہ کاؤنٹر کے پاس کچھ ہے اس کے اشارے کے بعد اس کے پیچھے کیا ہے۔ پھر اس طیارے کے ساتھ بار بار مناظر دیکھنے کو ملے ، اور وہ پریشان کن خود سے ملتا ہے۔ مجھے اندازہ کرنا چاہئے تھا کہ جب میں کسی اداکار کو نہیں پہچانتی ہوں تو یہ فلم فلاپ تھی۔ جب یہ فلم آتی ہے تو اپنے آپ پر احسان کریں ، کتاب پڑھیں! آپ بہتر ہوں گے۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example2.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example2.txt new file mode 100644 index 00000000000000..186021d281011e --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example2.txt @@ -0,0 +1,3 @@ +Example 2 +چونکہ میں نے 80 کی دہائی میں انسپکٹر گیجٹ کارٹون کو پسند کیا تھا ، لہذا میں اس فلم کو دیکھنے گیا۔ میں نے اپنا پیسہ ضائع کیا۔ پلاٹ بہت پتلا تھا۔ نیز ، فلم مجھے زیادہ دن دلچسپی نہیں بنا سکی۔ مجھے خوشی ہوئی کہ یہ ختم ہوچکا ہے۔ اگر آپ انسپکٹر گیجٹ دیکھنا چاہتے ہیں تو ، اس کے بجائے کارٹون دیکھیں۔ یہ فلم سے کہیں بہتر تھا۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example3.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example3.txt new file mode 100644 index 00000000000000..212575b1c5bc56 --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example3.txt @@ -0,0 +1,3 @@ +Example 3 +جان لیگوزامو ایک بہترین مزاح نگار اور کہانی سنانے والا ہے۔ ہر بار جب یہ HBO پر ہوتا ہے تو مجھے اسے روکنا پڑتا ہے۔ جان یہ کہانی سناتا ہے کہ وہ کیسے بڑا ہوا (شاید کچھ حقیقت اور افسانہ) اور درمیان میں مزاحیہ کہانیاں شامل کرتا ہے۔ اگر آپ جان کی کامیڈی پسند کرتے ہیں تو مجھے کہنا پڑے گا یہ ان کی بہترین کامیڈی ہے۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example4.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example4.txt new file mode 100644 index 00000000000000..12c0050a32f313 --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example4.txt @@ -0,0 +1,3 @@ +Example 4 + یہ بہت سی بی مائنس فلموں میں سے ایک اور ہے جسے فلمی شور کے طور پر ٹیگ کیا گیا ہے تاکہ کسی ایسی چیز میں دلچسپی پیدا کی جاسکے جو اس سے عاری ہو۔ فلم کے تمام پہلوؤں - اسکرپٹ ، اداکاری ، ہدایت نامہ معمولی ہیں۔ تینوں لیڈز کے ذریعہ اداکاری لکڑی کی ہے۔ میرا اندازہ ہے کہ جان ڈال سے توقع کی جا رہی تھی کہ وہ فلمی کاروبار میں جگہ لے جائیں گے لیکن پھر کسی کو احساس ہوا کہ اس میں بہت کم صلاحیت ہے اور اسی وجہ سے وہ ٹی وی کا کام کرنا چھوڑ گیا۔ لی جے کوب جو عام طور پر لاجواب ہوتا ہے وہ خراب اسکرپٹ اور خراب سمت سے اوپر نہیں بڑھ سکتا۔ سمجھا جاتا ہے کہ جین وایاٹ ایک غیر معمولی فیتال ہے لیکن دیکھنے والوں کو راضی کرنے کے قریب کہیں نہیں آتا ہے۔ فلم میں حیرت انگیز نظر آنے والی دو کاریں ہیں جو میں نے کبھی نہیں دیکھی ہیں ، اس میں جان ڈال لی جے کوب کے بعد چل رہی ہے خاص طور پر حیرت انگیز ہے۔ ڈی وی ڈی کی منتقلی عام الفا ہے۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example5.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example5.txt new file mode 100644 index 00000000000000..2894f8e5fd1faf --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example5.txt @@ -0,0 +1,3 @@ +Example 5 + اس فلم کی تشہیر مزاح کے طور پر کی گئی تھی لیکن اس سے کہیں زیادہ سنجیدہ تھی جیسے ٹریلرز نے اسے تیار کیا تھا۔ مجھے غلط مت سمجھو ، میں نے فلم کا لطف اٹھایا ، لیکن زیادہ ہنسنے کی امید کر رہا تھا۔ رابن ولیمز اور لورا لننی کی عمدہ پرفارمنس۔ دیکھنے کے قابل ہے ، لیکن فرش پر رولنگ ہونے کی توقع نہ کریں۔ فلم نے مجھے یہ سوچ کر چھوڑ دیا کہ یہ کیا ہوگا اگر رابن ولیمز کا کردار ایک حقیقی شخص ہوتا جو صدر کے لئے انتخاب لڑ رہا تھا۔ کیا ہم ایک مزاح نگار کو منتخب کریں گے؟ مجھے شک ہے ، بدقسمتی سے۔ آج کل اس طرح کی پوری ایمانداری سے بہت زیادہ کمی ہے۔ یہ ایک ایسی فلم ہے جسے میں DVD پر آتے ہی اپنی ڈی وی ڈی لائبریری میں شامل کردوں گا۔ فلم میں دل ہے۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example6.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example6.txt new file mode 100644 index 00000000000000..a75fc60568ff38 --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example6.txt @@ -0,0 +1,3 @@ +Example 6 + اتنا اچھا عمل نہیں سنسنی خیز فلم ہے کیونکہ یہ اسی پانی کو ابتدائی اسٹیون سیگل فلموں کی طرح ناکام بنا دیتا ہے کیونکہ وہاں بہت اچھا سیٹ نہیں ہوتا ہے۔ اسٹیون سیگل اسی طرح کے کردار نبھا رہے ہیں جو انہوں نے قانون کے اوپر سے ادا کیا ہے۔ میری رائے میں کیینن آئیوری وینس کی پرفارمنس ایسی اوسط فلم میں ضائع ہوتی ہے اور اس کا تعلق زیادہ بہتر فلم میں ہے۔ باب گونٹن بطور خاص بھاری ہے۔ پوری فلم میں بہترین اداکاری برائن کاکس کی ہے جو قاتل کے کردار میں بہت ڈراؤنا ہے۔ میرے پسندیدہ مناظر روسی مافیا کے ساتھ لڑائی کے مناظر ہیں۔ گلیمر مین (1996) کو دیکھنے کی فلم کی ایک وجہ خوبصورت اور والپٹ اپس نکی کاکس کے مختصر نمائش کے لئے ہے۔ یہ بہت خراب ہے کہ ان کے ساتھ اس کے ساتھ زیادہ مناظر نہیں تھے۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example7.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example7.txt new file mode 100644 index 00000000000000..6349755bb30c4e --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example7.txt @@ -0,0 +1,3 @@ +Example 7 + نیکسٹ ایکشن اسٹار ریلیٹی ٹی وی سیریز دیکھنے کے بعد ، فاتحین کی فلم دیکھ کر مجھے بہت خوشی ہوئی۔ میں اس طرح کی نئی صلاحیتوں کی نمائش کرنے کا کام کررہا تھا ، لیکن مجھے خوشگوار حیرت اور حیرت ہوئی۔ بلی زین ، یقینا، ، اس کا معمول کا بڑا نفس تھا ، لیکن کورین اور شان نے اپنے ساتھ اپنے پاس رکھا۔ جریڈ اور جین (مقابلہ سے بھی) کو اپنے کرداروں میں دیکھ کر اچھا لگا۔ شان کا کردار ، بلی کا نہیں ، بلکہ شکار کیا گیا ہے ، اور اس کھیل میں نئے قواعد دریافت کرنے پر اس کی مایوسی اچھی طرح سے ادا کی گئی ہے۔ کورین اپنے کردار کی طرح شان کو پسند کرتی ہے اور صرف اس میں پیسوں کے ل being رہ رہی ہے۔ مجھے اچھا لگا کہ کھیل آخری سیکنڈ تک کس طرح کھیلا گیا۔ اور پھر اس سے آگے! ایک زبردست مووی نہیں ، بلکہ پوری طرح سے ایک دل لگی اور گیٹ سے باہر پہلی بار دو لوگوں کے لئے ایک عمدہ شوکیس۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example8.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example8.txt new file mode 100644 index 00000000000000..01f28284c64433 --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example8.txt @@ -0,0 +1,3 @@ +Example 8 + یہ مایوس کن فلم تھی۔ ایسا لگتا ہے کہ لوگوں کے پاس کوئی مادہ نہیں ہے ، مرکزی کردارنما مارٹن کاہل صفر سے چھٹکارا پانے والی اقدار کے حامل ہیں ، در حقیقت ، جون واوائٹ سمیت اس میں موجود ہر شخص آستین کی علامت ہے۔ میں کسی کو بھی اس فلم کی سفارش نہیں کروں گا۔ یہ تشدد قابل نفرت ہے ، حالانکہ یہ فن پارے سے کیا گیا ہے۔ فلم بندی کا رنگ سیاہ ہونا ہے ، کم از کم میں نے اس زمرے کے مطابق جو پرنٹ دیکھا تھا۔ ایک مایوسی۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example9.txt b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example9.txt new file mode 100644 index 00000000000000..bb196e472ed01e --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/inputs/sentimentdl_urduvec_imdb/Example9.txt @@ -0,0 +1,3 @@ +Example 9 + جب میں نے اس فلم کو کرائے پر لیا تھا تو میں پوری طرح کی توقع نہیں کر رہا تھا ، کیونکہ ان دنوں بہت سی آزاد فلمیں تھوڑی بہت زیادہ نظر آتی ہیں (ٹھیک ہے ، اس معاملے کے لئے ہالی ووڈ کی فلمیں بھی) لیکن یہ فلم لاجواب ، واقعی بہت اچھی تھی ، یہ بہت خراب ہے یہ ایک بہت بڑا سامعین تک نہیں پہنچا کیونکہ یہ صرف بہت عمدہ ہے۔ میں واقعی میں ایلس کے عزم کو پسند کرتا ہوں ، یہ واقعی مجھے اپنی زندگی کو ایک تحفہ کے طور پر دیکھنے پر مجبور کرتا ہے ، اور میں دیکھتا ہوں کہ مجھے صرف ایک تعلیم حاصل کرنے کا موقع ملا ہے۔ لیکن ان سب کو چھوڑ کر ، یہ فلم واقعی یہ ثابت کرتی ہے کہ اچھے فنکار اچھی کہانی سنانے کا اعزاز دے سکتے ہیں ، بجٹ کچھ بھی نہیں ہو ، یہ ایک بہترین فلم ہے اور ہر ایک کو اسے دیکھنا چاہئے ، وہ اسے پسند کریں گے اور یقینا اس سے کچھ سیکھیں گے۔ مجھے یہ جاننے کے لئے راجر ایبرٹ ہونے کی ضرورت نہیں ہے کہ میں نے ایک بہترین فلموں میں سے ایک دیکھا ہے جو میں نے سارا سال دیکھا ہے ، اور یقینا. سب سے زیادہ سچائی میں سے ایک ہے۔ + \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/requirements.txt b/examples/demos/streamlit/Sentiment UR/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment UR/streamlit_app.py b/examples/demos/streamlit/Sentiment UR/streamlit_app.py new file mode 100644 index 00000000000000..3b2315961b5d67 --- /dev/null +++ b/examples/demos/streamlit/Sentiment UR/streamlit_app.py @@ -0,0 +1,117 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document_assembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + sentence_detector = SentenceDetector() \ + .setInputCols(["document"]) \ + .setOutputCol("sentence") + + tokenizer = Tokenizer() \ + .setInputCols(["sentence"]) \ + .setOutputCol("token") + + word_embeddings = WordEmbeddingsModel()\ + .pretrained('urduvec_140M_300d', 'ur')\ + .setInputCols(["sentence",'token'])\ + .setOutputCol("word_embeddings") + + sentence_embeddings = SentenceEmbeddings() \ + .setInputCols(["sentence", "word_embeddings"]) \ + .setOutputCol("sentence_embeddings") \ + .setPoolingStrategy("AVERAGE") + + classifier = SentimentDLModel.pretrained('sentimentdl_urduvec_imdb', 'ur' )\ + .setInputCols(['sentence_embeddings'])\ + .setOutputCol('sentiment') + + nlpPipeline = Pipeline( + stages=[ + document_assembler, + sentence_detector, + tokenizer, + word_embeddings, + sentence_embeddings, + classifier ]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['sentiment'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Analyze sentiment in Urdu", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Analyze sentiment in Urdu movie reviews and tweets") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["sentimentdl_urduvec_imdb"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +folder_path = f"/content/Sentiment UR/inputs/{model}" +examples = [lines[1].strip() for filename in os.listdir(folder_path) if filename.endswith('.txt') for lines in [open(os.path.join(folder_path, filename), 'r').readlines()] if len(lines) >= 2] + +st.subheader("Detect the general sentiment expressed in a movie review or tweet by using our pretrained Spark NLP sentiment analysis model.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output.lower() in ['pos', 'positive']: + st.markdown("""

This seems like a {} text. 😃

""".format('positive'), unsafe_allow_html=True) +elif outputlower() in ['neg', 'negative']: + st.markdown("""

This seems like a {} text. 😠""".format('negative'), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Sentiment VI/images/jsl_logo_icon.png b/examples/demos/streamlit/Sentiment VI/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Sentiment VI/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Sentiment VI/images/logo.png b/examples/demos/streamlit/Sentiment VI/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Sentiment VI/images/logo.png differ diff --git a/examples/demos/streamlit/Sentiment VI/requirements.txt b/examples/demos/streamlit/Sentiment VI/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Sentiment VI/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Sentiment VI/streamlit_app.py b/examples/demos/streamlit/Sentiment VI/streamlit_app.py new file mode 100644 index 00000000000000..952f6df3f8ff2a --- /dev/null +++ b/examples/demos/streamlit/Sentiment VI/streamlit_app.py @@ -0,0 +1,108 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + embeddings = BertSentenceEmbeddings\ + .pretrained('labse', 'xx') \ + .setInputCols(["document"])\ + .setOutputCol("sentence_embeddings") + + sentimentClassifier = ClassifierDLModel.pretrained("classifierdl_distilbert_sentiment", "vi") \ + .setInputCols(["sentence_embeddings"]) \ + .setOutputCol("class_") + + nlpPipeline = Pipeline( + stages=[ + document, + embeddings, + sentimentClassifier + ]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['class_'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Analyze sentiment in Vietnamese texts", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Analyze sentiment in Vietnamese texts") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["classifierdl_distilbert_sentiment"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Chủ shop nch cực nhiệt tình và dễ thương lắm luôn á, lại còn tự tay viết thiệp và tặng kèm quà nữa, hihi.", + "Cho 3 sao vì đã nói trước là giúp mình cắt dây đeo là 6 6 rồi nhưng không cắt.", + "Dày ko y hình vì nếu y hình thì chữ nike phải may bằng kim tuyến mình check mã thì ko có mặt hàng này dù rất buồn nhưng cx đã nhận hàng rồi và ko biết phải làm sao😑😑.", + "Mặc dù có chút trục trặc về việc giao hàng nhưng chủ shop gọi điện nói chuyện rất lịch sự nên cũng cho qua được.", + "Chất lượng sản phẩm rất kém Shop làm ăn ko uy tín gửi hàng ko đúng hình.", + "Chất lượng sản phẩm tốt Đóng gói sản phẩm chắc chắn Thời gian giao hàng nhanh chỉ tiếc dây xanh gắn dây kéo bị ra màu nên e phải cắt bỏ nhưng sản phẩn khá ổn hợp với giá tiền." +] + +st.subheader("This model identifies Positive or Negative sentiments in Vietnamese texts.") + +selected_text = st.selectbox("Select a sample", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +if output.lower() in ['pos', 'positive']: + st.markdown("""

This seems like a {} text. 😃

""".format('positive'), unsafe_allow_html=True) +elif outputlower() in ['neg', 'negative']: + st.markdown("""

This seems like a {} text. 😠""".format('negative'), unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Speech Recognition/images/jsl_logo_icon.png b/examples/demos/streamlit/Speech Recognition/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Speech Recognition/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Speech Recognition/images/logo.png b/examples/demos/streamlit/Speech Recognition/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Speech Recognition/images/logo.png differ diff --git a/examples/demos/streamlit/Speech Recognition/inputs/audio-1.flac b/examples/demos/streamlit/Speech Recognition/inputs/audio-1.flac new file mode 100644 index 00000000000000..22b15125434b91 Binary files /dev/null and b/examples/demos/streamlit/Speech Recognition/inputs/audio-1.flac differ diff --git 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00000000000000..fa49226252e42b Binary files /dev/null and b/examples/demos/streamlit/Speech Recognition/inputs/audio-7.flac differ diff --git a/examples/demos/streamlit/Speech Recognition/inputs/audio-8.flac b/examples/demos/streamlit/Speech Recognition/inputs/audio-8.flac new file mode 100644 index 00000000000000..10e645b46fbcf8 Binary files /dev/null and b/examples/demos/streamlit/Speech Recognition/inputs/audio-8.flac differ diff --git a/examples/demos/streamlit/Speech Recognition/inputs/audio-9.flac b/examples/demos/streamlit/Speech Recognition/inputs/audio-9.flac new file mode 100644 index 00000000000000..482591d98f3678 Binary files /dev/null and b/examples/demos/streamlit/Speech Recognition/inputs/audio-9.flac differ diff --git a/examples/demos/streamlit/Speech Recognition/requirements.txt b/examples/demos/streamlit/Speech Recognition/requirements.txt new file mode 100644 index 00000000000000..fd1e9ccbaa8a5e --- /dev/null +++ b/examples/demos/streamlit/Speech Recognition/requirements.txt @@ -0,0 +1,5 @@ +streamlit +spark-nlp +pyspark +librosa +pandas \ No newline at end of file diff --git a/examples/demos/streamlit/Speech Recognition/streamlit_app.py b/examples/demos/streamlit/Speech Recognition/streamlit_app.py new file mode 100644 index 00000000000000..289f9904dbb8a8 --- /dev/null +++ b/examples/demos/streamlit/Speech Recognition/streamlit_app.py @@ -0,0 +1,123 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import librosa +import pandas as pd + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline +from pyspark.sql.types import * +import pyspark.sql.functions as F + +spark = sparknlp.start() + +def create_pipeline(model): + + audio_assembler = AudioAssembler() \ + .setInputCol("audio_content") \ + .setOutputCol("audio_assembler") + + speech_to_text = Wav2Vec2ForCTC \ + .pretrained(model)\ + .setInputCols("audio_assembler") \ + .setOutputCol("text") + + pipeline = Pipeline(stages=[ + audio_assembler, + speech_to_text + ]) + + return pipeline + +def fit_data(pipeline, fed_data): + + data,sampleing_rate = librosa.load(fed_data, sr=16000) + data=[float(x) for x in data] + schema = StructType([StructField("audio_content", ArrayType(FloatType())), + StructField("sampling_rate", LongType())]) + + df = pd.DataFrame({ + "audio_content":[data], + "sampling_rate":[sampleing_rate] + }) + + spark_df = spark.createDataFrame(df, schema) + pipelineDF = pipeline.fit(spark_df).transform(spark_df) + + return pipelineDF.select("text.result") + +def save_uploadedfile(uploadedfile, path): + filepath = os.path.join(path, uploadedfile.name) + with open(filepath, "wb") as f: + if hasattr(uploadedfile, 'getbuffer'): + f.write(uploadedfile.getbuffer()) + else: + f.write(uploadedfile.read()) + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Speech Recognition", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Speech Recognition") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) +model_list = ["asr_wav2vec2_base_100h_13K_steps","asr_wav2vec2_base_100h_ngram","asr_wav2vec2_base_100h_by_facebook","asr_wav2vec2_base_100h_test","asr_wav2vec2_base_960h"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link = """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +st.subheader("This demo transcribes audio files into texts using advanced speech recognition models.") + +AUDIO_FILE_PATH = f"/content/Speech Recognition/inputs" +audio_files = sorted(os.listdir(AUDIO_FILE_PATH)) + +select_audio = st.selectbox("Select an audio", audio_files) +# Creating a simplified Python list of audio file types +audio_file_types = ["mp3", "flac", "wav", "aac", "ogg", "aiff", "wma", "m4a", "ape", "dsf", "dff", "midi", "mid", "opus", "amr"] +uploadedfile = st.file_uploader("Try it for yourself!", type=audio_file_types) + +if uploadedfile: + selected_audio = f"{AUDIO_FILE_PATH}/{uploadedfile.name}" + save_uploadedfile(uploadedfile, AUDIO_FILE_PATH) +elif select_audio: + selected_audio = f"{AUDIO_FILE_PATH}/{select_audio}" + +st.subheader("Play Audio") + +audio_file = open(selected_audio, 'rb') +audio_bytes = audio_file.read() +st.audio(audio_bytes) + +st.subheader(f"Transcription for {select_audio}:") + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_audio) + +st.text(output.first().result[0].strip()) + diff --git a/examples/demos/streamlit/Speech recognition with whisper/images/jsl_logo_icon.png b/examples/demos/streamlit/Speech recognition with whisper/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Speech recognition with whisper/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Speech recognition with whisper/images/logo.png b/examples/demos/streamlit/Speech recognition with whisper/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Speech recognition with 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00000000000000..10e645b46fbcf8 Binary files /dev/null and b/examples/demos/streamlit/Speech recognition with whisper/inputs/audio-8.flac differ diff --git a/examples/demos/streamlit/Speech recognition with whisper/inputs/audio-9.flac b/examples/demos/streamlit/Speech recognition with whisper/inputs/audio-9.flac new file mode 100644 index 00000000000000..482591d98f3678 Binary files /dev/null and b/examples/demos/streamlit/Speech recognition with whisper/inputs/audio-9.flac differ diff --git a/examples/demos/streamlit/Speech recognition with whisper/requirements.txt b/examples/demos/streamlit/Speech recognition with whisper/requirements.txt new file mode 100644 index 00000000000000..fd1e9ccbaa8a5e --- /dev/null +++ b/examples/demos/streamlit/Speech recognition with whisper/requirements.txt @@ -0,0 +1,5 @@ +streamlit +spark-nlp +pyspark +librosa +pandas \ No newline at end of file diff --git a/examples/demos/streamlit/Speech recognition with whisper/streamlit_app.py b/examples/demos/streamlit/Speech recognition with whisper/streamlit_app.py new file mode 100644 index 00000000000000..705f378be3cc68 --- /dev/null +++ b/examples/demos/streamlit/Speech recognition with whisper/streamlit_app.py @@ -0,0 +1,122 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import librosa +import pandas as pd + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline +from pyspark.sql.types import * +import pyspark.sql.functions as F + +spark = sparknlp.start() + +def create_pipeline(model): + + audio_assembler = AudioAssembler() \ + .setInputCol("audio_content") \ + .setOutputCol("audio_assembler") + + speech_to_text = WhisperForCTC \ + .pretrained(model)\ + .setInputCols("audio_assembler") \ + .setOutputCol("text") + + pipeline = Pipeline(stages=[ + audio_assembler, + speech_to_text, + ]) + + return pipeline + +def fit_data(pipeline, fed_data): + + data,sampleing_rate = librosa.load(fed_data, sr=16000) + data=[float(x) for x in data] + schema = StructType([StructField("audio_content", ArrayType(FloatType())), + StructField("sampling_rate", LongType())]) + + df = pd.DataFrame({ + "audio_content":[data], + "sampling_rate":[sampleing_rate] + }) + + spark_df = spark.createDataFrame(df, schema) + pipelineDF = pipeline.fit(spark_df).transform(spark_df) + + return pipelineDF.select("text.result") + +def save_uploadedfile(uploadedfile, path): + filepath = os.path.join(path, uploadedfile.name) + with open(filepath, "wb") as f: + if hasattr(uploadedfile, 'getbuffer'): + f.write(uploadedfile.getbuffer()) + else: + f.write(uploadedfile.read()) + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Speech Recognition with Whisper", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Speech Recognition with Whisper") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) +model = st.sidebar.selectbox("Choose the pretrained model", ['asr_whisper_base', 'asr_whisper_small', 'asr_whisper_tiny'], help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link = """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +st.subheader("This demo transcribes audio files into texts using advanced speech recognition models.") + +AUDIO_FILE_PATH = "/content/Speech recognition with whisper/inputs" +audio_files = sorted(os.listdir(AUDIO_FILE_PATH)) + +select_audio = st.selectbox("Select an audio", audio_files) +# Creating a simplified Python list of audio file types +audio_file_types = ["mp3", "flac", "wav", "aac", "ogg", "aiff", "wma", "m4a", "ape", "dsf", "dff", "midi", "mid", "opus", "amr"] +uploadedfile = st.file_uploader("Try it for yourself!", type=audio_file_types) + +if uploadedfile: + selected_audio = f"{AUDIO_FILE_PATH}/{uploadedfile.name}" + save_uploadedfile(uploadedfile, AUDIO_FILE_PATH) +elif select_audio: + selected_audio = f"{AUDIO_FILE_PATH}/{select_audio}" + +st.subheader("Play Audio") + +audio_file = open(selected_audio, 'rb') +audio_bytes = audio_file.read() +st.audio(audio_bytes) + +st.subheader(f"Transcription for {select_audio}:") + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_audio) + +st.text(output.first().result[0].strip()) + diff --git a/examples/demos/streamlit/Spell Checker EN/images/jsl_logo_icon.png b/examples/demos/streamlit/Spell Checker EN/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Spell Checker EN/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Spell Checker EN/images/logo.png b/examples/demos/streamlit/Spell Checker EN/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Spell Checker EN/images/logo.png differ diff --git a/examples/demos/streamlit/Spell Checker EN/requirements.txt b/examples/demos/streamlit/Spell Checker EN/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Spell Checker EN/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Spell Checker EN/streamlit_app.py b/examples/demos/streamlit/Spell Checker EN/streamlit_app.py new file mode 100644 index 00000000000000..7f3e7d7bcfb987 --- /dev/null +++ b/examples/demos/streamlit/Spell Checker EN/streamlit_app.py @@ -0,0 +1,122 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import random +import base64 +import re + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline +from pyspark.sql.types import * +import pyspark.sql.functions as F + +spark = sparknlp.start() + +def create_pipeline(): + + document_assembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + tokenizer = RecursiveTokenizer()\ + .setInputCols(["document"])\ + .setOutputCol("token")\ + .setPrefixes(["\"", "(", "[", "\n"])\ + .setSuffixes([".", ",", "?", ")","!", "‘s"]) + + spell_model = ContextSpellCheckerModel\ + .pretrained('spellcheck_dl')\ + .setInputCols("token")\ + .setOutputCol("corrected") + + light_pipeline = Pipeline(stages = [document_assembler, tokenizer, spell_model]) + + return light_pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + result = model.annotate(data) + + return result + + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Spell check your text documents", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Spell check your text documents") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) +model_list = ["spellcheck_dl"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link = """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Apollo 11 was the space fleght that landed the frrst humans, Americans Neil Armstrong and Buzz Aldrin, on the Mon on july 20, 1969, at 20:18 UTC. Armstrong beceme the first to stp onto the luner surface 6 hours later on July 21 at 02:56 UTC. Armstrong spent abut three and a half two and a hakf hours outside the spacecraft, Aldrin slghtely less; and tgether they colected 47.5 pounds (21.5 kg) of lunar material for returne to Earth. A third member of the mission, Michael Collins, pilloted the comand spacecraft alone in lunar orbit untl Armstrong and Aldrin returned to it for the trep back to Earth.", + "Set theory is a branch of mathematical logic that studyes sets, which informally are colections of objects. Although any type of object can be collected into a set, set theory is applyed most often to objects that are relevant to mathematics. The language of set theory can be used to define nearly all mathematical objects. Set theory is commonly employed as a foundational system for mathematics. Beyond its foundational role, set theory is a branch of mathematics in its own right, with an active resurch community. Contemporary resurch into set theory includes a divers colection of topics, ranging from the structer of the real number line to the study of the consistency of large cardinals.", + "In mathematics and transporation enginering, traffic flow is the study of interctions between travellers (including podestrians, ciclists, drivers, and their vehicles) and inferstructure (including highways, signage, and traffic control devices), with the aim of understanding and developing an optimal transport network with eficiant movement of traffic and minimal traffic congestion problems. Current traffic models use a mixture of emperical and theoretical techniques. These models are then developed into traffic forecasts, and take account of proposed local or major changes, such as incrased vehicle use, changes in land use or changes in mode of transport (with people moving from bus to train or car, for example), and to identify areas of congestion where the network needs to be ajusted.", + "Critical theory is a social pholosiphy pertaning to the reflective asessment and critique of society and culture in order to reveal and challange power structures. With origins in socology, as well as in literary criticism, it argues that social problems are influenced and created more by societal structures and cultural assumptions than by individual and psychological factors. Mantaining that ideology is the principal obsticle to human liberation, critical theory was establiched as a school of thought primarily by the Frankfurt School theoreticians. One sociologist described a theory as critical insofar as it seeks 'to liberate human beings from the circomstances that enslave them.", + "In computitional languistics, lemmatisation is the algorhythmic process of determining the lemma of a word based on its intended meaning. Unlike stemming, lemmatisation depends on corectly identifing the intended part of speech and meaning of a word in a sentence, as well as within the larger context surounding that sentence, such as neigboring sentences or even an entire document. As a result, devleoping efficient lemmatisation algorithums is an open area of research. In many langauges, words appear in several inflected forms. For example, in English, the verb 'to walk' may appear as 'walk', 'walked', 'walks' or 'walking'. The base form, 'walk', that one might look up in a dictionery, is called the lemma for the word. The asociation of the base form with a part of speech is often called a lexeme of the word." +] + +st.subheader("Spark NLP contextual spellchecker allows the quick identification of typos or spelling issues within any text document.") + +selected_text = st.selectbox("Select an example", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader("Selected Text:") +st.write(selected_text) + +st.subheader(f"Misspells Detected:") +Pipeline = create_pipeline() +output = fit_data(Pipeline, selected_text) + +correction_dict_filtered = {token: corrected for token, corrected in zip(output['token'], output['corrected']) if token != corrected} + +def generate_html_with_corrections(sentence, corrections): + corrected_html = sentence + for incorrect, correct in corrections.items(): + corrected_html = corrected_html.replace(incorrect, f'{incorrect} {correct}') + return f'
{corrected_html}
' + +corrected_html_snippet = generate_html_with_corrections(selected_text, correction_dict_filtered) +st.markdown(corrected_html_snippet, unsafe_allow_html=True) + + + + + diff --git a/examples/demos/streamlit/StopWords African/images/jsl_logo_icon.png b/examples/demos/streamlit/StopWords African/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/StopWords African/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/StopWords African/images/logo.png b/examples/demos/streamlit/StopWords African/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/StopWords African/images/logo.png differ diff --git a/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example1.txt b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example1.txt new file mode 100644 index 00000000000000..cbc50cfcceb244 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example1.txt @@ -0,0 +1,2 @@ +Die Britse kolonel het in afwagting van die aanval sy kamp verskans, sodat De la Rey se eerste aansl... +Die Britse kolonel het in afwagting van die aanval sy kamp verskans, sodat De la Rey se eerste aanslag nie die gewenste uitwerking gehad het nie. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example2.txt b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example2.txt new file mode 100644 index 00000000000000..76269ae4b54613 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example2.txt @@ -0,0 +1,2 @@ +Suid-Afrika pronk met die belangrikste nywerheidsektor op die vasteland wat veertig persent van Afri... +Suid-Afrika pronk met die belangrikste nywerheidsektor op die vasteland wat veertig persent van Afrika se totale nywerheidsproduksie oplewer, ontgin 45 persent van Afrika se minerale en wek meer as die helfte van Afrika se elektrisiteit op. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example3.txt b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example3.txt new file mode 100644 index 00000000000000..85cb787c4084c4 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example3.txt @@ -0,0 +1,2 @@ +Met dank aan Kevin Reed van TNET Weather vir sy werk aan die oorspronklike Carterlake voorlegte, en ... +Met dank aan Kevin Reed van TNET Weather vir sy werk aan die oorspronklike Carterlake voorlegte, en sy ontwerp van die algemene webtuiste PHP management. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example4.txt b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example4.txt new file mode 100644 index 00000000000000..122af73187d2f6 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example4.txt @@ -0,0 +1,2 @@ +Hierdie posisie, soos bevestig en bewerkstelling deur die Grondwetlike Hof, sal voortaan bly staan t... +Hierdie posisie, soos bevestig en bewerkstelling deur die Grondwetlike Hof, sal voortaan bly staan tensy die Grondwetlike Hof weer in die toekoms met dieselfde regsvraag uitgedaag word. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example5.txt b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example5.txt new file mode 100644 index 00000000000000..7811b8cdf53d99 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Afrikaans/Example5.txt @@ -0,0 +1,2 @@ +Hy was sterk en moedig in sy siekbed, met ’n aftakelende kanker wat vanaf sy kolon vesprei het na sy... +Hy was sterk en moedig in sy siekbed, met ’n aftakelende kanker wat vanaf sy kolon vesprei het na sy longe, ribbes en brein. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Amharic/Example1.txt b/examples/demos/streamlit/StopWords African/inputs/Amharic/Example1.txt new file mode 100644 index 00000000000000..a9c29af3a6bdcb --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Amharic/Example1.txt @@ -0,0 +1,2 @@ +የኦሮሚያ ገንዘብና ኢኮኖሚ ትብብር ቢሮ ከዚህ በታች ባሉት ክፍት የሥራ መደቦች ላይ መስፈርቱን የሚያሟሉ አመልካቾችን አወዳድሮ በኮንትራትና በቋሚነት ሠራተኝነት... +የኦሮሚያ ገንዘብና ኢኮኖሚ ትብብር ቢሮ ከዚህ በታች ባሉት ክፍት የሥራ መደቦች ላይ መስፈርቱን የሚያሟሉ አመልካቾችን አወዳድሮ በኮንትራትና በቋሚነት ሠራተኝነት መቅጠር ይፈልጋል \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Amharic/Example2.txt b/examples/demos/streamlit/StopWords African/inputs/Amharic/Example2.txt new file mode 100644 index 00000000000000..d8f1fac1098206 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Amharic/Example2.txt @@ -0,0 +1,2 @@ +በአዲስ አበባ ከተማ የሚገኘው ታላቁ በዓታ ለማርያም ገዳም እንዴት ባለ አሳዛኝ ሁኔታ ላይ እንደሚገኝ ያትታል... +በአዲስ አበባ ከተማ የሚገኘው ታላቁ በዓታ ለማርያም ገዳም እንዴት ባለ አሳዛኝ ሁኔታ ላይ እንደሚገኝ ያትታል \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Amharic/Example3.txt b/examples/demos/streamlit/StopWords African/inputs/Amharic/Example3.txt new file mode 100644 index 00000000000000..da43bb6ff1f1c1 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Amharic/Example3.txt @@ -0,0 +1,2 @@ +እንዲያውም ይህ ሰው በግልፅና በፊት ለፊት ልከ እንደ መልአክ አይነት የሆነ ነው ለማለት ይቻላል... +እንዲያውም ይህ ሰው በግልፅና በፊት ለፊት ልከ እንደ መልአክ አይነት የሆነ ነው ለማለት ይቻላል \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Amharic/Example4.txt b/examples/demos/streamlit/StopWords African/inputs/Amharic/Example4.txt new file mode 100644 index 00000000000000..321361ed7525b6 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Amharic/Example4.txt @@ -0,0 +1,2 @@ +የማያዳግም ተቃውሞና የማይምር ሞት ለያንዳንዱ ቀጥተኛም ሆነ ተዘዋዋሪ የህወሃትና የትግሬ ተፅኖም ሆነ ጣልቃ ገብነትና የማያቋርጥ ዝርፊያና ብዝበዛ በአማራ ህዝብ... +የማያዳግም ተቃውሞና የማይምር ሞት ለያንዳንዱ ቀጥተኛም ሆነ ተዘዋዋሪ የህወሃትና የትግሬ ተፅኖም ሆነ ጣልቃ ገብነትና የማያቋርጥ ዝርፊያና ብዝበዛ በአማራ ህዝብ ላይ \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Hausa/Example1.txt b/examples/demos/streamlit/StopWords African/inputs/Hausa/Example1.txt new file mode 100644 index 00000000000000..aa6907bd4ab26e --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Hausa/Example1.txt @@ -0,0 +1,2 @@ +A ranar Juma’a mai zuwa ne wa’adin yajin aikin na gargadi zai kammala , kuma a hirar su da wakilin M... +A ranar Juma’a mai zuwa ne wa’adin yajin aikin na gargadi zai kammala , kuma a hirar su da wakilin Muaryar Amurka , Komared Mohammed Jaji ya yi tsokaci game da mataki na gaba . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Hausa/Example2.txt b/examples/demos/streamlit/StopWords African/inputs/Hausa/Example2.txt new file mode 100644 index 00000000000000..df06fb29928bd8 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Hausa/Example2.txt @@ -0,0 +1,2 @@ +Kan haka Majalisar Dinkin Duniya ta zabi Aliko Dangote , da shugaban bankin raya Afirka , da wassu m... +Kan haka Majalisar Dinkin Duniya ta zabi Aliko Dangote , da shugaban bankin raya Afirka , da wassu mutane 25 a fadin duniya su jagoranci magance matsalar tamowa , kafin shekara 2030 . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Hausa/Example3.txt b/examples/demos/streamlit/StopWords African/inputs/Hausa/Example3.txt new file mode 100644 index 00000000000000..0e1d7fcf1fd21d --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Hausa/Example3.txt @@ -0,0 +1,2 @@ +Temitope Olatoye Sugar shine mai wakiltar mazabar Lagelu da Akinyele daga jihar Oyo , a majalisar wa... +Temitope Olatoye Sugar shine mai wakiltar mazabar Lagelu da Akinyele daga jihar Oyo , a majalisar wakilan tarayyar Najeriya . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Hausa/Example4.txt b/examples/demos/streamlit/StopWords African/inputs/Hausa/Example4.txt new file mode 100644 index 00000000000000..fa6112b849a8e5 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Hausa/Example4.txt @@ -0,0 +1,2 @@ +Tsohon mataimakin shugaban Najeriya , kuma dan takarar shugaban kasa a zaben 2019 karkashin jam’iyya... +Tsohon mataimakin shugaban Najeriya , kuma dan takarar shugaban kasa a zaben 2019 karkashin jam’iyyar adawa ta PDP , Atiku Abubakar , ya yi Allah wadai da yunkurin da wasu sojoji suka yi na kifar da “ zababbiyar gwamnatin Habasha . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Swahili/Example1.txt b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example1.txt new file mode 100644 index 00000000000000..3574dbd12325aa --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example1.txt @@ -0,0 +1,2 @@ +Wanamgambo wa ADF Mauaji ya Alhamisi katika mkoa wa Mbau kaskazini mwa Beni yanashukiwa kufanya na k... +Wanamgambo wa ADF Mauaji ya Alhamisi katika mkoa wa Mbau kaskazini mwa Beni yanashukiwa kufanya na kundi la waasi la Allied Democratic Force , ADF , ambalo linahusika na mfululizo wa mauaji tangu kuanza kwa ghasia mwezi November . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Swahili/Example2.txt b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example2.txt new file mode 100644 index 00000000000000..f14b8f2aa85ae0 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example2.txt @@ -0,0 +1,2 @@ +Jeshi la Congo limegundua ‘kiwanda cha kutengeneza mabomu ya kienyeji’ katika kambi moja ya ADF wali... +Jeshi la Congo limegundua ‘kiwanda cha kutengeneza mabomu ya kienyeji’ katika kambi moja ya ADF waliyoiteka , msemaji wa jeshi jenerali Leon Richard Kasonga amesema Jumatano . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Swahili/Example3.txt b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example3.txt new file mode 100644 index 00000000000000..c35adc69f65da1 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example3.txt @@ -0,0 +1,2 @@ +Wajumbe wa kikosi kazi cha virusi vya corona cha White House wamepangiwa kutoa ushuhuda mbele ya kam... +Wajumbe wa kikosi kazi cha virusi vya corona cha White House wamepangiwa kutoa ushuhuda mbele ya kamati ya Nishati na Biashara ya Baraza la Wawakilishi Jumanne , na Spika wa Baraza la Wawakilishi Nancy Pelosi amesema , “ Wananchi wa Marekani wanahitaji majibu kwa nini Rais Trump anataka upimaji upunguzwe kasi wakati wataalam wanasema upimaji zaidi unahitajika . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Swahili/Example4.txt b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example4.txt new file mode 100644 index 00000000000000..cf11c4af4bac0a --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example4.txt @@ -0,0 +1,2 @@ +Siku Jumatano maafisa wawili wa Umoja wa Mataifa watawasilisha ripoti inayoeleza kwamba kuna ushahid... +Siku Jumatano maafisa wawili wa Umoja wa Mataifa watawasilisha ripoti inayoeleza kwamba kuna ushahidi wa kutosha unaodhihirisha kwamba Saudi Arabia ilidukua simu ya Bezos . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Swahili/Example5.txt b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example5.txt new file mode 100644 index 00000000000000..749fea6afa3ca7 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example5.txt @@ -0,0 +1,2 @@ +Mahakama ya Juu ya Korea Kusini imeamrisha mahakama ya chini ifikirie tena moja ya mashtaka ya jinai... +Mahakama ya Juu ya Korea Kusini imeamrisha mahakama ya chini ifikirie tena moja ya mashtaka ya jinai dhidi ya Rais wa zamani Park Geun - hye ambaye alilazimishwa kuondoka madarakani mwaka 2017 kutokana na kashfa ya ufisadi . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Swahili/Example6.txt b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example6.txt new file mode 100644 index 00000000000000..489c7a9a873f39 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Swahili/Example6.txt @@ -0,0 +1,2 @@ +Waziri Mkuu wa Uingereza Boris Johnson amesema ataheshimu utaratibu wa sheria lakini Uingereza itaji... +Waziri Mkuu wa Uingereza Boris Johnson amesema ataheshimu utaratibu wa sheria lakini Uingereza itajiondowa kutoka Umoja wa Ulaya ( EU ) ifikapo Oktoba 31 . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example1.txt b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example1.txt new file mode 100644 index 00000000000000..d8f5785a9b5b8b --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example1.txt @@ -0,0 +1,2 @@ +Ẹgbẹ́ Ohùn Àgbáyé dúró ṣinṣin pẹ̀lú Luis Carlos , ẹbíi rẹ̀ , àti oníròyìn aládàáṣiṣẹ́ gbogbo àwọn tí... +Ẹgbẹ́ Ohùn Àgbáyé dúró ṣinṣin pẹ̀lú Luis Carlos , ẹbíi rẹ̀ , àti oníròyìn aládàáṣiṣẹ́ gbogbo àwọn tí ó ń mú ìjọba ṣe bí ó ti yẹ ní Venezuela . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example2.txt b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example2.txt new file mode 100644 index 00000000000000..68d9dd627ed38f --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example2.txt @@ -0,0 +1,2 @@ +Ilé - iṣẹ́ẹ Mohammed Sani Musa , Activate Technologies Limited , ni ó kó ẹ̀rọ Ìwé - pélébé Ìdìbò Alá... +Ilé - iṣẹ́ẹ Mohammed Sani Musa , Activate Technologies Limited , ni ó kó ẹ̀rọ Ìwé - pélébé Ìdìbò Alálòpẹ́ ( PVCs ) tí a lò fún ọdún - un 2019 , nígbà tí ó jẹ́ òǹdíjedupò lábẹ́ ẹgbẹ́ olóṣèlúu tí ó ń tukọ̀ ètò ìṣèlú lọ́wọ́ All Progressives Congress ( APC ) fún Aṣojú Ìlà - Oòrùn Niger , ìyẹn gẹ́gẹ́ bí ilé iṣẹ́ aṣèwádìí , Premium Times ṣe tẹ̀ ẹ́ \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example3.txt b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example3.txt new file mode 100644 index 00000000000000..d7544b10aef8c4 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example3.txt @@ -0,0 +1,2 @@ +Ishaku Elisha Abbo ti ẹgbẹ́ alátakò People’s Democratic Party ( PDP ) jẹ́ aṣojú tí ó ń ṣojú Ẹkùn - u... +Ishaku Elisha Abbo ti ẹgbẹ́ alátakò People’s Democratic Party ( PDP ) jẹ́ aṣojú tí ó ń ṣojú Ẹkùn - un Àríwá Adamawa ní Ìpínlẹ̀ Adamawa , ní ìlà - oòrùn àríwá orílẹ̀ èdèe Nàìjíríà . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example4.txt b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example4.txt new file mode 100644 index 00000000000000..2bdaacf326b3e9 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example4.txt @@ -0,0 +1,2 @@ +Nínú oṣù Agẹmọ 2019 , ní ìṣojú ọlọ́pàá , Abbo ṣe àṣemáṣe pẹ̀lú òṣìṣẹ́bìnrin kan nínú ìsọ̀ ohun ìbálò... +Nínú oṣù Agẹmọ 2019 , ní ìṣojú ọlọ́pàá , Abbo ṣe àṣemáṣe pẹ̀lú òṣìṣẹ́bìnrin kan nínú ìsọ̀ ohun ìbálòpọ̀ ní olú - ìlú Nàìjíríà ní Abuja . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example5.txt b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example5.txt new file mode 100644 index 00000000000000..f3a3f55a489af5 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example5.txt @@ -0,0 +1,2 @@ +Abba Moro , tí í ṣe ọmọ ẹgbẹ́ẹ PDP , ni aṣojú fún ẹ̀ka Gúúsù Benue , àárín gbùngbùn àríwá Nàìjíríà .... +Abba Moro , tí í ṣe ọmọ ẹgbẹ́ẹ PDP , ni aṣojú fún ẹ̀ka Gúúsù Benue , àárín gbùngbùn àríwá Nàìjíríà . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example6.txt b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example6.txt new file mode 100644 index 00000000000000..f74e925c67a0f9 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/inputs/Yoruba/Example6.txt @@ -0,0 +1,2 @@ +Ní ọjọ́ 15 , oṣù Ẹrẹ́nà , ọdún - un 2014 , Moro , tí í ṣe ọ̀gá pátápátá ètò abélé , ló wà nídìí ìṣẹ̀... +Ní ọjọ́ 15 , oṣù Ẹrẹ́nà , ọdún - un 2014 , Moro , tí í ṣe ọ̀gá pátápátá ètò abélé , ló wà nídìí ìṣẹ̀lẹ̀ abanilọ́kànjẹ́ Ìgbanisíṣẹ́ Ẹ̀ṣọ̀ aṣọ́bodè Nàìjíríà tí àwọn ọ̀dọ́langba tí ó tó bíi ẹgbẹẹgbẹ̀rún 6 tó fẹ́ àyè iṣẹ́ ẹgbẹ̀rún 4 tí ó ṣí sílẹ̀ nínú iléeṣẹ́ Ẹ̀ṣọ̀ Aṣọ́bodè Nàìjíríà tí \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/requirements.txt b/examples/demos/streamlit/StopWords African/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/StopWords African/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords African/streamlit_app.py b/examples/demos/streamlit/StopWords African/streamlit_app.py new file mode 100644 index 00000000000000..79a8881b3da7eb --- /dev/null +++ b/examples/demos/streamlit/StopWords African/streamlit_app.py @@ -0,0 +1,120 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import random +import base64 +import re + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline +from pyspark.sql.types import * +import pyspark.sql.functions as F + +spark = sparknlp.start() + +def create_pipeline(model, language): + + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("document") + + tokenizer = Tokenizer() \ + .setInputCols(["document"]) \ + .setOutputCol("token") + + stop_words = StopWordsCleaner.pretrained(model, language) \ + .setInputCols(["token"]) \ + .setOutputCol("cleanTokens") + + pipeline = Pipeline(stages=[documentAssembler, tokenizer, stop_words]) + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + result = model.annotate(data) + + return result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Stopwords for African ", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Stopwords Remover for African") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +model_mappings = { + "Afrikaans": ["stopwords_iso", "af"], + "Amharic": ["stopwords_iso", "am"], + "Hausa": ["stopwords_ha", "ha"], + "Swahili": ["stopwords_sw", "sw"], + "Yoruba": ["stopwords_yo", "yo"], +} + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) +model = st.sidebar.selectbox("Choose the pretrained model", list(model_mappings.keys()), help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link = """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +folder_path = f"/content/StopWords African/inputs/{model}" +examples = [lines[1].strip() for filename in os.listdir(folder_path) if filename.endswith('.txt') for lines in [open(os.path.join(folder_path, filename), 'r').readlines()] if len(lines) >= 2] + +st.subheader(f"This model removes stopwords from {model} documents.") + +selected_text = st.selectbox("Select an example", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader("Selected Text:") +st.write(selected_text) + +st.subheader(f"Filtered Text:") +Pipeline = create_pipeline(model_mappings[model][0] , model_mappings[model][1]) +output = fit_data(Pipeline, selected_text) + +filtered_sentence = ' '.join(output["cleanTokens"]) + +st.sidebar.write("") +st.markdown(f"**{filtered_sentence}**") + +stop_words_removed = list((set(output["token"]) | set(output["cleanTokens"])) - (set(output["token"]) & set(output["cleanTokens"]))) + +table, table2, table3 = st.columns(3) +with table: + st.subheader('Basic Tokens:') + st.table(output["token"]) +with table2: + st.subheader('Tokens after removing Stop Words:') + st.table(output["cleanTokens"]) +with table3: + st.subheader('Stop Words Removed:') + st.table(stop_words_removed) + diff --git a/examples/demos/streamlit/StopWords East Asain/images/jsl_logo_icon.png b/examples/demos/streamlit/StopWords East Asain/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/StopWords East Asain/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/StopWords East Asain/images/logo.png b/examples/demos/streamlit/StopWords East Asain/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/StopWords East Asain/images/logo.png differ diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example1.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example1.txt new file mode 100644 index 00000000000000..10902e45c903f9 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example1.txt @@ -0,0 +1,2 @@ +除了作为北方之王之外，约翰·斯诺还是一位英国医生，也是麻醉和医疗卫生发展的领导者。... +除了作为北方之王之外，约翰·斯诺还是一位英国医生，也是麻醉和医疗卫生发展的领导者。 \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example2.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example2.txt new file mode 100644 index 00000000000000..747245ae82f20d --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example2.txt @@ -0,0 +1,2 @@ +决定自其第三届会议起在届会结束时选举下届会议的主席团，并鼓励主席团在常会以及可能举行的闭会期间会议的准备工作中发挥积极作用... +决定自其第三届会议起在届会结束时选举下届会议的主席团，并鼓励主席团在常会以及可能举行的闭会期间会议的准备工作中发挥积极作用 \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example3.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example3.txt new file mode 100644 index 00000000000000..0c535a4dc3b46b --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example3.txt @@ -0,0 +1,2 @@ +按此方式选出的主席、副主席和报告员应担任下届会议的主席团成员并指导秘书处进行该届会议以及可能举行的闭会期间会议的准备工作。... +按此方式选出的主席、副主席和报告员应担任下届会议的主席团成员并指导秘书处进行该届会议以及可能举行的闭会期间会议的准备工作。 \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example4.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example4.txt new file mode 100644 index 00000000000000..c06e8f5d9961b6 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example4.txt @@ -0,0 +1,2 @@ +在选举届会主席团成员时，五个区域组应各有两名代表担任主席团成员，其中一人应从公约和一项或多项和可能情况下所有各项已在届会开幕前生效的议定书的缔约国的代表中选出 ... +在选举届会主席团成员时，五个区域组应各有两名代表担任主席团成员，其中一人应从公约和一项或多项和可能情况下所有各项已在届会开幕前生效的议定书的缔约国的代表中选出 \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example5.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example5.txt new file mode 100644 index 00000000000000..133e55e99e0553 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Chinese/Example5.txt @@ -0,0 +1,2 @@ +委员会还建议，由于上述措施，在就新的拟议预算采取行动之前不采取任何需要大会核准的行动。... +委员会还建议，由于上述措施，在就新的拟议预算采取行动之前不采取任何需要大会核准的行动。 \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example1.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example1.txt new file mode 100644 index 00000000000000..a4938397e53ebb --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example1.txt @@ -0,0 +1,2 @@ +Selain menjadi raja utara, John Snow adalah seorang dokter Inggris dan pemimpin dalam pengembangan a... +Selain menjadi raja utara, John Snow adalah seorang dokter Inggris dan pemimpin dalam pengembangan anestesi dan kebersihan medis. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example2.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example2.txt new file mode 100644 index 00000000000000..47ba576537afc2 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example2.txt @@ -0,0 +1,2 @@ +Aroma khas yang ada jika makan di atas daun pisang , ya walau ramai tempat ini selalu jadi favourit ... +Aroma khas yang ada jika makan di atas daun pisang , ya walau ramai tempat ini selalu jadi favourit saya jika ke bandung. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example3.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example3.txt new file mode 100644 index 00000000000000..e973843eaff183 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example3.txt @@ -0,0 +1,2 @@ +Raja Melewar merupakan raja pertama Negeri Sembilan yang diangkat pada tahun 1773.... +Raja Melewar merupakan raja pertama Negeri Sembilan yang diangkat pada tahun 1773. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example4.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example4.txt new file mode 100644 index 00000000000000..6f5726aa1ed8fa --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example4.txt @@ -0,0 +1,2 @@ +Sejarah dimulai pada awal penciptaan manusia.... +Sejarah dimulai pada awal penciptaan manusia. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example5.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example5.txt new file mode 100644 index 00000000000000..90d22f3c848ac5 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Indonesian/Example5.txt @@ -0,0 +1,2 @@ +Secara umum matematika adalah pelajaran yang sangat di benci oleh murid-murid sekolah .... +Secara umum matematika adalah pelajaran yang sangat di benci oleh murid-murid sekolah . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example1.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example1.txt new file mode 100644 index 00000000000000..d41e660e06f4ad --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example1.txt @@ -0,0 +1,2 @@ +これに不快感を示す住民はいましたが,現在,表立って反対や抗議の声を挙げている住民はいないようです。... +これに不快感を示す住民はいましたが,現在,表立って反対や抗議の声を挙げている住民はいないようです。 \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example2.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example2.txt new file mode 100644 index 00000000000000..487cfad8f41467 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example2.txt @@ -0,0 +1,2 @@ +宮本茂氏は、日本の任天堂のゲームプロデューサーです。... +宮本茂氏は、日本の任天堂のゲームプロデューサーです。 \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example3.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example3.txt new file mode 100644 index 00000000000000..862ae9819b4a2c --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example3.txt @@ -0,0 +1,2 @@ +生命、宇宙、そして万物についての究極の疑問の答えは... +生命、宇宙、そして万物についての究極の疑問の答えは \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example4.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example4.txt new file mode 100644 index 00000000000000..a3a1281a5bfe9f --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example4.txt @@ -0,0 +1,2 @@ +自然の面では水鳥が多く生息地しているのが特徴で、秋から冬にかけてはカモ、ハクチョウ、ガン等の冬鳥が多く飛来してくる。... +自然の面では水鳥が多く生息地しているのが特徴で、秋から冬にかけてはカモ、ハクチョウ、ガン等の冬鳥が多く飛来してくる。 \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example5.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example5.txt new file mode 100644 index 00000000000000..ea3a97cd5c5440 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Japanese/Example5.txt @@ -0,0 +1,2 @@ +しかしながら水質については、天然河川の流入が無いことによる湖沼内の水の滞留や、生活排水由来の栄養塩の流入による富栄養化等の要因で好ましい状況では無い。... +しかしながら水質については、天然河川の流入が無いことによる湖沼内の水の滞留や、生活排水由来の栄養塩の流入による富栄養化等の要因で好ましい状況では無い。 \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example1.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example1.txt new file mode 100644 index 00000000000000..eea16f5f681258 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example1.txt @@ -0,0 +1,2 @@ +나는 그녀와 함께 초기 스타일로 내 꿈을 일부나마 이룰 수 있었으며 이 새로운 스타일은 정말 방대하고 신선하며 본질적으로 유려합니다.... +나는 그녀와 함께 초기 스타일로 내 꿈을 일부나마 이룰 수 있었으며 이 새로운 스타일은 정말 방대하고 신선하며 본질적으로 유려합니다. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example2.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example2.txt new file mode 100644 index 00000000000000..42eb975b5911f9 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example2.txt @@ -0,0 +1,2 @@ +북미의 남방은무늬밤나방 애벌레 개체수는 계절에 따라 캐나다에서 멕시코로 이동합니다.... +북미의 남방은무늬밤나방 애벌레 개체수는 계절에 따라 캐나다에서 멕시코로 이동합니다. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example3.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example3.txt new file mode 100644 index 00000000000000..b96bd465214301 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example3.txt @@ -0,0 +1,2 @@ +사슴 개체수를 조절할 수 있는 또 다른 방법은 출산율을 조절하는 것입니다.... +사슴 개체수를 조절할 수 있는 또 다른 방법은 출산율을 조절하는 것입니다. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example4.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example4.txt new file mode 100644 index 00000000000000..4f5d2a3dfb12eb --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example4.txt @@ -0,0 +1,2 @@ +그 영화는 A. 스리카르 프라사드가 촬영했고 라지브 메논이 편집했습니다.... +그 영화는 A. 스리카르 프라사드가 촬영했고 라지브 메논이 편집했습니다. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example5.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example5.txt new file mode 100644 index 00000000000000..214f55597c052e --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example5.txt @@ -0,0 +1,2 @@ +한 나이든 남자가 식당에서 오렌지 주스를 마시고 있다.... +한 나이든 남자가 식당에서 오렌지 주스를 마시고 있다. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example6.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example6.txt new file mode 100644 index 00000000000000..35a8970c4379a7 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Korean/Example6.txt @@ -0,0 +1,2 @@ +교황은 1980년에 한 가지 해결책을 제안했으며, 칠레에서는 거부되었고 아르헨티나에서는 승인되었습니다.... +교황은 1980년에 한 가지 해결책을 제안했으며, 칠레에서는 거부되었고 아르헨티나에서는 승인되었습니다. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example1.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example1.txt new file mode 100644 index 00000000000000..1c637cb1b6cc6a --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example1.txt @@ -0,0 +1,2 @@ +Ang bawat tao'y may karapatang makilahok nang malaya sa buhay pangkalinangan ng pamayanan, upang tam... +Ang bawat tao'y may karapatang makilahok nang malaya sa buhay pangkalinangan ng pamayanan, upang tamasahin ang mga sining at makihati sa mga kaunlaran sa siyensiya at sa mga pakinabang dito. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example2.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example2.txt new file mode 100644 index 00000000000000..286dd333b27e22 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example2.txt @@ -0,0 +1,2 @@ +Ang bawat tao'y may karapatan sa pangangalaga ng mga kapakanang moral at materyal bunga ng alin mang... +Ang bawat tao'y may karapatan sa pangangalaga ng mga kapakanang moral at materyal bunga ng alin mang produksiyong pang-agham, pampanitikan o pansining na siya ang may-akda. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example3.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example3.txt new file mode 100644 index 00000000000000..f43da083b5aa8b --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example3.txt @@ -0,0 +1,2 @@ +Dapat masaya ka, nakapasa ka sa pagsusulit.... +Dapat masaya ka, nakapasa ka sa pagsusulit. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example4.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example4.txt new file mode 100644 index 00000000000000..0bee234d6a82dc --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example4.txt @@ -0,0 +1,2 @@ +Sa laki ng ginastos ni Binay tapos sa laki din ng talo niya sa Mayo, siya pa din tameme sa ending ng... +Sa laki ng ginastos ni Binay tapos sa laki din ng talo niya sa Mayo, siya pa din tameme sa ending ng kwento. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example5.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example5.txt new file mode 100644 index 00000000000000..295fab59259784 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Tagalog/Example5.txt @@ -0,0 +1,2 @@ +Ano masasabi mo sa performance ni Binay sa recent presidential debate?... +Ano masasabi mo sa performance ni Binay sa recent presidential debate? \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example1.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example1.txt new file mode 100644 index 00000000000000..8f864b0af20db0 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example1.txt @@ -0,0 +1,2 @@ +Và tất cả các trang đều được xem xét bởi 400 khoa học gia và nhà phê bình khác từ 113 quốc gia .... +Và tất cả các trang đều được xem xét bởi 400 khoa học gia và nhà phê bình khác từ 113 quốc gia . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example2.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example2.txt new file mode 100644 index 00000000000000..ffa118c6351fbc --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example2.txt @@ -0,0 +1,2 @@ +Dù trọng lượng phân tử rất nhỏ , thế nhưng lượng isoprene được thải vào khí quyển hàng năm ngang ngử... +Dù trọng lượng phân tử rất nhỏ , thế nhưng lượng isoprene được thải vào khí quyển hàng năm ngang ngửa với tổng trọng lượng của dân số toàn cầu . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example3.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example3.txt new file mode 100644 index 00000000000000..1c9a305b95fe6c --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example3.txt @@ -0,0 +1,2 @@ +Chính vì nó có ý nghĩa quan trọng với hệ thống khí quyển , giá nào chúng tôi cũng theo đuổi nghiên c... +Chính vì nó có ý nghĩa quan trọng với hệ thống khí quyển , giá nào chúng tôi cũng theo đuổi nghiên cứu này đến cùng . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example4.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example4.txt new file mode 100644 index 00000000000000..2845b331123f98 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example4.txt @@ -0,0 +1,2 @@ +Các nhà khoa học phải được thắt chặt hoàn toàn vào ghế để có thể thực hiện đo đạc trên máy bay .... +Các nhà khoa học phải được thắt chặt hoàn toàn vào ghế để có thể thực hiện đo đạc trên máy bay . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example5.txt b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example5.txt new file mode 100644 index 00000000000000..6b2d15591b6fab --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/inputs/Vietnamese/Example5.txt @@ -0,0 +1,2 @@ +Đó là cả một phòng thí nghiệm di động để giúp chúng tôi thực hiện các phép đo .... +Đó là cả một phòng thí nghiệm di động để giúp chúng tôi thực hiện các phép đo . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/requirements.txt b/examples/demos/streamlit/StopWords East Asain/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords East Asain/streamlit_app.py b/examples/demos/streamlit/StopWords East Asain/streamlit_app.py new file mode 100644 index 00000000000000..0c4066ccdf0b6e --- /dev/null +++ b/examples/demos/streamlit/StopWords East Asain/streamlit_app.py @@ -0,0 +1,121 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import random +import base64 +import re + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline +from pyspark.sql.types import * +import pyspark.sql.functions as F + +spark = sparknlp.start() + +def create_pipeline(model, language): + + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("document") + + tokenizer = Tokenizer() \ + .setInputCols(["document"]) \ + .setOutputCol("token") + + stop_words = StopWordsCleaner.pretrained(model, language) \ + .setInputCols(["token"]) \ + .setOutputCol("cleanTokens") + + pipeline = Pipeline(stages=[documentAssembler, tokenizer, stop_words]) + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + result = model.annotate(data) + + return result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Stopwords for East Asian", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Stopwords Remover for East Asian") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +model_mappings = { + "Indonesian": ["stopwords_iso", "id"], + "Japanese": ["stopwords_iso","ja"], + "Korean": ["stopwords_iso","ko"], + "Tagalog": ["stopwords_iso", "tl"], + "Vietnamese": ["stopwords_iso", "vi"], + "Chinese": ["stopwords_iso", "zh"], +} + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) +model = st.sidebar.selectbox("Choose the pretrained model", list(model_mappings.keys()), help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link = """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +folder_path = f"/content/StopWords East Asain/inputs/{model}" +examples = [lines[1].strip() for filename in os.listdir(folder_path) if filename.endswith('.txt') for lines in [open(os.path.join(folder_path, filename), 'r').readlines()] if len(lines) >= 2] + +st.subheader(f"This model removes stopwords from {model} documents.") + +selected_text = st.selectbox("Select an example", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader("Selected Text:") +st.write(selected_text) + +st.subheader(f"Filtered Text:") +Pipeline = create_pipeline(model_mappings[model][0] , model_mappings[model][1]) +output = fit_data(Pipeline, selected_text) + +filtered_sentence = ' '.join(output["cleanTokens"]) + +st.sidebar.write("") +st.markdown(f"**{filtered_sentence}**") + +stop_words_removed = list((set(output["token"]) | set(output["cleanTokens"])) - (set(output["token"]) & set(output["cleanTokens"]))) + +table, table2, table3 = st.columns(3) +with table: + st.subheader('Basic Tokens:') + st.table(output["token"]) +with table2: + st.subheader('Tokens after removing Stop Words:') + st.table(output["cleanTokens"]) +with table3: + st.subheader('Stop Words Removed:') + st.table(stop_words_removed) + diff --git a/examples/demos/streamlit/StopWords European/images/jsl_logo_icon.png b/examples/demos/streamlit/StopWords European/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/StopWords European/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/StopWords European/images/logo.png b/examples/demos/streamlit/StopWords European/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/StopWords European/images/logo.png differ diff --git a/examples/demos/streamlit/StopWords European/inputs/Danish/Example1.txt b/examples/demos/streamlit/StopWords European/inputs/Danish/Example1.txt new file mode 100644 index 00000000000000..f10ff9e01cc300 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Danish/Example1.txt @@ -0,0 +1,2 @@ +Cykelhat er en guide til cykelhjelme. Vi viser et udvalg af cykelhjelme, sorteret på blandt andet fa... +Cykelhat er en guide til cykelhjelme. Vi viser et udvalg af cykelhjelme, sorteret på blandt andet farver. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Danish/Example2.txt b/examples/demos/streamlit/StopWords European/inputs/Danish/Example2.txt new file mode 100644 index 00000000000000..ef4dcfc9273c57 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Danish/Example2.txt @@ -0,0 +1,2 @@ +Vaccination kan anvendes til personer, der er erhvervsmæssigt udsat for smitte... +Vaccination kan anvendes til personer, der er erhvervsmæssigt udsat for smitte \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Danish/Example3.txt b/examples/demos/streamlit/StopWords European/inputs/Danish/Example3.txt new file mode 100644 index 00000000000000..a71e96424ab0df --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Danish/Example3.txt @@ -0,0 +1,2 @@ +SAU arbejder aktuelt sammen med NMFP’erne om at kortlægge strukturen og funktionen af mikrobiologien... +SAU arbejder aktuelt sammen med NMFP’erne om at kortlægge strukturen og funktionen af mikrobiologien for folkesundhed i alle medlemsstater. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Danish/Example4.txt b/examples/demos/streamlit/StopWords European/inputs/Danish/Example4.txt new file mode 100644 index 00000000000000..907d9386aca958 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Danish/Example4.txt @@ -0,0 +1,2 @@ +Digital Dialog er et uv-materiale, der er tænkt som en konkret og praktisk hjælp til at sætte skoler... +Digital Dialog er et uv-materiale, der er tænkt som en konkret og praktisk hjælp til at sætte skolernes digitale kultur og trivsel på dagsordenen. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Danish/Example5.txt b/examples/demos/streamlit/StopWords European/inputs/Danish/Example5.txt new file mode 100644 index 00000000000000..65cc9a118bb079 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Danish/Example5.txt @@ -0,0 +1,2 @@ +Tom brændte alle de billeder han havde af sin ekskæreste.... +Tom brændte alle de billeder han havde af sin ekskæreste. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/French/Example1.txt b/examples/demos/streamlit/StopWords European/inputs/French/Example1.txt new file mode 100644 index 00000000000000..61b71844afe43b --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/French/Example1.txt @@ -0,0 +1,2 @@ +Elle excelle à l'atelier radiophonique (BBC Radiophonic Workshop) où elle reste durant plusieurs ann... +Elle excelle à l'atelier radiophonique (BBC Radiophonic Workshop) où elle reste durant plusieurs années. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/French/Example2.txt b/examples/demos/streamlit/StopWords European/inputs/French/Example2.txt new file mode 100644 index 00000000000000..f92d00bee1adc5 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/French/Example2.txt @@ -0,0 +1,2 @@ +Né à Coteau-Landing dans la presqu'île de Vaudreuil-Soulanges, George di Madeiros Loy commença sa ca... +Né à Coteau-Landing dans la presqu'île de Vaudreuil-Soulanges, George di Madeiros Loy commença sa carrière politique en servant comme maire de la municipalité de Valleyfield de 1894 à 1899. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/French/Example3.txt b/examples/demos/streamlit/StopWords European/inputs/French/Example3.txt new file mode 100644 index 00000000000000..87863b76212d6b --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/French/Example3.txt @@ -0,0 +1,2 @@ +Il est considéré comme le premier à utiliser les données pour guérir l'épidémie de choléra en 1854.... +Il est considéré comme le premier à utiliser les données pour guérir l'épidémie de choléra en 1854. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/French/Example4.txt b/examples/demos/streamlit/StopWords European/inputs/French/Example4.txt new file mode 100644 index 00000000000000..a82ecd1df35f8d --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/French/Example4.txt @@ -0,0 +1,2 @@ +En intégrant des aspects historiques et fictifs, il est basé sur les récits du naufrages.... +En intégrant des aspects historiques et fictifs, il est basé sur les récits du naufrages. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/French/Example5.txt b/examples/demos/streamlit/StopWords European/inputs/French/Example5.txt new file mode 100644 index 00000000000000..67ff80b2eec3ca --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/French/Example5.txt @@ -0,0 +1,2 @@ +Élu député du Parti libéral dans la circonscription de Beauharnois, il dût être réélu lors d'une éle... +Élu député du Parti libéral dans la circonscription de Beauharnois, il dût être réélu lors d'une élection partielle en 1902 après que la dernière fut déclarée nulle. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/German/Example1.txt b/examples/demos/streamlit/StopWords European/inputs/German/Example1.txt new file mode 100644 index 00000000000000..e8663e69fef3a7 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/German/Example1.txt @@ -0,0 +1,2 @@ +Versuchen Sie es in wenigen Minuten erneut und benachrichtigen sie einen Administrator, falls das di... +Versuchen Sie es in wenigen Minuten erneut und benachrichtigen sie einen Administrator, falls das diese Nachricht weiterhin erscheint und Sie es für einen Fehler halten. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/German/Example2.txt b/examples/demos/streamlit/StopWords European/inputs/German/Example2.txt new file mode 100644 index 00000000000000..84ebaab486c5bf --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/German/Example2.txt @@ -0,0 +1,2 @@ +Wanderer für Ausflugsziel ideale Das Radler, Sonnenanbeter, Blumenliebhaber, Wanderungen, schöne vie... +Wanderer für Ausflugsziel ideale Das Radler, Sonnenanbeter, Blumenliebhaber, Wanderungen, schöne viele für Ausgangspunkt sowie. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/German/Example3.txt b/examples/demos/streamlit/StopWords European/inputs/German/Example3.txt new file mode 100644 index 00000000000000..859fa6cac0277f --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/German/Example3.txt @@ -0,0 +1,2 @@ +Mit insgesamt 714 Einsätzen in der First Division ist er der Feldspieler mit den meisten Einsätzen i... +Mit insgesamt 714 Einsätzen in der First Division ist er der Feldspieler mit den meisten Einsätzen in der höchsten englischen Spielklasse. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/German/Example4.txt b/examples/demos/streamlit/StopWords European/inputs/German/Example4.txt new file mode 100644 index 00000000000000..01c65bee5ef96c --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/German/Example4.txt @@ -0,0 +1,2 @@ +Martin Becker ist Autor und Entwickler des auf bookofratricks.eu dargestellten Systems zur Manipulat... +Martin Becker ist Autor und Entwickler des auf bookofratricks.eu dargestellten Systems zur Manipulation von Casinos & Spielautomaten. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/German/Example5.txt b/examples/demos/streamlit/StopWords European/inputs/German/Example5.txt new file mode 100644 index 00000000000000..6ca11c9830a32a --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/German/Example5.txt @@ -0,0 +1,2 @@ +Ibser begann seine Karriere beim ASK Ebreichsdorf.... +Ibser begann seine Karriere beim ASK Ebreichsdorf. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Italian/Example1.txt b/examples/demos/streamlit/StopWords European/inputs/Italian/Example1.txt new file mode 100644 index 00000000000000..24ada310fd03a3 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Italian/Example1.txt @@ -0,0 +1,2 @@ +Il corso verrà introdotto dalla Presidente dell'Associazione CasaClima Network Milano , che ne prese... +Il corso verrà introdotto dalla Presidente dell'Associazione CasaClima Network Milano , che ne presenterà il nuovo progetto di rete. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Italian/Example2.txt b/examples/demos/streamlit/StopWords European/inputs/Italian/Example2.txt new file mode 100644 index 00000000000000..3d38248e77b8c3 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Italian/Example2.txt @@ -0,0 +1,2 @@ +Prima di acquistare una lampada torchiere per la tua casa , è importante conoscere i pericoli di alc... +Prima di acquistare una lampada torchiere per la tua casa , è importante conoscere i pericoli di alcuni tipi di lampade torchiere presente. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Italian/Example3.txt b/examples/demos/streamlit/StopWords European/inputs/Italian/Example3.txt new file mode 100644 index 00000000000000..7554dc2e7e1ebe --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Italian/Example3.txt @@ -0,0 +1,2 @@ +Comprendente aspetti sia storici e fittizi, si basa sui racconti dell'affondamento del Titanic dell'... +Comprendente aspetti sia storici e fittizi, si basa sui racconti dell'affondamento del Titanic dell'annegamento dell'RMS. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Italian/Example4.txt b/examples/demos/streamlit/StopWords European/inputs/Italian/Example4.txt new file mode 100644 index 00000000000000..2fadb6974543ba --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Italian/Example4.txt @@ -0,0 +1,2 @@ +Durante la sua carriera a Microsoft, Gates ha ricoperto le cariche di presidente, direttore esecutiv... +Durante la sua carriera a Microsoft, Gates ha ricoperto le cariche di presidente, direttore esecutivo e direttore esecutivo e direttore di Microsoft. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Italian/Example5.txt b/examples/demos/streamlit/StopWords European/inputs/Italian/Example5.txt new file mode 100644 index 00000000000000..aa360175a57286 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Italian/Example5.txt @@ -0,0 +1,2 @@ +Nel 2017 ha fondato e divenne Consigliere Scientifico Capo dell'Istituto Vector Institute di Toronto... +Nel 2017 ha fondato e divenne Consigliere Scientifico Capo dell'Istituto Vector Institute di Toronto \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example1.txt b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example1.txt new file mode 100644 index 00000000000000..9f92c521771115 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example1.txt @@ -0,0 +1,2 @@ +O Estadual daquele ano foi dividido em quatro grupos que ofereciam 2 vagas cada um para as fases fin... +O Estadual daquele ano foi dividido em quatro grupos que ofereciam 2 vagas cada um para as fases finais, formada por um octogonal que decidiria o campeão. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example2.txt b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example2.txt new file mode 100644 index 00000000000000..832cbf2cdc7ef3 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example2.txt @@ -0,0 +1,2 @@ +Todos os direitos de imagem e vídeo que estão neste site são reservados pelos respectivos proprietár... +Todos os direitos de imagem e vídeo que estão neste site são reservados pelos respectivos proprietários. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example3.txt b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example3.txt new file mode 100644 index 00000000000000..26a760baddf313 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example3.txt @@ -0,0 +1,2 @@ +Esta opinião foi confirmada por várias decisões judiciais.... +Esta opinião foi confirmada por várias decisões judiciais. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example4.txt b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example4.txt new file mode 100644 index 00000000000000..a7f8baaed4d8e1 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example4.txt @@ -0,0 +1,2 @@ +Quando Sebastian Thrun começou a trabalhar em carros autônomos no Google em 2007, poucas pessoas for... +Quando Sebastian Thrun começou a trabalhar em carros autônomos no Google em 2007, poucas pessoas fora da empresa o levaram a sério. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example5.txt b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example5.txt new file mode 100644 index 00000000000000..5d93e4bd8f285b --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Portuguese/Example5.txt @@ -0,0 +1,2 @@ +A história do processamento de linguagem natural geralmente começou na década de 1950, embora o trab... +A história do processamento de linguagem natural geralmente começou na década de 1950, embora o trabalho possa ser encontrado em períodos anteriores. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Romanian/Example1.txt b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example1.txt new file mode 100644 index 00000000000000..b2d39e62c07d88 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example1.txt @@ -0,0 +1,2 @@ +Vă rugăm să introduceți caracterele din imaginea de mai jos. Această măsură este necesară pentru a p... +Vă rugăm să introduceți caracterele din imaginea de mai jos. Această măsură este necesară pentru a preveni trimiterea automatizată de spam. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Romanian/Example2.txt b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example2.txt new file mode 100644 index 00000000000000..51a21dec945dd7 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example2.txt @@ -0,0 +1,2 @@ +În afară de a fi regele nordului, John Snow este un medic englez și un lider în dezvoltarea anestezi... +În afară de a fi regele nordului, John Snow este un medic englez și un lider în dezvoltarea anesteziei și igienei medicale \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Romanian/Example3.txt b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example3.txt new file mode 100644 index 00000000000000..69e2af59e1fba7 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example3.txt @@ -0,0 +1,2 @@ +Capacitatea de cazare a complexului este limitata, asa ca locurile se vor ocupa pe masura inscrieril... +Capacitatea de cazare a complexului este limitata, asa ca locurile se vor ocupa pe masura inscrierilor. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Romanian/Example4.txt b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example4.txt new file mode 100644 index 00000000000000..aaca606df93b6a --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example4.txt @@ -0,0 +1,2 @@ +Melanie a omorât accidental o muscă.... +Melanie a omorât accidental o muscă. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Romanian/Example5.txt b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example5.txt new file mode 100644 index 00000000000000..abb779f2a479f5 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Romanian/Example5.txt @@ -0,0 +1,2 @@ +Desenatorului îi ia uneori ore întregi. Poate zile. E mult 20 de secunde pentru a împărți cu prieten... +Desenatorului îi ia uneori ore întregi. Poate zile. E mult 20 de secunde pentru a împărți cu prietenii tăi frumosul? \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Spanish/Example1.txt b/examples/demos/streamlit/StopWords European/inputs/Spanish/Example1.txt new file mode 100644 index 00000000000000..42f7d20e3fc3f8 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Spanish/Example1.txt @@ -0,0 +1,2 @@ +Disponemos de una cartera de clientes inversores chinos los cuales compran en España désde hace años... +Disponemos de una cartera de clientes inversores chinos los cuales compran en España désde hace años. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Spanish/Example2.txt b/examples/demos/streamlit/StopWords European/inputs/Spanish/Example2.txt new file mode 100644 index 00000000000000..6c53658cf00829 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Spanish/Example2.txt @@ -0,0 +1,2 @@ +Para información de los Pastores, comunicamos a Uds.... +Para información de los Pastores, comunicamos a Uds. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Spanish/Example3.txt b/examples/demos/streamlit/StopWords European/inputs/Spanish/Example3.txt new file mode 100644 index 00000000000000..2f800616781a90 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Spanish/Example3.txt @@ -0,0 +1,2 @@ +Creador de web crawlers especializados en la recopilación de información en internet por áreas de co... +Creador de web crawlers especializados en la recopilación de información en internet por áreas de conocimiento. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Spanish/Example4.txt b/examples/demos/streamlit/StopWords European/inputs/Spanish/Example4.txt new file mode 100644 index 00000000000000..8c4d7ec9542805 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Spanish/Example4.txt @@ -0,0 +1,2 @@ +Nuevos proyectos industriales en tiempos de crisis.... +Nuevos proyectos industriales en tiempos de crisis. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Swedish/Example1.txt b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example1.txt new file mode 100644 index 00000000000000..9355489045661e --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example1.txt @@ -0,0 +1,2 @@ +I sjuttonåriga Mare Barrows värld är samhället inte uppdelat efter klass, religion, ras eller kön, u... +I sjuttonåriga Mare Barrows värld är samhället inte uppdelat efter klass, religion, ras eller kön, utan efter blod. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Swedish/Example2.txt b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example2.txt new file mode 100644 index 00000000000000..f9b636d3151df6 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example2.txt @@ -0,0 +1,2 @@ +Engelbert tar Volvon till Tele2 Arena för att titta på Djurgården som spelar fotboll i VM klockan tv... +Engelbert tar Volvon till Tele2 Arena för att titta på Djurgården som spelar fotboll i VM klockan två på kvällen. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Swedish/Example3.txt b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example3.txt new file mode 100644 index 00000000000000..aa30b6d8f8d370 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example3.txt @@ -0,0 +1,2 @@ +som spelar fotboll i VM klockan två på kvällen.... +som spelar fotboll i VM klockan två på kvällen. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Swedish/Example4.txt b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example4.txt new file mode 100644 index 00000000000000..6940d0d4b55097 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example4.txt @@ -0,0 +1,2 @@ +Mitt namn är Wolfgang och jag bor i Berlin.... +Mitt namn är Wolfgang och jag bor i Berlin. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/inputs/Swedish/Example5.txt b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example5.txt new file mode 100644 index 00000000000000..1e09ebf4e35bd2 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/inputs/Swedish/Example5.txt @@ -0,0 +1,2 @@ +Arbetsnarkomaner ser semesterdagar som slöseri med tid. ... +Arbetsnarkomaner ser semesterdagar som slöseri med tid. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/requirements.txt b/examples/demos/streamlit/StopWords European/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords European/streamlit_app.py b/examples/demos/streamlit/StopWords European/streamlit_app.py new file mode 100644 index 00000000000000..a05cb54016b6d6 --- /dev/null +++ b/examples/demos/streamlit/StopWords European/streamlit_app.py @@ -0,0 +1,123 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import random +import base64 +import re + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline +from pyspark.sql.types import * +import pyspark.sql.functions as F + +spark = sparknlp.start() + +def create_pipeline(model, language): + + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("document") + + tokenizer = Tokenizer() \ + .setInputCols(["document"]) \ + .setOutputCol("token") + + stop_words = StopWordsCleaner.pretrained(model, language) \ + .setInputCols(["token"]) \ + .setOutputCol("cleanTokens") + + pipeline = Pipeline(stages=[documentAssembler, tokenizer, stop_words]) + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + result = model.annotate(data) + + return result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Stopwords for European ", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Stopwords Remover for European") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +model_mappings = { + "Danish": ["stopwords_iso", "da"], + "French": ["stopwords_iso", "fr"], + "German": ["stopwords_iso", "de"], + "Italian": ["stopwords_iso", "it"], + "Portuguese": ["stopwords_iso", "pt"], + "Romanian": ["stopwords_iso", "ro"], + "Spanish": ["stopwords_iso", "es"], + "Swedish": ["stopwords_iso", "sv"], + +} +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) +model = st.sidebar.selectbox("Choose the pretrained model", list(model_mappings.keys()), help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link = """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +folder_path = f"/content/StopWords European/inputs/{model}" +examples = [lines[1].strip() for filename in os.listdir(folder_path) if filename.endswith('.txt') for lines in [open(os.path.join(folder_path, filename), 'r').readlines()] if len(lines) >= 2] + +st.subheader(f"This model removes stopwords from {model} documents.") + +selected_text = st.selectbox("Select an example", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader("Selected Text:") +st.write(selected_text) + +st.subheader(f"Filtered Text:") +Pipeline = create_pipeline(model_mappings[model][0] , model_mappings[model][1]) +output = fit_data(Pipeline, selected_text) + +filtered_sentence = ' '.join(output["cleanTokens"]) + +st.sidebar.write("") +st.markdown(f"**{filtered_sentence}**") + +stop_words_removed = list((set(output["token"]) | set(output["cleanTokens"])) - (set(output["token"]) & set(output["cleanTokens"]))) + +table, table2, table3 = st.columns(3) +with table: + st.subheader('Basic Tokens:') + st.table(output["token"]) +with table2: + st.subheader('Tokens after removing Stop Words:') + st.table(output["cleanTokens"]) +with table3: + st.subheader('Stop Words Removed:') + st.table(stop_words_removed) + diff --git a/examples/demos/streamlit/StopWords Indian/images/jsl_logo_icon.png b/examples/demos/streamlit/StopWords Indian/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/StopWords Indian/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/StopWords Indian/images/logo.png b/examples/demos/streamlit/StopWords Indian/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/StopWords Indian/images/logo.png differ diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example1.txt b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example1.txt new file mode 100644 index 00000000000000..851a04a464ce09 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example1.txt @@ -0,0 +1,2 @@ +তিনি জানান যে, তাঁর মন্ত্রক সম্প্রতি কম্যুনিটি রেডিও স্টেশন গড়ে তোলার জন্য ভর্তুকির পরিমাণ উত্তর-পূ... +তিনি জানান যে, তাঁর মন্ত্রক সম্প্রতি কম্যুনিটি রেডিও স্টেশন গড়ে তোলার জন্য ভর্তুকির পরিমাণ উত্তর-পূর্বাঞ্চলের ক্ষেত্রে ৫০ শতাংশ থেকে বাড়িয়ে ৯০শতাংশ আর অন্যান্য রাজ্যের ক্ষেত্রে ৭৫ শতাংশ করেছে সাড়ে সাত লক্ষ টাকার উর্ধ্বসীমা সাপেক্ষে। \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example2.txt b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example2.txt new file mode 100644 index 00000000000000..bf1430d66ae086 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example2.txt @@ -0,0 +1,2 @@ +এই লিগে বিভিন্ন রাজ্য থেকে ২৫-টি দল অংশ নেয়। ভারতীয় মহিলা ফুটবল লিগ-কে বার্ষিক ক্রীড়া কর্মসূচির অ... +এই লিগে বিভিন্ন রাজ্য থেকে ২৫-টি দল অংশ নেয়। ভারতীয় মহিলা ফুটবল লিগ-কে বার্ষিক ক্রীড়া কর্মসূচির অঙ্গ হিসেবে পরিকল্পনা করা হয়েছে, যাতে প্রতি বছর এর মানোন্নয়ন করা যায়। \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example3.txt b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example3.txt new file mode 100644 index 00000000000000..2e5a6fa89a9949 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example3.txt @@ -0,0 +1,2 @@ +অধিকাংশ উকিলরাই এই এলাহাবাদের মানুষের মনে তথা ভারতের স্বাধীনতা আন্দোলনে ব্রিটিশ শাসনের সামনে অভয়ের ... +অধিকাংশ উকিলরাই এই এলাহাবাদের মানুষের মনে তথা ভারতের স্বাধীনতা আন্দোলনে ব্রিটিশ শাসনের সামনে অভয়ের সুরক্ষাচক্র দিয়েছেন, সুরক্ষার কবচকুণ্ডল দিয়েছেন! \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example4.txt b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example4.txt new file mode 100644 index 00000000000000..3042068ba05c1f --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example4.txt @@ -0,0 +1,2 @@ +এর পাশাপাশি, প্রথম শ্রেণী থেকে দ্বাদশ শ্রেণী পর্যন্ত স্বাস্হ্য ওশরীর শিক্ষার পাঠ্যসূচি তৈরি করেছে শি... +এর পাশাপাশি, প্রথম শ্রেণী থেকে দ্বাদশ শ্রেণী পর্যন্ত স্বাস্হ্য ওশরীর শিক্ষার পাঠ্যসূচি তৈরি করেছে শিক্ষা সংক্রান্ত গবেষণা ও প্রশিক্ষণের জাতীয় পর্ষদ ন্যাশনাল কাউন্সিল অফ এডুকেশনাল রিসার্চ অ্যান্ড ট্রেইনিং। \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example5.txt b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example5.txt new file mode 100644 index 00000000000000..816364b3b19581 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Bengali/Example5.txt @@ -0,0 +1,2 @@ +প্রারম্ভিক ভাষণে শ্রী নাইডু কমিটির সদস্যদের মন্ত্রকের পক্ষ থেকে দেশে কম্যুনিটি রেডিও আন্দোলনের প্রসা... +প্রারম্ভিক ভাষণে শ্রী নাইডু কমিটির সদস্যদের মন্ত্রকের পক্ষ থেকে দেশে কম্যুনিটি রেডিও আন্দোলনের প্রসার ঘটাতে যে সব পদক্ষেপ নেওয়া হয়েছে সে সম্পর্কে অবহিত করেন। \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example1.txt b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example1.txt new file mode 100644 index 00000000000000..ac9530679b5a0f --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example1.txt @@ -0,0 +1,2 @@ +इसके अलावा, स्टार्ट अप को अपने जीवन चक्र के विभिन्न चरणों के माध्यम से धन जुटाने की आवश्यकता होती है... +इसके अलावा, स्टार्ट अप को अपने जीवन चक्र के विभिन्न चरणों के माध्यम से धन जुटाने की आवश्यकता होती है, अर्थात प्रारंभिक चरण, बीज स्तर और विकास मंच पर। \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example2.txt b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example2.txt new file mode 100644 index 00000000000000..f40a192e2549ad --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example2.txt @@ -0,0 +1,2 @@ +समिति के सदस्योंन को देश में सामुदायिक रेडियो के विकास को सुविधाजनक बनाने में मंत्रालय की उपलब्धियों... +समिति के सदस्योंन को देश में सामुदायिक रेडियो के विकास को सुविधाजनक बनाने में मंत्रालय की उपलब्धियों एवं इसके विभिन्नो कदमों के बारे में जानकारी दी गई। \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example3.txt b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example3.txt new file mode 100644 index 00000000000000..d70ad3ded59489 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example3.txt @@ -0,0 +1,2 @@ +बैठक में प्रधानमंत्री कार्यालय एवं नीति आयोग के अलावा विभिन्न संबद्ध मंत्रालयों के वरिष्ठ अधिकारियों... +बैठक में प्रधानमंत्री कार्यालय एवं नीति आयोग के अलावा विभिन्न संबद्ध मंत्रालयों के वरिष्ठ अधिकारियों ने भाग लिया। \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example4.txt b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example4.txt new file mode 100644 index 00000000000000..1dc182e058da9d --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example4.txt @@ -0,0 +1,2 @@ +प्रधानमंत्री ने इन आगामी सिंचाई परियोजनाओं में ड्रिप और सूक्ष्म सिंचाई पर अधिक ध्यान देने के लिए अधि... +प्रधानमंत्री ने इन आगामी सिंचाई परियोजनाओं में ड्रिप और सूक्ष्म सिंचाई पर अधिक ध्यान देने के लिए अधिकारियों से आग्रह किया। \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example5.txt b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example5.txt new file mode 100644 index 00000000000000..a4a05943298e3f --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Hindi/Example5.txt @@ -0,0 +1,2 @@ +प्रधानमंत्री ने पीएमकेएसवाई के लिए एक व्यापक एवं समग्र दृष्टि के साथ काम करने के लिए अधिकारियों को प... +प्रधानमंत्री ने पीएमकेएसवाई के लिए एक व्यापक एवं समग्र दृष्टि के साथ काम करने के लिए अधिकारियों को प्रोत्साहित किया। \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example1.txt b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example1.txt new file mode 100644 index 00000000000000..30ca436fb53ce9 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example1.txt @@ -0,0 +1,2 @@ +अडीच हजारांहून जास्त युवकांनी, जम्मू काश्मीरचे 90 टक्के जवान जम्मू काश्मीरचे आहेत, ज्यांनी कष्ट करून... +अडीच हजारांहून जास्त युवकांनी, जम्मू काश्मीरचे 90 टक्के जवान जम्मू काश्मीरचे आहेत, ज्यांनी कष्ट करून या बोगद्याची निर्मिती केली आहे. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example2.txt b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example2.txt new file mode 100644 index 00000000000000..be8f493d368184 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example2.txt @@ -0,0 +1,2 @@ +गोपाळ गोडसे कवींनी मोठ्या बेहोष जिव्हाळ्याने आणि उन्मादक रसिकतेने `जय मृत्युंजय’ या कवितासंग्रहात स्... +गोपाळ गोडसे कवींनी मोठ्या बेहोष जिव्हाळ्याने आणि उन्मादक रसिकतेने `जय मृत्युंजय’ या कवितासंग्रहात स्वातंत्र्यवीर सावरकरांचे वर्णन केले आहे. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example3.txt b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example3.txt new file mode 100644 index 00000000000000..6616fbd28a590a --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example3.txt @@ -0,0 +1,2 @@ +यामुळे सेवेत असलेल्या आणि प्रशिक्षित नसलेल्या प्राथमिक शिक्षकांना, प्रशिक्षण पूर्ण करता येणार असल्या... +यामुळे सेवेत असलेल्या आणि प्रशिक्षित नसलेल्या प्राथमिक शिक्षकांना, प्रशिक्षण पूर्ण करता येणार असल्याने, देशात, प्राथमिक स्तरावर विशिष्ट किमान स्तर राखणे सुलभ होणार आहे. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example4.txt b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example4.txt new file mode 100644 index 00000000000000..277ec704ef381e --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example4.txt @@ -0,0 +1,2 @@ +बॉलिवूडचा बहुचर्चीत चित्रपट 'ठग्स ऑफ हिन्दोस्तान' आज प्रदर्शित झाला. त्यामुळे आज प्रदर्शित झाल्याबरो... +बॉलिवूडचा बहुचर्चीत चित्रपट 'ठग्स ऑफ हिन्दोस्तान' आज प्रदर्शित झाला. त्यामुळे आज प्रदर्शित झाल्याबरोबरच प्रेक्षकांनी चित्रपट पाहण्यासाठी गर्दी केली. मात्र चित्रपट पाहून आलेल्या प्रेक्षकांनी सोशल मीडियावर त्यांची तीव्र नाराजी व्यक्त केली आहे. याचे भन्नाट मिम्स सोशल मीडियावर व्हायरल होत आहेत. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example5.txt b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example5.txt new file mode 100644 index 00000000000000..fb4de20022cce4 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Marathi/Example5.txt @@ -0,0 +1,2 @@ +कुडे सर, आपल्या प्रवासाविषयी वाचून डोळ्यात अश्रू आले. खरोखर आपण केलेले कार्य खूप प्रेरणादायी आहे.आम्... +कुडे सर, आपल्या प्रवासाविषयी वाचून डोळ्यात अश्रू आले. खरोखर आपण केलेले कार्य खूप प्रेरणादायी आहे.आम्ही नक्कीच आपला आदर्श घेऊ. आपल्या शाळेचा प्रवास पाहून यावर्षी माझे जीवलग मित्र कुटे सर आपणाकडे रूजू झाले आहेत, नक्कीच त्यांचीही आपणांस मदत होईल. खूप खूप शुभेच्छा. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example1.txt b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example1.txt new file mode 100644 index 00000000000000..5ad1eccf03ab3c --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example1.txt @@ -0,0 +1,2 @@ +கட்சி வெற்றி பெற்றதோடு பெற்றத் ஓடு ஆட்சியில் உள்ள கட்சிக்கு ஒரு மாற்றுக் கட்சியாக வளர்ந்துள்ளது வளர்... +கட்சி வெற்றி பெற்றதோடு பெற்றத் ஓடு ஆட்சியில் உள்ள கட்சிக்கு ஒரு மாற்றுக் கட்சியாக வளர்ந்துள்ளது வளர்ந்த் உள்ளது . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example2.txt b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example2.txt new file mode 100644 index 00000000000000..09bebd49d9dacb --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example2.txt @@ -0,0 +1,2 @@ +இது மாதிரியான உடல் மனம் சார்ந்த பிரச்சனைகளுக்கு ஒருவர் அல்லது இருவரிடம் மட்டுமே ஆலோசனை கேட்பது முக்க... +இது மாதிரியான உடல் மனம் சார்ந்த பிரச்சனைகளுக்கு ஒருவர் அல்லது இருவரிடம் மட்டுமே ஆலோசனை கேட்பது முக்கியம் . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example3.txt b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example3.txt new file mode 100644 index 00000000000000..6e28e41e631f00 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example3.txt @@ -0,0 +1,2 @@ +நிகழ்ச்சியில் பேசிய சுவாமி அவ்தேஷானந்தா ஜி, பிரதமரை ஒரு விகாஸ் அவதாரம்'' என வர்ணித்தார். தண்ணீர் சிக... +நிகழ்ச்சியில் பேசிய சுவாமி அவ்தேஷானந்தா ஜி, பிரதமரை ஒரு விகாஸ் அவதாரம்'' என வர்ணித்தார். தண்ணீர் சிக்கனம் குறித்து மக்களிடம் ஆழமான விழிப்புணர்வு ஏற்படுத்துவதில் பிரதமர் உத்வேகம் அளித்துள்ளார் என்று அவர் கூறினார். \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example4.txt b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example4.txt new file mode 100644 index 00000000000000..1bf9ba463a790b --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example4.txt @@ -0,0 +1,2 @@ +நிகழ்ச்சியில் பேசிய மத்தியப் பிரதேச முதலமைச்சர் திரு. சிவ்ராஜ் சிங் சவுகான், மக்கள் பங்கேற்புடன் உலக... +நிகழ்ச்சியில் பேசிய மத்தியப் பிரதேச முதலமைச்சர் திரு. சிவ்ராஜ் சிங் சவுகான், மக்கள் பங்கேற்புடன் உலகில் மிகவும் சுத்தமான நதியாக நர்மதா நதி மாற்றப்படும் என்று தெரிவித்தார். \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example5.txt b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example5.txt new file mode 100644 index 00000000000000..eca7ae33499b31 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/inputs/Tamil/Example5.txt @@ -0,0 +1,2 @@ +என் பையனின் பிறந்த நாள் டிசம்பரில் வந்தது அவனுக்கு சர்ப்ரைசாக இருக்கட்டும் என்று என் ஹஸ்பண்டும் பெண்... +என் பையனின் பிறந்த நாள் டிசம்பரில் வந்தது அவனுக்கு சர்ப்ரைசாக இருக்கட்டும் என்று என் ஹஸ்பண்டும் பெண்ணும் பெங்களூருக்கு முந்தின நாள் இரவு சென்றார்கள். \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/requirements.txt b/examples/demos/streamlit/StopWords Indian/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Indian/streamlit_app.py b/examples/demos/streamlit/StopWords Indian/streamlit_app.py new file mode 100644 index 00000000000000..105ad8098e07a8 --- /dev/null +++ b/examples/demos/streamlit/StopWords Indian/streamlit_app.py @@ -0,0 +1,102 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documenter = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + sentencerDL = SentenceDetectorDLModel\ + .pretrained("sentence_detector_dl", "en") \ + .setInputCols(["document"]) \ + .setOutputCol("sentences") + + sd_pipeline = PipelineModel(stages=[documenter, sentencerDL]) + + return sd_pipeline + +def fit_data(pipeline, data): + model = LightPipeline(pipeline) + results = model.fullAnnotate(data)[0] + return results + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Detect sentences in text", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.title("Detect sentences in text") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["sentence_detector_dl"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + "Brexit: U.K to ban more EU citizens with criminal records. In a recent Home Office meeting a consensus has been made to tighten border policies. However a no-deal Brexit could make it harder to identify foreign criminals; With the U.K in a transition period since it formally left the EU in January, an EU citizen can currently only be refused entry if they present a genuine, present and serious threat.", + """Harry Harding on the US, China, and a ‘Cold War 2.0’. “Calling it a second Cold War is misleading, but to deny that it’s a Cold War is also disingenuous.”, Harding is a specialist on Asia and U.S.-Asian relations. His major publications include Organizing China: The Problem of Bureaucracy, 1949-1966.The phrase “new Cold War” is an example of the use of analogies in understanding the world.The world is a very complicated place.People like to find ways of coming to a clearer and simpler understanding.""", + "Tesla’s latest quarterly numbers beat analyst expectations on both revenue and earnings per share, bringing in $8.77 billion in revenues for the third quarter.That’s up 39% from the year-ago period.Wall Street had expected $8.36 billion in revenue for the quarter, according to estimates published by CNBC. Revenue grew 30% year-on-year, something the company attributed to substantial growth in vehicle deliveries, and operating income also grew to $809 million, showing improving operating margins to 9.2%.", + "2020 is another year that is consistent with a rapidly changing Arctic.Without a systematic reduction in greenhouse gases, the likelihood of our first ‘ice-free’ summer will continue to increase by the mid-21st century;It is already well known that a smaller ice sheet means less of a white area to reflect the sun’s heat back into space. But this is not the only reason the Arctic is warming more than twice as fast as the global average", + "HBR: The world is changing in rapid, unprecedented ways, but one thing remains certain: as businesses look to embed lessons learned in recent months and to build enterprise resilience for the future, they are due for even more transformation.As such, most organizations are voraciously evaluating existing and future technologies to see if they’ll be able to deliver the innovation at scale that they’ll need to survive and thrive.However, technology should not be central to these transformation efforts; people should." +] + +st.subheader("Detect sentences from general purpose text documents using a deep learning model capable of understanding noisy sentence structures.") + +selected_text = st.selectbox("Select a sample Tweet", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) + +st.subheader('Detected Sentences') + +import pandas as pd + +data = [{ + 'begin': sentence.begin, + 'end': sentence.end, + 'result': sentence.result +} for sentence in output['sentences']] + +df = pd.DataFrame(data) +st.table(df) diff --git a/examples/demos/streamlit/StopWords Middle Eastern/images/jsl_logo_icon.png b/examples/demos/streamlit/StopWords Middle Eastern/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/StopWords Middle Eastern/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/StopWords Middle Eastern/images/logo.png b/examples/demos/streamlit/StopWords Middle Eastern/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/StopWords Middle Eastern/images/logo.png differ diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example1.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example1.txt new file mode 100644 index 00000000000000..6c716335dc59c0 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example1.txt @@ -0,0 +1,2 @@ +أخبروني ،إيه، أنه سيتم استدعائي من قبل شاب في النهاية سيقابلني .... +أخبروني ،إيه، أنه سيتم استدعائي من قبل شاب في النهاية سيقابلني . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example2.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example2.txt new file mode 100644 index 00000000000000..871c9bd586f22a --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example2.txt @@ -0,0 +1,2 @@ +الفتاة التي يمكن أن تساعدني موجودة في جميع أنحاء المدينة.... +الفتاة التي يمكن أن تساعدني موجودة في جميع أنحاء المدينة. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example3.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example3.txt new file mode 100644 index 00000000000000..e129f7c58044e7 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example3.txt @@ -0,0 +1,2 @@ +حتى لو كانت الطائرة محترقة ، فلماذا تحترق ، وستحترق من خلال عنصر الرصاص حتى يتسرب الإشعاع.... +حتى لو كانت الطائرة محترقة ، فلماذا تحترق ، وستحترق من خلال عنصر الرصاص حتى يتسرب الإشعاع. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example4.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example4.txt new file mode 100644 index 00000000000000..53de752e14c05c --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example4.txt @@ -0,0 +1,2 @@ +أريد أن أقول إنه لم يكن هناك أي خطر في الدخول في القنبلة لأنها لن تنفجر، بغض النظر عن مدى قوتها على ... +أريد أن أقول إنه لم يكن هناك أي خطر في الدخول في القنبلة لأنها لن تنفجر، بغض النظر عن مدى قوتها على الأرض. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example5.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example5.txt new file mode 100644 index 00000000000000..204fb0855bbccb --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Arabic/Example5.txt @@ -0,0 +1,2 @@ +لكن على أية حال ، ستصبح الحيوانات طليقة طوال الوقت ، وخاصة الماعز .... +لكن على أية حال ، ستصبح الحيوانات طليقة طوال الوقت ، وخاصة الماعز . \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example1.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example1.txt new file mode 100644 index 00000000000000..1187a2b7da2686 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example1.txt @@ -0,0 +1,2 @@ +אני איש שיווק, וכאחד כזה, אני יודע שמעולם לא באמת הייתי בשליטה.... +אני איש שיווק, וכאחד כזה, אני יודע שמעולם לא באמת הייתי בשליטה. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example2.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example2.txt new file mode 100644 index 00000000000000..b8e86bbbab6f95 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example2.txt @@ -0,0 +1,2 @@ +המותג שלך הוא מה שאנשים אחרים אומרים עליך כאשר אתה אינך בחדר, כך אומר הפתגם.... +המותג שלך הוא מה שאנשים אחרים אומרים עליך כאשר אתה אינך בחדר, כך אומר הפתגם. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example3.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example3.txt new file mode 100644 index 00000000000000..41d11e6ea31896 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example3.txt @@ -0,0 +1,2 @@ +לוחם מזדקן (דומיניק פרסל) בחיפוש אחר גאולה צועד לזירה עם מתאגרף רעב וצעיר (איזק סמית)שיש לו מה להוכי... +לוחם מזדקן (דומיניק פרסל) בחיפוש אחר גאולה צועד לזירה עם מתאגרף רעב וצעיר (איזק סמית)שיש לו מה להוכיח. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example4.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example4.txt new file mode 100644 index 00000000000000..1817e49ca0c071 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example4.txt @@ -0,0 +1,2 @@ +לצד כל זאת שמחה רבה חשנו במפגש המחודש שאחרי חופשה ארוכה.... +לצד כל זאת שמחה רבה חשנו במפגש המחודש שאחרי חופשה ארוכה. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example5.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example5.txt new file mode 100644 index 00000000000000..c8520b6dbaf188 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Hebrew/Example5.txt @@ -0,0 +1,2 @@ + בתהליך העיצוב זה נוח, אולם הבחינה הסופית והחשובה יותר זה כיצד הספר נראה בטאבלט או בסמארטפון.... + בתהליך העיצוב זה נוח, אולם הבחינה הסופית והחשובה יותר זה כיצד הספר נראה בטאבלט או בסמארטפון. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example1.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example1.txt new file mode 100644 index 00000000000000..c6dc7f42acc7e6 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example1.txt @@ -0,0 +1,2 @@ + کلن یکی از قسمت ها مهم کلش رویال هست که در ادامه ی مطلب کامل و دقیق توضیح داده شده برای دیدن جزییات... + کلن یکی از قسمت ها مهم کلش رویال هست که در ادامه ی مطلب کامل و دقیق توضیح داده شده برای دیدن جزییات کامل کلن در کلش رویال به ادامه ی. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example2.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example2.txt new file mode 100644 index 00000000000000..fa6486741d633d --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example2.txt @@ -0,0 +1,2 @@ +آنانند که از سوی پروردگارشان بر هدایت اند و آنانند که رستگارند.... +آنانند که از سوی پروردگارشان بر هدایت اند و آنانند که رستگارند. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example3.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example3.txt new file mode 100644 index 00000000000000..a29675c1080554 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example3.txt @@ -0,0 +1,2 @@ +و کسانی که ایمان آوردند و کارهای شایسته انجام دادند، اهل بهشت اند و در آن جاودانه اند.... +و کسانی که ایمان آوردند و کارهای شایسته انجام دادند، اهل بهشت اند و در آن جاودانه اند. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example4.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example4.txt new file mode 100644 index 00000000000000..77cb6218df1192 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example4.txt @@ -0,0 +1,2 @@ +کلیه حقوق متعلق به صدا و سیمای جمهوری اسلامی ایران می باشد.... +کلیه حقوق متعلق به صدا و سیمای جمهوری اسلامی ایران می باشد. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example5.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example5.txt new file mode 100644 index 00000000000000..0ad9f7244050a9 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Persian/Example5.txt @@ -0,0 +1,2 @@ +آنان که به غیب ایمان دارند و نماز را بر پا می دارند و از آنچه به آنان روزی داده ایم، انفاق می کنند.... +آنان که به غیب ایمان دارند و نماز را بر پا می دارند و از آنچه به آنان روزی داده ایم، انفاق می کنند. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example1.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example1.txt new file mode 100644 index 00000000000000..2c9f29559c4569 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example1.txt @@ -0,0 +1,2 @@ +Hakiki hayatım benim için can sıkıcı bir rüyadan başka bir şey değildir.... +Hakiki hayatım benim için can sıkıcı bir rüyadan başka bir şey değildir. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example2.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example2.txt new file mode 100644 index 00000000000000..2135c1f14f32fe --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example2.txt @@ -0,0 +1,2 @@ +Bazen bütün insanları boyunlarına sarılıp öpecek kadar seviyorum, bazen de hiçbirinin yüzünü görmek ... +Bazen bütün insanları boyunlarına sarılıp öpecek kadar seviyorum, bazen de hiçbirinin yüzünü görmek istemiyorum. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example3.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example3.txt new file mode 100644 index 00000000000000..4c339f8c11a628 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example3.txt @@ -0,0 +1,2 @@ +Ondan sonra en aşağılık katil bile yaptığı iş için kafi mazeretler tedarik etmiştir.... +Ondan sonra en aşağılık katil bile yaptığı iş için kafi mazeretler tedarik etmiştir. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example4.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example4.txt new file mode 100644 index 00000000000000..980363159fa6a8 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Turkish/Example4.txt @@ -0,0 +1,2 @@ +Yersiz yurtsuz kalmayı, doğruları adına hiç taviz vermeden yaşamayı seçen ve sonunda bu uğurda hayat... +Yersiz yurtsuz kalmayı, doğruları adına hiç taviz vermeden yaşamayı seçen ve sonunda bu uğurda hayatını kaybetmiş; insan ruhunun en derinlerini avucunun içi gibi bilen bir yazardı o. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example1.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example1.txt new file mode 100644 index 00000000000000..6547149bef606d --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example1.txt @@ -0,0 +1,2 @@ +ایمان جب انسان کے اندراپنی جڑیں مضبوط کر لیتاهے تو گناہ مشکل اور نیکی آسان هو جاتی هے_دل نرم اور آنک... +ایمان جب انسان کے اندراپنی جڑیں مضبوط کر لیتاهے تو گناہ مشکل اور نیکی آسان هو جاتی هے_دل نرم اور آنکھیں نم رهنے لگتی ہیں. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example2.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example2.txt new file mode 100644 index 00000000000000..1015bd4c4c699e --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example2.txt @@ -0,0 +1,2 @@ +بارے میں پوچھ گچھ کے لئے، ہم آپ کے ای میل کو چھوڑ دو اور ہم 24 گھنٹے کے اندر رابطے میں ہو جائے گا، ب... +بارے میں پوچھ گچھ کے لئے، ہم آپ کے ای میل کو چھوڑ دو اور ہم 24 گھنٹے کے اندر رابطے میں ہو جائے گا، براہ مہربانی. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example3.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example3.txt new file mode 100644 index 00000000000000..cf57fc952930d2 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example3.txt @@ -0,0 +1,2 @@ +اکثر یورپی ملکوں کی طرح سائیکلنگ جرمنی میں بھی عام ہے۔ لوگ آفس یا کہیں آنے جانے کے لیے سائیکل کا کاف... +اکثر یورپی ملکوں کی طرح سائیکلنگ جرمنی میں بھی عام ہے۔ لوگ آفس یا کہیں آنے جانے کے لیے سائیکل کا کافی استعمال کرتے ہیں۔ \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example4.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example4.txt new file mode 100644 index 00000000000000..6d39eec6a1dd47 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example4.txt @@ -0,0 +1,2 @@ +قیدیوں کی سزا معافی کردی ہے جن میں بیشتر منشیات رکھنے کے جرم میں سزا کاٹ رہے تھے۔... +قیدیوں کی سزا معافی کردی ہے جن میں بیشتر منشیات رکھنے کے جرم میں سزا کاٹ رہے تھے۔ \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example5.txt b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example5.txt new file mode 100644 index 00000000000000..af3846dec9a33e --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/inputs/Urdu/Example5.txt @@ -0,0 +1,2 @@ +انہوں نے کہاکہ بھوکے جنگلی جانوروں کی طرح کتوں نے بعدازاں مزیددرجنوں ایسے افرادکوبھی کاٹ کرزخمی کردی... +انہوں نے کہاکہ بھوکے جنگلی جانوروں کی طرح کتوں نے بعدازاں مزیددرجنوں ایسے افرادکوبھی کاٹ کرزخمی کردیاجوناشتے کیلئے دودھ روٹی یادوسرے کسی کام سے گھروں سے نکلے تھے گھنٹے کے اندر رابطے میں ہو جائے گا، براہ مہربانی. \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/requirements.txt b/examples/demos/streamlit/StopWords Middle Eastern/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/StopWords Middle Eastern/streamlit_app.py b/examples/demos/streamlit/StopWords Middle Eastern/streamlit_app.py new file mode 100644 index 00000000000000..40abc990a1b5a4 --- /dev/null +++ b/examples/demos/streamlit/StopWords Middle Eastern/streamlit_app.py @@ -0,0 +1,118 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import random +import base64 +import re + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline +from pyspark.sql.types import * +import pyspark.sql.functions as F + +spark = sparknlp.start() + +def create_pipeline(model, language): + + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("document") + + tokenizer = Tokenizer() \ + .setInputCols(["document"]) \ + .setOutputCol("token") + + stop_words = StopWordsCleaner.pretrained(model, language) \ + .setInputCols(["token"]) \ + .setOutputCol("cleanTokens") + + pipeline = Pipeline(stages=[documentAssembler, tokenizer, stop_words]) + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + result = model.annotate(data) + + return result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Stopwords for Middle Eastern", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Stopwords Remover for Middle Eastern") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +model_mappings = { + "Persian": ["stopwords_iso", "fa"], + "Arabic": ["stopwords_iso", "ar"], + "Urdu": ["stopwords_iso", "ur"], +} + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) +model = st.sidebar.selectbox("Choose the pretrained model", list(model_mappings.keys()), help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link = """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +folder_path = f"/content/StopWords Middle Eastern/inputs/{model}" +examples = [lines[1].strip() for filename in os.listdir(folder_path) if filename.endswith('.txt') for lines in [open(os.path.join(folder_path, filename), 'r').readlines()] if len(lines) >= 2] + +st.subheader(f"This model removes stopwords from {model} documents.") + +selected_text = st.selectbox("Select an example", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader("Selected Text:") +st.write(selected_text) + +st.subheader(f"Filtered Text:") +Pipeline = create_pipeline(model_mappings[model][0] , model_mappings[model][1]) +output = fit_data(Pipeline, selected_text) + +filtered_sentence = ' '.join(output["cleanTokens"]) + +st.sidebar.write("") +st.markdown(f"**{filtered_sentence}**") + +stop_words_removed = list((set(output["token"]) | set(output["cleanTokens"])) - (set(output["token"]) & set(output["cleanTokens"]))) + +table, table2, table3 = st.columns(3) +with table: + st.subheader('Basic Tokens:') + st.table(output["token"]) +with table2: + st.subheader('Tokens after removing Stop Words:') + st.table(output["cleanTokens"]) +with table3: + st.subheader('Stop Words Removed:') + st.table(stop_words_removed) + diff --git a/examples/demos/streamlit/T5 Active Passive/images/jsl_logo_icon.png b/examples/demos/streamlit/T5 Active Passive/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/T5 Active Passive/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/T5 Active Passive/images/logo.png b/examples/demos/streamlit/T5 Active Passive/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/T5 Active Passive/images/logo.png differ diff --git a/examples/demos/streamlit/T5 Active Passive/requirements.txt b/examples/demos/streamlit/T5 Active Passive/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/T5 Active Passive/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/T5 Active Passive/streamlit_app.py b/examples/demos/streamlit/T5 Active Passive/streamlit_app.py new file mode 100644 index 00000000000000..c204ef408c9a37 --- /dev/null +++ b/examples/demos/streamlit/T5 Active Passive/streamlit_app.py @@ -0,0 +1,105 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model, task): + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("documents") + + t5 = T5Transformer.pretrained(model) \ + .setTask(task) \ + .setInputCols(["documents"])\ + .setMaxOutputLength(200)\ + .setOutputCol("corrections") + + pipeline = Pipeline().setStages([documentAssembler, t5]) + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['corrections'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="T5 Transformers", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +st.sidebar.image(logo_path, width=300) + +model_list = { + "t5_active_to_passive_styletransfer": "T5 for Active to Passive Style Transfer", + "t5_passive_to_active_styletransfer": "T5 for Passive to Active Style Transfer" +} + +model = st.sidebar.selectbox("Choose the pretrained model", model_list.keys(), help="For more info about the models visit: https://sparknlp.org/models",) +st.title(model_list[model]) + +# Reference notebook link in sidebar +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +examples = { + "t5_active_to_passive_styletransfer": [ + "I am writing you a letter.", + "Reporters write news reports.", + "The company will hire new workers.", + "Emma writes a letter.", + "We did not grow rice.", + "People will admire him.", + "Someone has stolen my purse." + ], + "t5_passive_to_active_styletransfer": [ + "At dinner, six shrimp were eaten by Harry.", + "The savannah is roamed by beautiful giraffes.", + "The flat tire was changed by Sue.", + "The students' questions are always answered by the teacher." + ] +} + +task_descriptions = { + "t5_active_to_passive_styletransfer": "Transfer Active to Passive:", + "t5_passive_to_active_styletransfer": "Transfer Passive to Active:" +} + +st.subheader("This is text-to-text T5 model which is fine-tuned to generate active sentence from passively written texts.") +selected_text = st.selectbox("Select an example", examples[model]) +custom_input = st.text_input("Try it for yourself!") + +text_to_analyze = custom_input if custom_input else selected_text + +st.subheader('Text to analyze') +st.write(text_to_analyze) + +st.subheader("Predicted sentence:") +pipeline = create_pipeline(model, task_descriptions[model]) +output = fit_data(pipeline, text_to_analyze) +st.write(output) diff --git a/examples/demos/streamlit/T5 Formal Informal/images/jsl_logo_icon.png b/examples/demos/streamlit/T5 Formal Informal/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/T5 Formal Informal/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/T5 Formal Informal/images/logo.png b/examples/demos/streamlit/T5 Formal Informal/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/T5 Formal Informal/images/logo.png differ diff --git a/examples/demos/streamlit/T5 Formal Informal/requirements.txt b/examples/demos/streamlit/T5 Formal Informal/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/T5 Formal Informal/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/T5 Formal Informal/streamlit_app.py b/examples/demos/streamlit/T5 Formal Informal/streamlit_app.py new file mode 100644 index 00000000000000..a6758977f2b1d2 --- /dev/null +++ b/examples/demos/streamlit/T5 Formal Informal/streamlit_app.py @@ -0,0 +1,105 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model, task): + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("documents") + + t5 = T5Transformer.pretrained(model) \ + .setTask(task) \ + .setInputCols(["documents"])\ + .setMaxOutputLength(200)\ + .setOutputCol("corrections") + + pipeline = Pipeline().setStages([documentAssembler, t5]) + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['corrections'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="T5 Transformers", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +st.sidebar.image(logo_path, width=300) + +model_list = { + "t5_informal_to_formal_styletransfer": "T5 for Informal to Formal Style Transfer", + "t5_formal_to_informal_styletransfer": "T5 for Formal to Informal Style Transfer" +} + +model = st.sidebar.selectbox("Choose the pretrained model", model_list.keys(), help="For more info about the models visit: https://sparknlp.org/models",) +st.title(model_list[model]) + +# Reference notebook link in sidebar +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +examples = { + "t5_informal_to_formal_styletransfer": [ + "Who gives a crap?", + "Hiya, how ya doing?", + "btw - ur looks familiar.", + "I looooooooooooooove going to the movies." + ], + "t5_formal_to_informal_styletransfer": [ + "Please leave the room now.", + "Thank you, sir!", + "It's a pleasure to meet you.", + "I appreciate your assistance.", + "She understood very quickly.", + "He contracted a fever.", + "He investigated his accountant." + ] +} + +task_descriptions = { + "t5_informal_to_formal_styletransfer": "Transfer Casual to Formal:", + "t5_formal_to_informal_styletransfer": "Transfer Formal to Casual:" +} + +st.subheader("This is a text-to-text T5 model which is fine-tuned for style transfer.") +selected_text = st.selectbox("Select an example", examples[model]) +custom_input = st.text_input("Try it for yourself!") + +text_to_analyze = custom_input if custom_input else selected_text + +st.subheader('Text to analyze') +st.write(text_to_analyze) + +st.subheader("Predicted sentence:") +pipeline = create_pipeline(model, task_descriptions[model]) +output = fit_data(pipeline, text_to_analyze) +st.write(output) diff --git a/examples/demos/streamlit/T5 Grammer/images/jsl_logo_icon.png b/examples/demos/streamlit/T5 Grammer/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/T5 Grammer/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/T5 Grammer/images/logo.png b/examples/demos/streamlit/T5 Grammer/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/T5 Grammer/images/logo.png differ diff --git a/examples/demos/streamlit/T5 Grammer/requirements.txt b/examples/demos/streamlit/T5 Grammer/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/T5 Grammer/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/T5 Grammer/streamlit_app.py b/examples/demos/streamlit/T5 Grammer/streamlit_app.py new file mode 100644 index 00000000000000..77c7797de21351 --- /dev/null +++ b/examples/demos/streamlit/T5 Grammer/streamlit_app.py @@ -0,0 +1,88 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("documents") + + t5 = T5Transformer.pretrained(model) \ + .setTask("gec:") \ + .setInputCols(["documents"])\ + .setMaxOutputLength(200)\ + .setOutputCol("corrections") + + pipeline = Pipeline().setStages([documentAssembler, t5]) + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['corrections'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="T5 Transformers", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +st.caption("") +st.title("T5 for grammar error correction") + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +st.sidebar.image(logo_path, width=300) + +model_list = ['t5_grammar_error_corrector'] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# Reference notebook link in sidebar +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +examples = [ + "He are moving here.", + "He living in India", + "This sentences has has bads grammar", + "I fed all its fish, then cleaned their tank", + "Anna and Mike is going skiing and they is liked is" +] + +st.subheader("This is text-to-text T5 model which is fine-tuned to correct grammatical errors in texts.") +selected_text = st.selectbox("Select an example", examples) +custom_input = st.text_input("Try it for yourself!") + +text_to_analyze = custom_input if custom_input else selected_text + +st.subheader('Text to analyze') +st.write(text_to_analyze) + +st.subheader("Predicted sentence:") +pipeline = create_pipeline(model) +output = fit_data(pipeline, text_to_analyze) +st.write(output) diff --git a/examples/demos/streamlit/T5 Linguistic/images/jsl_logo_icon.png b/examples/demos/streamlit/T5 Linguistic/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/T5 Linguistic/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/T5 Linguistic/images/logo.png b/examples/demos/streamlit/T5 Linguistic/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/T5 Linguistic/images/logo.png differ diff --git a/examples/demos/streamlit/T5 Linguistic/requirements.txt b/examples/demos/streamlit/T5 Linguistic/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/T5 Linguistic/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/T5 Linguistic/streamlit_app.py b/examples/demos/streamlit/T5 Linguistic/streamlit_app.py new file mode 100644 index 00000000000000..77c7797de21351 --- /dev/null +++ b/examples/demos/streamlit/T5 Linguistic/streamlit_app.py @@ -0,0 +1,88 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("documents") + + t5 = T5Transformer.pretrained(model) \ + .setTask("gec:") \ + .setInputCols(["documents"])\ + .setMaxOutputLength(200)\ + .setOutputCol("corrections") + + pipeline = Pipeline().setStages([documentAssembler, t5]) + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['corrections'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="T5 Transformers", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +st.caption("") +st.title("T5 for grammar error correction") + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +st.sidebar.image(logo_path, width=300) + +model_list = ['t5_grammar_error_corrector'] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# Reference notebook link in sidebar +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +examples = [ + "He are moving here.", + "He living in India", + "This sentences has has bads grammar", + "I fed all its fish, then cleaned their tank", + "Anna and Mike is going skiing and they is liked is" +] + +st.subheader("This is text-to-text T5 model which is fine-tuned to correct grammatical errors in texts.") +selected_text = st.selectbox("Select an example", examples) +custom_input = st.text_input("Try it for yourself!") + +text_to_analyze = custom_input if custom_input else selected_text + +st.subheader('Text to analyze') +st.write(text_to_analyze) + +st.subheader("Predicted sentence:") +pipeline = create_pipeline(model) +output = fit_data(pipeline, text_to_analyze) +st.write(output) diff --git a/examples/demos/streamlit/T5 SQL/images/jsl_logo_icon.png b/examples/demos/streamlit/T5 SQL/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/T5 SQL/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/T5 SQL/images/logo.png b/examples/demos/streamlit/T5 SQL/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/T5 SQL/images/logo.png differ diff --git a/examples/demos/streamlit/T5 SQL/requirements.txt b/examples/demos/streamlit/T5 SQL/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/T5 SQL/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/T5 SQL/streamlit_app.py b/examples/demos/streamlit/T5 SQL/streamlit_app.py new file mode 100644 index 00000000000000..732f887f35e470 --- /dev/null +++ b/examples/demos/streamlit/T5 SQL/streamlit_app.py @@ -0,0 +1,90 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler() \ + .setInputCol("text") \ + .setOutputCol("documents") + + t5 = T5Transformer.pretrained(model) \ + .setTask("translate English to SQL:") \ + .setInputCols(["documents"]) \ + .setMaxOutputLength(200) \ + .setOutputCol("sql") + pipeline = Pipeline().setStages([documentAssembler, t5]) + + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['sql'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="T5 Transformers", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +st.caption("") +st.title("T5 for SQL Query generation") + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +st.sidebar.image(logo_path, width=300) + +model_list = ['t5_small_wikiSQL'] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# Reference notebook link in sidebar +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +examples = [ + "How many customers have ordered more than 2 items?", + "How many players were with the school or club team La Salle?", + "When the scoring rank was 117, what was the best finish?", + "When the best finish was T69, how many people came in 2nd?", + "How many wins were there when the money list rank was 183?", + "When did the Metrostars have their first Rookie of the Year winner?", + "What college did the Rookie of the Year from the Columbus Crew attend?" +] + +st.subheader("This is text-to-sql T5 model which is fine-tuned to generate SQL code from natural language input.") +selected_text = st.selectbox("Select an example", examples) +custom_input = st.text_input("Try it for yourself!") + +text_to_analyze = custom_input if custom_input else selected_text + +st.subheader('Text to be converted to SQL query') +st.write(text_to_analyze) + +st.subheader("Predicted SQL Query:") +pipeline = create_pipeline(model) +output = fit_data(pipeline, text_to_analyze) +st.write(output) diff --git a/examples/demos/streamlit/Text Finder EN/images/jsl_logo_icon.png b/examples/demos/streamlit/Text Finder EN/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Text Finder EN/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Text Finder EN/images/logo.png b/examples/demos/streamlit/Text Finder EN/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Text Finder EN/images/logo.png differ diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example1.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example1.txt new file mode 100644 index 00000000000000..94cc0ac7722a22 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example1.txt @@ -0,0 +1,2 @@ +Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement ... +Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement to perform computation. Computers that perform quantum computations are known as quantum computers. Quantum computers are believed to be able to solve certain computational problems, such as integer factorization (which underlies RSA encryption), substantially faster than classical computers. The study of quantum computing is a subfield of quantum information science. Quantum computing began in the early 1980s, when physicist Paul Benioff proposed a quantum mechanical model of the Turing machine. Richard Feynman and Yuri Manin later suggested that a quantum computer had the potential to simulate things that a classical computer could not. In 1994, Peter Shor developed a quantum algorithm for factoring integers that had the potential to decrypt RSA-encrypted communications. Despite ongoing experimental progress since the late 1990s, most researchers believe that "fault-tolerant quantum computing is still a rather distant dream." In recent years, investment into quantum computing research has increased in both the public and private sector. On 23 October 2019, Google AI, in partnership with the U.S. National Aeronautics and Space Administration (NASA), published a paper in which they claimed to have achieved quantum supremacy. While some have disputed this claim, it is still a significant milestone in the history of quantum computing. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example10.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example10.txt new file mode 100644 index 00000000000000..276ce06571be29 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example10.txt @@ -0,0 +1,2 @@ +Other than being the king of the north, John Snow is a an english physician and a leader in the deve... +Other than being the king of the north, John Snow is a an english physician and a leader in the development of anaesthesia and medical hygiene. He is considered for being the first one using data to cure cholera outbreak in 1834. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example2.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example2.txt new file mode 100644 index 00000000000000..69bff1f5537e97 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example2.txt @@ -0,0 +1,2 @@ +Instacart has raised a new round of financing that makes it one of the most valuable private compani... +Instacart has raised a new round of financing that makes it one of the most valuable private companies in the U.S., leapfrogging DoorDash, Palantir and Robinhood. Amid surging demand for grocery delivery due to the coronavirus pandemic, Instacart has raised $225 million in a new funding round led by DST Global and General Catalyst. The round increases Instacart’s valuation to $13.7 billion, up from $8 billion when it last raised money in 2018. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example3.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example3.txt new file mode 100644 index 00000000000000..4ff49461a60393 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example3.txt @@ -0,0 +1,2 @@ +Banking After COVID-19: The Rise of Contactless Payments in the U.S. Amid ongoing concerns about the... +Banking After COVID-19: The Rise of Contactless Payments in the U.S. Amid ongoing concerns about the novel coronavirus and anticipation of a second wave of infections, age-old industries are rethinking daily operations. Banking is no exception—and it has a new buzzword: contactless. Contactless transactions are ubiquitous in many parts of the world. Americans, however, have been slow to adopt them. In the U.S., the highly anticipated “death of the wallet” simply never materialized. In 2018, just 3% of cards in use in the U.S. were contactless, versus around 64% in the U.K. and up to 96% in South Korea, according to a study by global management consulting firm A.T. Kearney. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example4.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example4.txt new file mode 100644 index 00000000000000..c83c6a0380c024 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example4.txt @@ -0,0 +1,2 @@ +Is 5G Really More Secure? It’s Complicated. Vendors and operators frequently claim that 5G is more s... +Is 5G Really More Secure? It’s Complicated. Vendors and operators frequently claim that 5G is more secure than previous generations of wireless technology, but corroborating evidence of that is cluttered. 5G, in and of itself, does not help or hinder security so much as it opens more methods to improve security, said Dimitrios Pavlakis, digital security analyst at ABI Research. It all comes down to implementation at the edge and core of the network, he explained. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example5.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example5.txt new file mode 100644 index 00000000000000..48aa757355145f --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example5.txt @@ -0,0 +1,2 @@ +U.S. Futures Point to Rebound After Worst Slump Since March. U.S. stock-index futures surged along w... +U.S. Futures Point to Rebound After Worst Slump Since March. U.S. stock-index futures surged along with European shares on Friday, indicating a rebound for equities following Wall Street’s worst sell-off in 12 weeks. Contracts on the S&P 500 Index rose 1.7% as of 10:02 a.m. in London, after the underlying index on Thursday fell the most since March 16 on signs of market overheating and worries about a second wave of coronavirus infections. Futures on the Dow Jones Industrial Average jumped 2.1% and those on the Nasdaq 100 Index added 1.4%. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example6.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example6.txt new file mode 100644 index 00000000000000..77e5ff5f34446f --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example6.txt @@ -0,0 +1,2 @@ +Saudi Arabia On Track To Secure Highest Oil Market Share In 40 Years. The world’s top oil exporter, ... +Saudi Arabia On Track To Secure Highest Oil Market Share In 40 Years. The world’s top oil exporter, Saudi Arabia, is set to grow its share on the global oil market to 15 percent by 2025 from 11.6 percent now, for the highest share since the 80s. OPEC and its largest producer, Saudi Arabia, will step in to fill the gap in oil supply as investments into new oil production will be significantly affected by the oil price crash and the coronavirus crisis, according to the investment bank. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example7.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example7.txt new file mode 100644 index 00000000000000..63b9a8020c8c00 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example7.txt @@ -0,0 +1,2 @@ +Dow rallies more than 200 points after biggest selloff since March. Stocks were hammered on Thursday... +Dow rallies more than 200 points after biggest selloff since March. Stocks were hammered on Thursday as fears about an increase in coronavirus cases and a somber economic outlook from the US Federal Reserve forced investors to confront risks that had been pushed aside during the huge market rally that has taken place since March. But fear of missing out is a powerful motivator to buy stocks, and the US market was set for a rebound. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example8.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example8.txt new file mode 100644 index 00000000000000..d0250d2a69ad31 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example8.txt @@ -0,0 +1,2 @@ +Industrial production is a measure of output of the industrial sector of the economy. The industrial... +Industrial production is a measure of output of the industrial sector of the economy. The industrial sector includes manufacturing, mining, and utilities. Although these sectors contribute only a small portion of gross domestic product (GDP), they are highly sensitive to interest rates and consumer demand. This makes industrial production an important tool for forecasting future GDP and economic performance. Industrial production figures are also used by central banks to measure inflation, as high levels of industrial production can lead to uncontrolled levels of consumption and rapid inflation.The Industrial productions came about during the Industrial revolution. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example9.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example9.txt new file mode 100644 index 00000000000000..41700b3c19e34b --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/Example9.txt @@ -0,0 +1,2 @@ +Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edi... +Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edited by James Cameron. Incorporating both historical and fictionalized aspects, it is based on accounts of the sinking of the RMS Titanic, and stars Leonardo DiCaprio and Kate Winslet as members of different social classes who fall in love aboard the ship during its ill-fated maiden voyage. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/regex_to_match.txt b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/regex_to_match.txt new file mode 100644 index 00000000000000..15895fd26a4fc8 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/RegexMatcher/regex_to_match.txt @@ -0,0 +1,10 @@ +Quantum\s\w+ +\$[0-9.]*\s*\w+ +\d+ Years +\d*\s*\w*\s*\d{4} +payment.*?\s +rall.*?\s +[0-9.]*(\%|percent) +said\s+\w+ +\(.*?\) +Industrial\s\w+ diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example1.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example1.txt new file mode 100644 index 00000000000000..94cc0ac7722a22 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example1.txt @@ -0,0 +1,2 @@ +Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement ... +Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement to perform computation. Computers that perform quantum computations are known as quantum computers. Quantum computers are believed to be able to solve certain computational problems, such as integer factorization (which underlies RSA encryption), substantially faster than classical computers. The study of quantum computing is a subfield of quantum information science. Quantum computing began in the early 1980s, when physicist Paul Benioff proposed a quantum mechanical model of the Turing machine. Richard Feynman and Yuri Manin later suggested that a quantum computer had the potential to simulate things that a classical computer could not. In 1994, Peter Shor developed a quantum algorithm for factoring integers that had the potential to decrypt RSA-encrypted communications. Despite ongoing experimental progress since the late 1990s, most researchers believe that "fault-tolerant quantum computing is still a rather distant dream." In recent years, investment into quantum computing research has increased in both the public and private sector. On 23 October 2019, Google AI, in partnership with the U.S. National Aeronautics and Space Administration (NASA), published a paper in which they claimed to have achieved quantum supremacy. While some have disputed this claim, it is still a significant milestone in the history of quantum computing. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example10.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example10.txt new file mode 100644 index 00000000000000..276ce06571be29 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example10.txt @@ -0,0 +1,2 @@ +Other than being the king of the north, John Snow is a an english physician and a leader in the deve... +Other than being the king of the north, John Snow is a an english physician and a leader in the development of anaesthesia and medical hygiene. He is considered for being the first one using data to cure cholera outbreak in 1834. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example2.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example2.txt new file mode 100644 index 00000000000000..69bff1f5537e97 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example2.txt @@ -0,0 +1,2 @@ +Instacart has raised a new round of financing that makes it one of the most valuable private compani... +Instacart has raised a new round of financing that makes it one of the most valuable private companies in the U.S., leapfrogging DoorDash, Palantir and Robinhood. Amid surging demand for grocery delivery due to the coronavirus pandemic, Instacart has raised $225 million in a new funding round led by DST Global and General Catalyst. The round increases Instacart’s valuation to $13.7 billion, up from $8 billion when it last raised money in 2018. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example3.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example3.txt new file mode 100644 index 00000000000000..4ff49461a60393 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example3.txt @@ -0,0 +1,2 @@ +Banking After COVID-19: The Rise of Contactless Payments in the U.S. Amid ongoing concerns about the... +Banking After COVID-19: The Rise of Contactless Payments in the U.S. Amid ongoing concerns about the novel coronavirus and anticipation of a second wave of infections, age-old industries are rethinking daily operations. Banking is no exception—and it has a new buzzword: contactless. Contactless transactions are ubiquitous in many parts of the world. Americans, however, have been slow to adopt them. In the U.S., the highly anticipated “death of the wallet” simply never materialized. In 2018, just 3% of cards in use in the U.S. were contactless, versus around 64% in the U.K. and up to 96% in South Korea, according to a study by global management consulting firm A.T. Kearney. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example4.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example4.txt new file mode 100644 index 00000000000000..c83c6a0380c024 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example4.txt @@ -0,0 +1,2 @@ +Is 5G Really More Secure? It’s Complicated. Vendors and operators frequently claim that 5G is more s... +Is 5G Really More Secure? It’s Complicated. Vendors and operators frequently claim that 5G is more secure than previous generations of wireless technology, but corroborating evidence of that is cluttered. 5G, in and of itself, does not help or hinder security so much as it opens more methods to improve security, said Dimitrios Pavlakis, digital security analyst at ABI Research. It all comes down to implementation at the edge and core of the network, he explained. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example5.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example5.txt new file mode 100644 index 00000000000000..48aa757355145f --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example5.txt @@ -0,0 +1,2 @@ +U.S. Futures Point to Rebound After Worst Slump Since March. U.S. stock-index futures surged along w... +U.S. Futures Point to Rebound After Worst Slump Since March. U.S. stock-index futures surged along with European shares on Friday, indicating a rebound for equities following Wall Street’s worst sell-off in 12 weeks. Contracts on the S&P 500 Index rose 1.7% as of 10:02 a.m. in London, after the underlying index on Thursday fell the most since March 16 on signs of market overheating and worries about a second wave of coronavirus infections. Futures on the Dow Jones Industrial Average jumped 2.1% and those on the Nasdaq 100 Index added 1.4%. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example6.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example6.txt new file mode 100644 index 00000000000000..77e5ff5f34446f --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example6.txt @@ -0,0 +1,2 @@ +Saudi Arabia On Track To Secure Highest Oil Market Share In 40 Years. The world’s top oil exporter, ... +Saudi Arabia On Track To Secure Highest Oil Market Share In 40 Years. The world’s top oil exporter, Saudi Arabia, is set to grow its share on the global oil market to 15 percent by 2025 from 11.6 percent now, for the highest share since the 80s. OPEC and its largest producer, Saudi Arabia, will step in to fill the gap in oil supply as investments into new oil production will be significantly affected by the oil price crash and the coronavirus crisis, according to the investment bank. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example7.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example7.txt new file mode 100644 index 00000000000000..63b9a8020c8c00 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example7.txt @@ -0,0 +1,2 @@ +Dow rallies more than 200 points after biggest selloff since March. Stocks were hammered on Thursday... +Dow rallies more than 200 points after biggest selloff since March. Stocks were hammered on Thursday as fears about an increase in coronavirus cases and a somber economic outlook from the US Federal Reserve forced investors to confront risks that had been pushed aside during the huge market rally that has taken place since March. But fear of missing out is a powerful motivator to buy stocks, and the US market was set for a rebound. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example8.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example8.txt new file mode 100644 index 00000000000000..d0250d2a69ad31 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example8.txt @@ -0,0 +1,2 @@ +Industrial production is a measure of output of the industrial sector of the economy. The industrial... +Industrial production is a measure of output of the industrial sector of the economy. The industrial sector includes manufacturing, mining, and utilities. Although these sectors contribute only a small portion of gross domestic product (GDP), they are highly sensitive to interest rates and consumer demand. This makes industrial production an important tool for forecasting future GDP and economic performance. Industrial production figures are also used by central banks to measure inflation, as high levels of industrial production can lead to uncontrolled levels of consumption and rapid inflation.The Industrial productions came about during the Industrial revolution. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example9.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example9.txt new file mode 100644 index 00000000000000..41700b3c19e34b --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/Example9.txt @@ -0,0 +1,2 @@ +Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edi... +Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edited by James Cameron. Incorporating both historical and fictionalized aspects, it is based on accounts of the sinking of the RMS Titanic, and stars Leonardo DiCaprio and Kate Winslet as members of different social classes who fall in love aboard the ship during its ill-fated maiden voyage. \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/text_to_match.txt b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/text_to_match.txt new file mode 100644 index 00000000000000..36d5a9a8308b58 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/inputs/TextMatcher/text_to_match.txt @@ -0,0 +1,32 @@ +Quantum +cholera +delivery +million +payments +index +share +banking +korea +consulting +COVID-19 +gap +market +measure +aspects +accounts +king +contactless +5G +research +points +GDP +industrial +Instacart +delivery +physician +anaesthesia +implementation +network +wall +slump +S&P diff --git a/examples/demos/streamlit/Text Finder EN/requirements.txt b/examples/demos/streamlit/Text Finder EN/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Text Finder EN/streamlit_app.py b/examples/demos/streamlit/Text Finder EN/streamlit_app.py new file mode 100644 index 00000000000000..41d4e8f03e0bbd --- /dev/null +++ b/examples/demos/streamlit/Text Finder EN/streamlit_app.py @@ -0,0 +1,130 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model, matches): + documentAssembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + if model == 'TextMatcher': + tokenizer = Tokenizer() \ + .setInputCols(["document"]) \ + .setOutputCol("token") + text_matcher = TextMatcher() \ + .setInputCols(["document",'token'])\ + .setOutputCol("matched_text")\ + .setCaseSensitive(False)\ + .setEntities(path=matches) + nlpPipeline = Pipeline(stages=[documentAssembler, tokenizer, text_matcher]) + + else: + regex_matcher = RegexMatcher()\ + .setInputCols('document')\ + .setStrategy("MATCH_ALL")\ + .setOutputCol("matched_text")\ + .setExternalRules(path=matches, delimiter=',') + nlpPipeline = Pipeline(stages=[documentAssembler, regex_matcher]) + + return nlpPipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + res_list = [] + for res in results['matched_text']: + res_list.append(res.result) + + return res_list + +def highlight_words(word_list, sentence): + import html + sentence = html.escape(sentence) + for word in word_list: + sentence = sentence.replace(word, f'{word}') + return sentence + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Text Finder", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") +st.title("Find text in a document") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +st.sidebar.image(logo_path, width=300) + +model_list = ["TextMatcher", "RegexMatcher"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# Reference notebook link in sidebar +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +folder_path = f"/content/Text Finder EN/inputs/{model}" +examples = [lines[1].strip() for filename in os.listdir(folder_path) if filename.endswith('.txt') for lines in [open(os.path.join(folder_path, filename), 'r').readlines()] if len(lines) >= 2] + +st.subheader("Finds a text in document either by keyword or by regex expression.") +selected_text = st.selectbox("Select an example", examples) +custom_input = st.text_input("Try it with your own Sentence!") + +text_to_analyze = custom_input if custom_input else selected_text + +st.subheader('Text to analyze') +st.write(text_to_analyze) + +if model == 'RegexMatcher': + custom_input = st.subheader("List of Regular Expressions to match (case sensitive):") + txt_path = "/content/Text Finder EN/inputs/RegexMatcher/regex_to_match.txt" +else: + custom_input = st.subheader("Try it for yourself! Enter the Words you want to search for") + txt_path = "/content/Text Finder EN/inputs/TextMatcher/text_to_match.txt" + +conditions = open(os.path.join(txt_path), 'r').readlines() +text_wrapper = """
{}
""" +st.markdown(text_wrapper.format("".join(conditions)), unsafe_allow_html=True) + +custom_labels = st.text_area("Try it with your own Labels!") +custom_file_path = '/content/Text Finder EN/inputs/custom_matches.txt' + +if len(custom_labels) > 0: + with open(custom_file_path, 'a') as file: + file.write(custom_labels) +else: + with open(custom_file_path, 'w') as file: + file.truncate() + +labels_to_match = custom_file_path if custom_labels else txt_path + +pipeline = create_pipeline(model, labels_to_match) +output = fit_data(pipeline, text_to_analyze) + +st.subheader("Matched sentence:") + +highlighted_html = highlight_words(output, text_to_analyze) +st.markdown(highlighted_html, unsafe_allow_html=True) diff --git a/examples/demos/streamlit/Text Preprocessing/AntBNC_lemmas_ver_001.txt b/examples/demos/streamlit/Text Preprocessing/AntBNC_lemmas_ver_001.txt new file mode 100644 index 00000000000000..cae6901cd2d7b1 --- /dev/null +++ b/examples/demos/streamlit/Text Preprocessing/AntBNC_lemmas_ver_001.txt @@ -0,0 +1,38715 @@ +aaah -> aaahed aaah +aac -> aac aacs +aah -> aah aahs aahing aahed aahhing +aam -> aams aam +aardvark -> aardvark aardvarks +aat -> aats aat +abalone -> abalone abalones +abandon -> abandoned abandon abandoning abandons +abandonment -> abandonment abandonments +aba -> aba abas +abase -> abasing abase abased abases +abate -> abate abated abating abates +abatement -> abatement abatements +abattoir -> abattoir abattoirs +abaya -> abayas abaya +abbacy -> abbacy abbacies +abbatoir -> abbatoirs abbatoir +abberation -> abberations abberation +abbe -> abbe abbes +abbess -> abbess abbesses +abbey -> abbey abbeys +ab -> ab abbing +abbot -> abbot abbots +abbreviate -> abbreviate abbreviating +abbreviation -> abbreviation abbreviations +abc -> abc abcs +abdicate -> abdicate abdicated abdicating abdicates +abdomen -> abdomen abdomens +abdominal -> abdominal abdominals +abductee -> abductees abductee +abduct -> abducted abducting abduct abducts +abduction -> abductions abduction +abductor -> abductor abductors +abercromby -> abercrombies abercromby +aberdonian -> aberdonians aberdonian +aberrance -> aberrances aberrance +aberration -> aberration aberrations +abete -> abeted abete +abet -> abetted abetting abet abets +abettor -> abettor abettors +abhor -> abhor abhorred abhors abhorring +abhorrence -> abhorrence abhorrences +abhuman -> abhumans abhuman +abide -> abide abides abiding abided +abigail -> abigail abigails +ability -> ability abilities +abjure -> abjured abjuring abjure abjures +abkhazian -> abkhazians abkhazian +abl -> ablest abl abler +ablate -> ablate ablated ablates +ablation -> ablation ablations +ablution -> ablutions ablution +abnegate -> abnegate abnegated +abnormality -> abnormalities abnormality +abnormal-normal -> abnormal-normals abnormal-normal +abnormal -> abnormal abnormals +abode -> abode abodes +abolish -> abolishing abolished abolish abolishes +abolitionist -> abolitionist abolitionists +abominate -> abominate abominated abominates +abomination -> abomination abominations +aboriginal -> aboriginal aboriginals +aborigine -> aborigines aborigine +abort -> aborted abort aborts aborting +abortifacient -> abortifacients abortifacient +abortionist -> abortionist abortionists +abortion -> abortion abortions +abo -> abo abos +abotrite -> abotrites abotrite +abound -> abound abounds abounding abounded +about-turn -> about-turn about-turns +abrade -> abrade abraded abrading +abram -> abram abrams +abrash -> abrashes abrash +abrasion -> abrasion abrasions +abrasive -> abrasive abrasives +abridgement -> abridgement abridgements +abridge -> abridged abridging abridge +abridgment -> abridgment abridgments +abrogate -> abrogated abrogating abrogate abrogates +abrogation -> abrogation abrogations +abscess -> abscesses abscess +absconder -> absconder absconders +abscond -> abscond absconding absconded absconds +abseiler -> abseilers abseiler +abseil -> abseils abseiling abseil abseiled abseilling +absence -> absence absences +absentee -> absentee absentees +absent -> absent absenting absented absents +absolute -> absolute absolutes absolutest +absolutism -> absolutism absolutisms +absolutist -> absolutist absolutists +absolutize -> absolutized absolutizes +absolve -> absolved absolve absolves absolving +absorbance -> absorbance absorbances +absorb -> absorb absorbed absorbs absorbing +absorbent -> absorbent absorbents +absorber -> absorber absorbers +absorption -> absorption absorptions +abstain -> abstaining abstain abstained abstains +abstainer -> abstainer abstainers +abstention -> abstention abstentions +abstinence -> abstinence abstinences +abstractionist -> abstractionists abstractionist +abstraction -> abstraction abstractions +abstract -> abstract abstracts abstracted abstracting +abstruse -> abstruse abstruser +absurde -> absurdest absurder absurde +absurdist -> absurdist absurdists +absurdity -> absurdity absurdities +absurd -> absurd absurds +abundance -> abundance abundances +abuse -> abuses abused abuse abusing +abuser -> abusers abuser +abutilon -> abutilon abutilons +abutment -> abutments abutment +abut -> abut abuts abutting abutted +aby -> abies aby +abyss -> abyss abysses +abyssinian -> abyssinian abyssinians +acacia -> acacia acacias +academe -> academe academes +academical -> academicals academical +academician -> academician academicians +academic -> academic academics +academy -> academy academies +acadian -> acadians acadian +acanthocephalan -> acanthocephalans acanthocephalan +accede -> accede accedes acceding acceded +accelerate -> accelerated accelerate accelerates accelerating +acceleration -> acceleration accelerations +accelerator -> accelerator accelerators +accelerometer -> accelerometers accelerometer +accent -> accent accents accented accenting +accentuate -> accentuate accentuates accentuated accentuating +accentuation -> accentuation accentuations +acceptance -> acceptance acceptances +accept -> accept accepted accepting accepts +acceptor -> acceptors acceptor +access -> access accessed accessing accesses +accession -> accession accessioning accessions accessioned +accessory -> accessory accessories +accessorise -> accessorising accessorise accessorised +accessoriser -> accessorisers accessoriser +accessorize -> accessorized accessorize +accidentalist -> accidentalist accidentalists +accidental -> accidental accidentals +accident -> accident accidents +acclaim -> acclaimed acclaim acclaims acclaiming +acclamation -> acclamation acclamations +acclimation -> acclimation acclimations +acclimatise -> acclimatised acclimatise acclimatising +acclimatize -> acclimatizing acclimatize acclimatized +accolade -> accolade accolades +accommodate -> accommodate accommodated accommodating accommodates +accommodation -> accommodation accommodations +accomodate -> accomodate accomodated +accomodation -> accomodations accomodation +accompaniment -> accompaniment accompaniments +accompanist -> accompanist accompanists +accompany -> accompanied accompany accompanies accompanying +accomplice -> accomplices accomplice +accomplish -> accomplished accomplish accomplishing accomplishes +accomplishment -> accomplishment accomplishments +accompt -> accompts accompt +accord -> according accord accords accorded +accordian -> accordian accordians +accordionist -> accordionist accordionists +accordion -> accordion accordions +accost -> accosting accost accosted accosts +accountability -> accountability accountabilities +accountant -> accountant accountants +account-holder -> account-holders account-holder +account -> account accounts accounted accounting +accoutrement -> accoutrement accoutrements +accreditation -> accreditation accreditations +accredit -> accredited accrediting accredits accredit +accrete -> accrete accreting accreted accretes +accretion -> accretions accretion +accrochage -> accrochages accrochage +accrual -> accrual accruals +accrue -> accrue accrued accruing accrues +accumulate -> accumulate accumulated accumulates accumulating +accumulation -> accumulation accumulations +accumulator -> accumulator accumulators +accuracy -> accuracy accuracies +accur -> accurs accurred +accusation -> accusations accusation +accuser -> accusers accuser +accuse -> accused accusing accuse accuses +accustom -> accustom accustoms +acer -> acers acer +acerbity -> acerbities acerbity +ace -> ace aces acing aced +acetate -> acetate acetates +acetylate -> acetylated acetylating acetylate +acetylene -> acetylenes acetylene +acetyl -> acetyl acetyls +achaean -> achaean achaeans +achaemenid -> achaemenid achaemenids +ache -> aching ache ached +ach -> ach aches +achieve -> achieved achieve achieving achieves +achievement -> achievements achievement +achiever -> achiever achievers +achievment -> achievment achievments +achillea -> achilleas achillea +achive -> achive achived +achrome -> achrome achromes +acidifier -> acidifier acidifiers +acidify -> acidify acidifies acidified acidifying +acidity -> acidity acidities +acid -> acid acids +acitivity -> acitivities acitivity +acker -> acker ackers +acknowledgement -> acknowledgement acknowledgements +acknowledge -> acknowledged acknowledges acknowledge acknowledging +acknowledgment -> acknowledgment acknowledgments +ackroyd -> ackroyd ackroyds +ack-tor -> ack-tors ack-tor +acl -> acl acls +acme -> acme acmes +acm -> acm acms +acolyte -> acolyte acolytes +aconite -> aconite aconites +acord -> acord acording +acorn -> acorn acorns +aco -> aco acos +acount -> acounted acount +a-couple -> a-coupled a-couple +acoustic -> acoustic acoustics +acquaint -> acquainted acquaint acquaints acquainting +acquaintance -> acquaintances acquaintance +acquaintanceship -> acquaintanceship acquaintanceships +acquiesce -> acquiesce acquiescing acquiesced acquiesces +acquire -> acquired acquire acquiring acquires +acquirement -> acquirement acquirements +acquirer -> acquirers acquirer +acquiror -> acquirors acquiror +acquisition -> acquisition acquisitions +acquistion -> acquistions acquistion +acquit -> acquitted acquits acquit acquitting +acquittal -> acquittal acquittals +acquittance -> acquittances acquittance +acre -> acres acre +acreage -> acreage acreages +acritarch -> acritarchs acritarch +acrobatic -> acrobatics acrobatic +acrobat -> acrobat acrobats +acrocentric -> acrocentric acrocentrics +acromegalic -> acromegalic acromegalics +acronym -> acronym acronyms acronymed +acro -> acro acros +acrostic -> acrostic acrostics +acrylate -> acrylate acrylates +acrylic -> acrylic acrylics +ac -> ac acs +acte -> acte actes +actinian -> actinian actinians +actinomycete -> actinomycetes actinomycete +actionbook -> actionbook actionbooks +actionist -> actionists actionist +action -> action actions actioning actioned +activate -> activating activate activated activates +activator -> activators activator +active -> active actives +activist -> activists activist +activity -> activity activities +actor -> actors actor +actor-dancer -> actor-dancers actor-dancer +actor-manager -> actor-managers actor-manager +actress -> actress actresses +act -> act acts acted acting +actt -> actt actts +actualise -> actualise actualising actualised +actuality -> actuality actualities +actualize -> actualized actualize actualizing actualizes +actual -> actual actuals +actuary -> actuaries actuary +actuate -> actuate actuated actuating actuates +actuator -> actuator actuators +acuity -> acuity acuities +a-cup -> a-cups a-cup +acupuncturist -> acupuncturist acupuncturists +acute -> acute acutest acutes +ad -> ads ad +adage -> adage adages +adagio -> adagio adagios +adakite -> adakite adakites +adama -> adamas adama +adam -> adam adams +a-dance -> a-dancing a-dance +adaptation -> adaptation adaptations +adapt -> adapt adapted adapting adapts +adapter -> adapter adapters +adaption -> adaption adaptions +adaptor -> adaptor adaptors +adatom -> adatoms adatom +add -> added add adds adding +addenbrooke -> addenbrooke addenbrookes +addendum -> addendum addendums +adder -> adder adders +addiction -> addiction addictions +addict -> addicted addicts addict +addy -> addy addies +add-in -> add-in add-ins +addio -> addio addios +addition -> addition additions +additive -> additives additive +add-on -> add-on add-ons +addr -> addrest addr +addrese -> addresed addreses addresing +address -> address addressed addresses addressing +addressee -> addressee addressees +adduce -> adduced adduces adduce adducing +adductor -> adductor adductors +adduct -> adduct adducts adducted +add-up -> add-ups add-up +adeem -> adeemed adeem +adenine -> adenine adenines +adenocarcinoma -> adenocarcinoma adenocarcinomas +adenoid -> adenoids adenoid +adenoma -> adenoma adenomas +adept -> adept adepts +adequacy -> adequacy adequacies +adherent -> adherents adherent +adhere -> adhered adheres adhere adhering adhereing +adhesin -> adhesin adhesins +adhesion -> adhesion adhesions +adhesive -> adhesive adhesives +adhocracy -> adhocracy adhocracies +adirondack -> adirondack adirondacks +adit -> adits adit +adjective -> adjective adjectives +adjoin -> adjoined adjoin adjoins +adjourn -> adjourned adjourn adjourns adjourning +adjournment -> adjournment adjournments +adjudge -> adjudged adjudges adjudge adjudging +adjudicate -> adjudicate adjudicated adjudicating adjudicates +adjudication -> adjudication adjudications +adjudicator -> adjudicator adjudicators +adjunct -> adjuncts adjunct +adjure -> adjuring adjure adjured +adjust -> adjusting adjust adjusted adjusts +adjustable -> adjustable adjustables +adjuster -> adjuster adjusters +adjustment -> adjustments adjustment +adjutant -> adjutant adjutants +adlib -> adlib adlibbing +ad-lib -> ad-lib ad-libs +adman -> adman admen +ad-man -> ad-man ad-men +ad-minister -> ad-ministered ad-minister +administer -> administer administered administering administers +administrate -> administrating administrate administrated administrates +administration -> administration administrations +administrator -> administrator administrators +admin -> admin admins +admiral -> admirals admiral +admiralty -> admiralty admiralties +admiration -> admiration admirations +admire -> admired admire admiring admires +admirer -> admirer admirers +admission -> admissions admission +admit -> admitted admit admitting admits admited +admittance -> admittance admittances +admix -> admixes admixed admixing +admixture -> admixture admixtures +admonish -> admonished admonish admonishing admonishes +admonishment -> admonishment admonishments +admonition -> admonition admonitions +adobe -> adobe adobes +adolescent -> adolescent adolescents +adoptee -> adoptee adoptees +adopter -> adopters adopter +adopt -> adopted adopting adopt adopts +adoption -> adoption adoptions +adoral -> adoral adorals +adoration -> adoration adorations +adore -> adored adore adoring adores +adornment -> adornment adornments +adorn -> adorned adorns adorning adorn +adourn -> adourning adourned +adrenaline -> adrenaline adrenalines +adrenal -> adrenal adrenals +a-drive -> a-driving a-drive +adr -> adr adrs +adsorb -> adsorbed adsorb adsorbs adsorbing +adsorbate -> adsorbate adsorbates +adsorbent -> adsorbent adsorbents +adult -> adults adult +adulterant -> adulterants adulterant +adulterate -> adulterated adulterate adulterates adulterating +adulterer -> adulterer adulterers +adulteress -> adulteress adulteresses +adultery -> adultery adulteries +adumbrate -> adumbrated adumbrate adumbrates adumbrating +adv -> advest adv +advancement -> advancement advancements +advance -> advanced advances advancing advance +advantage -> advantages advantage advantaged +advan-tage -> advan-tages advan-tage +adventist -> adventist adventists +advent -> advent advents +adventurer -> adventurer adventurers +adventure -> adventure adventures adventuring adventured +adventuress -> adventuress adventuresses +adventurist -> adventurists adventurist +adverb -> adverbs adverb +adverbal -> adverbal adverbals +adverbial -> adverbial adverbials +adversary -> adversaries adversary +adversity -> adversity adversities +advert -> adverts advert adverting adverted +advertise -> advertise advertised advertises +advertisement -> advertisement advertisements +advertiser -> advertisers advertiser +advertisment -> advertisments advertisment +advertize -> advertized advertizing +advertorial -> advertorials advertorial +advice -> advice advices +advise -> advise advised advises advising +advisee -> advisees advisee +adviser -> adviser advisers +advisor -> advisor advisors +advocate -> advocated advocates advocating advocate +advowson -> advowsons advowson +advt -> advt advts +adze -> adze adzes adzed adzing +aea -> aea aeas +aec -> aec aecs +aen -> aens aen +aeolian -> aeolian aeolians +aeon -> aeons aeon +aerate -> aerate aerates aerated aerating +aerator -> aerator aerators +aereo -> aereos aereo +aerial -> aerial aerials +aerobatic -> aerobatic aerobatics +aerobic -> aerobic aerobics +aerobrake -> aerobraking aerobraked +aerodrome -> aerodromes aerodrome +aerodynamicist -> aerodynamicist aerodynamicists +aerodynamic -> aerodynamic aerodynamics +aero-engine -> aero-engines aero-engine +aerofoil -> aerofoil aerofoils +aerogenerator -> aerogenerators aerogenerator +aerogramme -> aerogrammes aerogramme +aeronaut -> aeronauts aeronaut +aeronca -> aeronca aeroncas +aeroplane -> aeroplanes aeroplane +aero -> aero aeros +aerosol -> aerosols aerosol aerosolled +aerotow -> aerotow aerotowing aerotows +aer -> aer aers +aesthete -> aesthetes aesthete +aestivate -> aestivating aestivate +aetheling -> aetheling aethelings +aetiology -> aetiology aetiologies +afair -> afairs afair +afar -> afar afars +affair -> affairs affair +affaire -> affaire affaires +affect -> affects affect affecting affected +affectation -> affectation affectations +affection -> affections affection +afferent -> afferent afferents +affidavit -> affidavit affidavits +affiliate -> affiliated affiliate affiliates affiliating +affiliation -> affiliations affiliation +affine -> affine affines +affinity -> affinity affinities +affirmation -> affirmation affirmations +affirmative -> affirmative affirmatives +affirm -> affirm affirms affirming affirmed +affix -> affixed affixes affix affixing +afflict -> afflicted afflict afflicting afflicts +affliction -> affliction afflictions +afford -> afford affords afforded affording +afforest -> afforest afforesting +affray -> affray affrays affraid +affricate -> affricate affricates +affront -> affront affronted affronts affronting +afghani -> afghanis afghani +afghan -> afghan afghans +aficionado -> aficionados aficionado +a-flap -> a-flap a-flapping +aflotoxin -> aflotoxin aflotoxins +a-flutter -> a-flutter a-fluttering +afm -> afm afms +afpfl -> afpfl afpfls +afp -> afp afps +a-frame -> a-frame a-frames +afrancesado -> afrancesados afrancesado +africain -> africain africains +african-american -> african-americans african-american +africander -> africanders africander +africanise -> africanise africanised +africanist -> africanist africanists +african -> african africans +afrikaner -> afrikaner afrikaners +afro -> afros afro +afro-american -> afro-american afro-americans +afro-asian -> afro-asian afro-asians +afro-mauritanian -> afro-mauritanians afro-mauritanian +afropithecin -> afropithecin afropithecins +af -> af afs afer +afterbirth -> afterbirths afterbirth +afterburner -> afterburners afterburner +aftercast -> aftercasts aftercast +after-effect -> after-effects after-effect +afterglow -> afterglows afterglow +afterimage -> afterimages afterimage +after-image -> after-image after-images +aftermath -> aftermath aftermaths +afternoon -> afternoon afternoons +after -> after afters +aftershave -> aftershave aftershaves aftershaved +aftershock -> aftershocks aftershock +after-shock -> after-shock after-shocks +after-taste -> after-tastes after-taste +afterthought -> afterthought afterthoughts +afterword -> afterword afterwords +aft -> aft afts +against -> against againsts +againt -> againt againts +agapito -> agapitos agapito +agar -> agar agars +aga -> aga agas +aga-saga -> aga-sagas aga-saga +agate -> agate agates +agave -> agaves agave +agca -> agcas agca +age-group -> age-group age-groups +age-limit -> age-limits age-limit +age-mate -> age-mate age-mates +agence -> agence agences +agency -> agencies agency +agenda -> agenda agendas +agen -> agen agens +agent -> agents agent +agente -> agente agentes +ager -> agers ager +ageratum -> ageratums ageratum +age -> age ages ageing aged aging +age-set -> age-sets age-set +age-type -> age-type age-types +agger -> aggers agger +agglomerate -> agglomerates agglomerate +agglomeration -> agglomerations agglomeration +agglutinate -> agglutinated agglutinate agglutinating +aggradation -> aggradation aggradations +aggrandise -> aggrandising aggrandised aggrandise +aggrandizement -> aggrandizements aggrandizement +aggravate -> aggravating aggravated aggravate aggravates +aggravation -> aggravation aggravations +aggregate -> aggregates aggregate aggregated aggregating +aggregation -> aggregation aggregations +aggressionist -> aggressionist aggressionists +aggression -> aggression aggressions +aggressor -> aggressors aggressor +aggro -> aggro aggros +agist -> agist agisted +agister -> agisters agister +agitate -> agitated agitate agitating agitates +agitation -> agitations agitation +agitator -> agitator agitators +agm -> agm agms +agnate -> agnate agnates +agnathan -> agnathan agnathans +agno -> agno agnos +agnostic -> agnostic agnostics +agn -> agn agns +agony -> agony agonies +agonise -> agonise agonises +agonising -> agonising agonisings +agonist -> agonist agonists +agonize -> agonized agonize +agoraphobic -> agoraphobic agoraphobics +a-grade -> a-grade a-grades +agrarian -> agrarians agrarian +agrarianist -> agrarianist agrarianists +agree -> agree agreeing agreed agrees +agreement -> agreement agreements +agribusiness -> agribusinesses agribusiness +agricole -> agricole agricoles +agriculturalist -> agriculturalist agriculturalists +agriculture -> agriculture agricultures +agriculturist -> agriculturists agriculturist +agrochemical -> agrochemicals agrochemical +agro-chemical -> agro-chemical agro-chemicals +agroecosystem -> agroecosystems agroecosystem +agro-export -> agro-exports agro-export +agro-industry -> agro-industry agro-industries +agronomic -> agronomic agronomics +agronomist -> agronomist agronomists +ag -> ag ags +ague -> ague agues +agv -> agvs agv +aha -> aha ahas +ahearn -> ahearns ahearn +ahg -> ahg ahgs +ah -> ah ahs ahed ahing +aia -> aia aias +aid -> aids aid aided aiding +aid-donor -> aid-donors aid-donor +aider -> aider aiders +aide -> aide aides +aide-de-camp -> aide-de-camp aides-de-camp +aid-giver -> aid-giver aid-givers +aids-sufferer -> aids-sufferer aids-sufferers +aid-user -> aid-users aid-user +aiguillette -> aiguillettes aiguillette +ail -> ail ailed ails +aileron -> aileron ailerons +ailment -> ailment ailments +aim -> aims aim aimed aiming +aimer -> aimer aimers +air-bag -> air-bags air-bag +airbag -> airbag airbags +airbase -> airbases airbase +air-base -> air-base air-bases +air-bed -> air-beds air-bed +air-bottle -> air-bottles air-bottle +airbrake -> airbrakes airbrake airbraked +airbrush -> airbrush airbrushed airbrushes +air-bubble -> air-bubbles air-bubble +airburst -> airbursts airburst +aircondition -> airconditioning airconditioned +air-conditioner -> air-conditioner air-conditioners +aircraft-carrier -> aircraft-carriers aircraft-carrier +aircraftman -> aircraftman aircraftmen +aircraft -> aircraft aircrafts +aircraftsman -> aircraftsman aircraftsmen +aircrew -> aircrew aircrews +air-crew -> air-crew air-crews +air-current -> air-currents air-current +air-drop -> air-drops air-drop +airdrop -> airdrop airdrops +airedale -> airedale airedales +airfare -> airfares airfare +airfield -> airfield airfields +airflow -> airflow airflows +airforce -> airforce airforces +air-force -> air-force air-forces +airframe -> airframe airframes +airfreight -> airfreight airfreighted +air-freshener -> air-fresheners air-freshener +air-gun -> air-guns air-gun +airgun -> airgun airguns +airhead -> airhead airheads +air-hole -> air-holes air-hole +air-hostess -> air-hostess air-hostesses +airy -> airy airier +air-jet -> air-jets air-jet +airknocker -> airknocker airknockers +air-letter -> air-letter air-letters +airlift -> airlift airlifted airlifts airlifting +airliner -> airliner airliners +airline -> airline airlines +air-line -> air-line air-lines +airlock -> airlock airlocks +airmail -> airmail airmailed airmails +airman -> airmen airman +airpack -> airpacks airpack +airpass -> airpasses airpass +airpistol -> airpistols airpistol +airplane -> airplane airplanes +air-pocket -> air-pockets air-pocket +airport -> airport airports +airpump -> airpump airpumps +air-raid -> air-raids air-raid +air -> air airs aired airing +air-sac -> air-sacs air-sac +airscrew -> airscrew airscrews +airship -> airship airships +airshow -> airshow airshows +airspace -> airspace airspaces +air-space -> air-space air-spaces +airspeed -> airspeed airspeeds +airstone -> airstone airstones +airstream -> airstream airstreams +airstrike -> airstrikes airstrike +airstrip -> airstrip airstrips +airt -> airts airt +air-vent -> air-vents air-vent +airway -> airways airway +airwell -> airwell airwells +airwoman -> airwoman airwomen +ai -> ai ais +aisle -> aisle aisles +aitch -> aitch aitches aitched +aiter -> aiter aiters +aitolian -> aitolians aitolian +ajdabiyan -> ajdabiyan ajdabiyans +ajr -> ajr ajrs +akarnanian -> akarnanian akarnanians +ak -> ak aked aker aks +akita -> akitas akita +akkadian -> akkadians akkadian +akroyd -> akroyd akroyds +alabaster -> alabaster alabasters +alamanda -> alamandas alamanda +alarm -> alarms alarm alarmed alarming +alarmist -> alarmist alarmists +alaskan -> alaskan alaskans +alawite -> alawite alawites +albanian -> albanian albanians +albatross -> albatross albatrosses +albian -> albians albian +albigensian -> albigensians albigensian +albino -> albino albinos +alb -> alb albs +albumin -> albumins albumin +album -> album albums +alchemilla -> alchemilla alchemillas +alchemise -> alchemising alchemised alchemise +alchemist -> alchemist alchemists +alcoholic -> alcoholic alcoholics +alcohol -> alcohol alcohols +alcool -> alcool alcools +alcove -> alcove alcoves +aldehyde -> aldehydes aldehyde +alden -> alden aldens +alderman -> alderman aldermen +alder -> alder alders +aldh -> aldh aldhs +aldine -> aldine aldines +alec -> alec alecs +ale-cup -> ale-cup ale-cups +alehouse -> alehouses alehouse +ale-house -> ale-houses ale-house +alek -> alek aleks +alembic -> alembics alembic +alert -> alerts alerted alert alerting +ale -> ale ales aled +aleut -> aleuts aleut +alevel -> alevels alevel +a-level -> a-levels a-level a-levelled +a'level -> a'level a'levels +alexandrine -> alexandrines alexandrine +alga -> algae alga +algebraist -> algebraists algebraist +algebra -> algebra algebras +algerian -> algerian algerians +algicide -> algicide algicides +alginate -> alginate alginates +algorithm -> algorithm algorithms +aliase -> aliases aliasing +alibi -> alibi alibis +alien -> aliens alien +alienate -> alienated alienate alienating alienates +alienation -> alienation alienations +alienee -> alienee alienees +alienist -> alienist alienists +alight -> alight alighted alighting alights +align -> aligned align aligns aligning +alignment -> alignment alignments +aliphatic -> aliphatic aliphatics +aliquot -> aliquots aliquot +a-list -> a-list a-listed +alkaline -> alkaline alkalines +alkalinity -> alkalinity alkalinities +alkali -> alkali alkalis +alkaloid -> alkaloids alkaloid +alkane -> alkanes alkane +alkyd -> alkyd alkyds +alkylate -> alkylate alkylating alkylated +alkyl -> alkyl alkyls +alkyne -> alkynes alkyne +all-age -> all-age all-ages +all-american -> all-american all-americans +allam -> allam allams +allay -> allayed allay allays allaying +all-black -> all-black all-blacks +all-boy -> all-boys all-boy +allder -> allders allder +allegation -> allegations allegation +allegiance -> allegiance allegiances +allege -> alleged alleging alleges allege +allegory -> allegory allegories +allegorise -> allegorising allegorised +allegretto -> allegretto allegrettos +allegro -> allegro allegros +allele -> alleles allele +alleluia -> alleluia alleluias +allergen -> allergens allergen +allergist -> allergists allergist +allergy -> allergies allergy +aller -> aller allers +alle -> alle alles +alleviate -> alleviating alleviate alleviated alleviates +alley-cat -> alley-cat alley-cats +alleynian -> alleynian alleynians +alley -> alley alleys +alley-way -> alley-ways alley-way +alleyway -> alleyway alleyways +all-girl -> all-girls all-girl +alliance -> alliance alliances +ally -> allying allied allies ally +alligator -> alligator alligators +all-in-one -> all-in-one all-in-ones +alliss -> alliss allisses +alliterate -> alliterate alliterated +alliteration -> alliteration alliterations +allium -> allium alliums +all-nighter -> all-nighter all-nighters +alloantigen -> alloantigen alloantigens +allocate -> allocated allocates allocating allocate +allocation -> allocation allocations +allocator -> allocator allocators +allod -> allod allods +allograft -> allograft allografts +allograph -> allograph allographs +allometry -> allometry allometries +allomorph -> allomorphs allomorph +allophone -> allophones allophone +allot -> allotted allot allotting allots +allotment -> allotment allotments +allotrope -> allotropes allotrope +allottee -> allottee allottees +allowance -> allowances allowance +allow -> allowing allows allowed allow +alloy -> alloy alloys alloying alloyed +allrounder -> allrounder allrounders +all-rounder -> all-rounder all-rounders +allseater -> allseater allseaters +all-seater -> all-seater all-seaters +allsopp -> allsopp allsopps +allsort -> allsorts allsort +all-sort -> all-sort all-sorts +allsport -> allsport allsports +all-star -> all-star all-stars +allude -> alludes alluding alluded allude +allure -> allure allured +allurement -> allurements allurement +allusion -> allusions allusion +allway -> allway allways +all-white -> all-white all-whites +all-woman -> all-women all-woman +alm -> alms alm +almain -> almain almains +almanack -> almanack almanacks +almanac -> almanac almanacs +almond -> almonds almond +almoner -> almoners almoner +almoravid -> almoravid almoravids +almshouse -> almshouses almshouse +alo -> alos alo +alocentric -> alocentrics alocentric +aloe -> aloe aloes +alongee -> alongee alongees +along -> along alongs +alot -> alotted alot +alouette -> alouette alouettes +alpaca -> alpaca alpacas +alphabetise -> alphabetise alphabetises +alphabet -> alphabet alphabets +alphanumeric -> alphanumeric alphanumerics +alpha -> alpha alphas +alpine -> alpine alpines +alpinist -> alpinists alpinist +alr -> alr alred +al -> al als +al-sabah -> al-sabah al-sabahs +alsatian -> alsatians alsatian +alsation -> alsation alsations +alsike -> alsikes alsike +also-ran -> also-rans also-ran +alstroemeria -> alstroemerias alstroemeria +altaian -> altaian altaians +altar-boy -> altar-boy altar-boys +altar-cloth -> altar-cloths altar-cloth +altarpiece -> altarpieces altarpiece +altar-piece -> altar-pieces altar-piece +altar -> altar altars +alteration -> alterations alteration +altercation -> altercation altercations +alter -> alter altered altering alters +alter-ego -> alter-ego alter-egos +alternant -> alternants alternant +alternate -> alternate alternated alternating alternates +alternation -> alternation alternations +alternative -> alternative alternatives +alternator -> alternator alternators +althusserian -> althusserian althusserians +altimeter -> altimeter altimeters +altitude -> altitudes altitude +alto -> alto altos +altruist -> altruists altruist +alumina -> alumina aluminas +aluminosilicate -> aluminosilicates aluminosilicate +alumino-silicate -> alumino-silicates alumino-silicate +alum -> alum alums +alveolar -> alveolar alveolars +amalgamate -> amalgamated amalgamate amalgamating amalgamates +amalgamation -> amalgamation amalgamations +amalgam -> amalgam amalgams +amaranth -> amaranth amaranths +ama -> ama amas +amass -> amassed amass amassing amasses +amate -> amates amate +amateur -> amateurs amateur +amaze -> amazes amaze +amazement -> amazement amazements +amazon -> amazons amazon +amazonica -> amazonica amazonicas +ambassadeur -> ambassadeur ambassadeurs +ambassador -> ambassador ambassadors +amberol -> amberol amberols +amber -> amber ambers +ambiance -> ambiance ambiances +ambience -> ambience ambiences +ambiguity -> ambiguity ambiguities +ambition -> ambition ambitions +ambivalence -> ambivalence ambivalences +amble -> amble ambled ambling ambles +ambra -> ambra ambras +ambulanceman -> ambulanceman ambulancemen +ambulance -> ambulance ambulances +ambulante -> ambulante ambulantes +ambulatory -> ambulatories ambulatory +ambush -> ambush ambushed ambushes ambushing +ambusher -> ambushers ambusher +amcit -> amcits amcit +a-measure -> a-measure a-measures +amel -> amels amel +ameliorate -> ameliorate ameliorated ameliorating ameliorates +amelioration -> amelioration ameliorations +amend -> amended amend amending amends +amendment -> amendments amendment +amenity -> amenities amenity +amerce -> amerced amerce +amercement -> amercements amercement +americain -> americain americains +americanisation -> americanisation americanisations +americanise -> americanise americanising +americanism -> americanism americanisms +american -> american americans +america -> america americas +amerindian -> amerindian amerindians +amethyst -> amethyst amethysts +amide -> amides amide +amigo -> amigo amigos +amine -> amines amine +amino-acid -> amino-acids amino-acid +aminoacid -> aminoacid aminoacids +aminoacyl-trna -> aminoacyl-trna aminoacyl-trnas +aminoglycoside -> aminoglycosides aminoglycoside +aminosalicylate -> aminosalicylate aminosalicylates +aminotransferase -> aminotransferases aminotransferase +amir -> amir amirs +amiss -> amiss amissing amisses +ammeter -> ammeter ammeters +ammonite -> ammonite ammonites +ammonoid -> ammonoids ammonoid +ammunition -> ammunition ammunitions +amnesiac -> amnesiac amnesiacs +amnesia -> amnesia amnesias +amnesic -> amnesics amnesic +amnesty -> amnesty amnesties amnestied amnestying +amoeba -> amoeba amoebae amoebas +amonge -> amonges amonge +among -> among amongest +amorite -> amorite amorites +amortise -> amortised amortise amortising amortises +amortize -> amortized amortize amortizing +amount -> amount amounts amounted amounting +amour -> amour amours +amp -> amps amp amping +ampersand -> ampersand ampersands +amphetamine -> amphetamines amphetamine +amphibian -> amphibians amphibian +amphibole -> amphibole amphiboles +amphitheater -> amphitheater amphitheaters +amphitheatre -> amphitheatre amphitheatres +amphora -> amphora amphoras +amphoteric -> amphoteric amphoterics +ample -> ample ampler +amplification -> amplification amplifications +amplifier -> amplifiers amplifier +amplify -> amplified amplify amplifies amplifying +amplitude -> amplitude amplitudes +ampoule -> ampoules ampoule +amputate -> amputated amputate amputates amputating +amputation -> amputation amputations +amputee -> amputee amputees +amulet -> amulets amulet +amuse -> amuses amuse +amusement -> amusement amusements +amy -> amy amys +anabantoid -> anabantoid anabantoids +anabaptist -> anabaptists anabaptist +anabaritid -> anabaritids anabaritid +anachronism -> anachronism anachronisms +anaemia -> anaemia anaemias +anaemic -> anaemic anaemics +anaesthetic -> anaesthetic anaesthetics +anaesthetise -> anaesthetised anaesthetise anaesthetising +anaesthetist -> anaesthetist anaesthetists +anaesthetize -> anaesthetized anaesthetize +anaglypta -> anaglypta anaglyptas +anagram -> anagrams anagram anagramming +analect -> analects analect +analgesic -> analgesics analgesic +analogy -> analogy analogies +analogization -> analogizations analogization +analogize -> analogizing analogized analogizes +analogue -> analogue analogues +anal -> anal anals +analyist -> analyist analyists +analysand -> analysands analysand +analyse -> analysing analyse analysed analyses +analyser -> analyser analysers +analysis -> analysis analyses +analysist -> analysists analysist +analyst -> analyst analysts +analyte -> analytes analyte +analytic -> analytic analytics +analyzer -> analyzer analyzers +analyze -> analyze analyzing analyzed analyzes +anaphor -> anaphors anaphor +anarchy -> anarchy anarchies +anarchist -> anarchists anarchist +anarcho-punk -> anarcho-punk anarcho-punks +ana -> ana anas +anastasio -> anastasio anastasios +anastomose -> anastomosing anastomoses anastomosed anastomose +anathema -> anathema anathemas +anathematise -> anathematised anathematising +anathematize -> anathematized anathematize +anatolian -> anatolian anatolians +anatomy -> anatomy anatomies +anatomise -> anatomises anatomised +anatomist -> anatomists anatomist +anatomize -> anatomized anatomize +anau -> anau anaus +anca -> anca ancas +ance -> ances ance +ancester -> ancester ancesters +ancestor -> ancestors ancestor +ancestry -> ancestry ancestries +anchisaur -> anchisaurs anchisaur +anchorage -> anchorage anchorages +anchoress -> anchoress anchoresses +anchorite -> anchorite anchorites +anchorman -> anchorman anchormen +anchor-man -> anchor-man anchor-men +anchor -> anchor anchors anchoring +anchovy -> anchovy anchovies +ancien -> ancien anciens +ancient -> ancient ancients +ancillary -> ancillary ancillaries +andalusian -> andalusian andalusians +andante -> andante andantes +andean -> andean andeans +andesite -> andesites andesite +andiron -> andirons andiron +andorran -> andorran andorrans +andra -> andra andras +andrew -> andrew andrews +andro -> andros andro +androgen -> androgens androgen +androgyne -> androgyne androgynes +android -> android androids +and -> and ands anding +'and -> 'and 'ands +'andsome -> 'andsomes 'andsome +anecdote -> anecdotes anecdote +anemometer -> anemometer anemometers +anemone -> anemone anemones +anencephalic -> anencephalic anencephalics +aneuploidy -> aneuploidy aneuploidies +aneurysm -> aneurysms aneurysm +anga -> angas anga +angel -> angels angel +angeleno -> angelenos angeleno +angelica -> angelica angelicas +anger -> anger angered angers angering +angevine -> angevine angevines +angevin -> angevin angevins +angiogram -> angiogram angiograms +angiography -> angiography angiographies +angioplasty -> angioplasty angioplasties +angiosperm -> angiosperms angiosperm +angler -> anglers angler +angle -> angle angles angled angling +anglian -> anglian anglians +anglican -> anglican anglicans +anglicise -> anglicising anglicise +anglicize -> anglicized anglicize +anglo-american -> anglo-american anglo-americans +anglo-argentine -> anglo-argentine anglo-argentines +anglo-burman -> anglo-burmans anglo-burman +anglo-canadian -> anglo-canadian anglo-canadians +anglo-catholic -> anglo-catholic anglo-catholics +anglo-greek -> anglo-greeks anglo-greek +anglo-indian -> anglo-indian anglo-indians +anglo-norman -> anglo-norman anglo-normans +anglo-nubian -> anglo-nubians anglo-nubian +anglophile -> anglophiles anglophile +anglophobe -> anglophobe anglophobes +anglophone -> anglophone anglophones +anglo -> anglo anglos +anglo-saxon -> anglo-saxon anglo-saxons +angolan -> angolans angolan +angora -> angora angoras +angry -> angry angrier angriest angries +ang -> ang angs +'ang -> 'ang 'angs +angstrom -> angstrom angstroms +anguish -> anguish anguishing anguishes +angularity -> angularity angularities +angulation -> angulation angulations +anharmonicity -> anharmonicity anharmonicities +anhydrite -> anhydrite anhydrites +animadvert -> animadvert animadverted animadverting +animal -> animals animal +animalcule -> animalcule animalcules +animal-lover -> animal-lover animal-lovers +animal-watcher -> animal-watcher animal-watchers +animate -> animate animates animating +animateur -> animateur animateurs +animatic -> animatic animatics +animation -> animation animations +animator -> animator animators +animist -> animist animists +animosity -> animosities animosity +anion -> anions anion +anionic -> anionic anionics +anisotropy -> anisotropy anisotropies +ankle -> ankles ankle ankling +anklebiter -> anklebiter anklebiters +ankle-bone -> ankle-bone ankle-bones +ankle-boot -> ankle-boots ankle-boot +ankle-strap -> ankle-straps ankle-strap +anklet -> anklets anklet +ankylosaur -> ankylosaurs ankylosaur +annal -> annals annal +annalist -> annalist annalists +annamite -> annamites annamite +anna -> anna annas +anneal -> annealing annealed anneals +annelid -> annelid annelids +annexation -> annexation annexations +annex -> annexed annexes annex annexing +annihilate -> annihilating annihilated annihilate annihilates +annihilation -> annihilation annihilations +anniversary -> anniversary anniversaries +anno -> anno annos +annotate -> annotating annotate annotated annotates +annotation -> annotation annotations +announce -> announced announce announces announcing +announcement -> announcement announcements +announcer -> announcer announcers +annoyance -> annoyance annoyances +annoy -> annoy annoys annoying +annual -> annual annuals +annuitant -> annuitants annuitant +annuity -> annuities annuity +annul -> annulled annul annulling annuls +anode -> anode anodes +anoint -> anoint anointed anointing anoints +anole -> anole anoles +anomal -> anomals anomal +anomaly -> anomalies anomaly +anopheline -> anopheline anophelines +anorak -> anorak anoraks +anorexic -> anorexic anorexics +anorthosite -> anorthosite anorthosites +another -> another anothers +an -> an ans +ansaphone -> ansaphone ansaphones +anse -> anses anse +ansell -> ansells ansell +ansty -> ansties ansty +answerback -> answerback answerbacks +answere -> answeres answere +answerer -> answerer answerers +answer -> answer answering answers answered +answerphone -> answerphone answerphones +antacid -> antacids antacid +antagonise -> antagonise antagonised antagonising antagonises +antagonism -> antagonisms antagonism +antagonist -> antagonists antagonist +antagonize -> antagonized antagonize antagonizing antagonizes +anta -> anta antas +ant-drug -> ant-drugs ant-drug +anteater -> anteater anteaters +ant-eater -> ant-eater ant-eaters +antecedent -> antecedent antecedents +antechamber -> antechamber antechambers +ante-chamber -> ante-chamber ante-chambers +antedate -> antedating antedated antedate antedates +antelope -> antelope antelopes +antenna -> antenna antennas +ante-room -> ante-rooms ante-room +anteroom -> anteroom anterooms +ante -> ante antes +anthelmintic -> anthelmintics anthelmintic +anthem -> anthem anthems +anther -> anthers anther +anthill -> anthills anthill +ant-hill -> ant-hill ant-hills +anthologise -> anthologise anthologised +anthologist -> anthologist anthologists +anthologize -> anthologized anthologize +anthology -> anthologies anthology +anthracite -> anthracite anthracites +anthranoid -> anthranoid anthranoids +anthropoid -> anthropoid anthropoids +anthropology -> anthropology anthropologies +anthropologist -> anthropologists anthropologist +anthropometric -> anthropometric anthropometrics +anthropomorphise -> anthropomorphised anthropomorphise +anthropomorphism -> anthropomorphism anthropomorphisms +anthropomorphize -> anthropomorphizing anthropomorphized anthropomorphize +anthurium -> anthuriums anthurium +anti-abortionist -> anti-abortionists anti-abortionist +anti-aphrodisiac -> anti-aphrodisiac anti-aphrodisiacs +anti-appeaser -> anti-appeaser anti-appeasers +anti-arrhythmic -> anti-arrhythmic anti-arrhythmics +anti-athenian -> anti-athenian anti-athenians +antibacterial -> antibacterial antibacterials +antibiotic -> antibiotics antibiotic +anti-biotic -> anti-biotics anti-biotic +anti-body -> anti-body anti-bodies +antibody -> antibodies antibody +anti-bolshevik -> anti-bolshevik anti-bolsheviks +anti-car -> anti-cars anti-car +anticholinergic -> anticholinergic anticholinergics +antichrist -> antichrist antichrists +anticipate -> anticipate anticipating anticipates anticipated +anticipation -> anticipation anticipations +anticlerical -> anticlerical anticlericals +anti-climax -> anti-climaxes anti-climax +anticlimax -> anticlimax anticlimaxes +anticline -> anticline anticlines +anticoagulant -> anticoagulant anticoagulants +anti-coagulant -> anti-coagulant anti-coagulants +anticodon -> anticodon anticodons +anti-collectivist -> anti-collectivists anti-collectivist +anti-communist -> anti-communist anti-communists +anti-conservative -> anti-conservative anti-conservatives +anticonvulsant -> anticonvulsant anticonvulsants +antic -> antic antics +anti-culture -> anti-cultures anti-culture +anticyclone -> anticyclones anticyclone +anti-darwinian -> anti-darwinian anti-darwinians +anti-democrat -> anti-democrats anti-democrat +antidepressant -> antidepressants antidepressant +anti-depressant -> anti-depressant anti-depressants +anti-detectorist -> anti-detectorist anti-detectorists +antidote -> antidote antidotes +antidrug -> antidrug antidrugs +antielectron -> antielectrons antielectron +antiemetic -> antiemetics antiemetic +anti-emetic -> anti-emetic anti-emetics +anti-european -> anti-european anti-europeans +anti-fascist -> anti-fascist anti-fascists +anti-federalist -> anti-federalist anti-federalists +anti-feminist -> anti-feminist anti-feminists +antifungal -> antifungal antifungals +anti-fungal -> anti-fungal anti-fungals +anti-garotter -> anti-garotter anti-garotters +anti-gaullist -> anti-gaullist anti-gaullists +antigen -> antigen antigens +anti-german -> anti-german anti-germans +anti-god -> anti-gods anti-god +antiguan -> antiguan antiguans +antihero -> antihero antiheros +anti-hero -> anti-hero anti-heros +anti-histamine -> anti-histamines anti-histamine +antihistamine -> antihistamine antihistamines +anti-homosexual -> anti-homosexual anti-homosexuals +anti-human -> anti-human anti-humen +antihypertensive -> antihypertensive antihypertensives +anti-imperialist -> anti-imperialist anti-imperialists +anti-infective -> anti-infective anti-infectives +anti-inflammatory -> anti-inflammatory anti-inflammatories +anti-keynesian -> anti-keynesian anti-keynesians +anti-law -> anti-laws anti-law +anti-leftist -> anti-leftists anti-leftist +antilog -> antilogs antilogged +anti-log -> anti-log anti-logs +antimacassar -> antimacassars antimacassar +anti-malarial -> anti-malarials anti-malarial +antimalarial -> antimalarial antimalarials +anti-marketeer -> anti-marketeer anti-marketeers +anti-marxist -> anti-marxists anti-marxist +antimicrobial -> antimicrobials antimicrobial +anti-monarchist -> anti-monarchist anti-monarchists +antimony -> antimony antimonies +anti-nationalist -> anti-nationalist anti-nationalists +anti-nazi -> anti-nazi anti-nazis +antineutrino -> antineutrinos antineutrino +antinomian -> antinomian antinomians +antinomy -> antinomies antinomy +antiochene -> antiochene antiochenes +antioxidant -> antioxidants antioxidant +anti-oxidant -> anti-oxidant anti-oxidants +anti-parliamentarian -> anti-parliamentarians anti-parliamentarian +antiparticle -> antiparticles antiparticle +anti-partisan -> anti-partisan anti-partisans +antipathy -> antipathy antipathies +anti-perspirant -> anti-perspirant anti-perspirants +antiphon -> antiphons antiphon +antipodean -> antipodean antipodeans +anti-pope -> anti-pope anti-popes +anti-profit -> anti-profit anti-profits +antiproton -> antiprotons antiproton +antiquarian -> antiquarian antiquarians +antiquark -> antiquark antiquarks +anti-quark -> anti-quark anti-quarks +antiquary -> antiquaries antiquary +antique-dealer -> antique-dealers antique-dealer +antique -> antique antiques antiqued antiquing +antiquity -> antiquity antiquities +antiracist -> antiracist antiracists +anti-racist -> anti-racist anti-racists +anti-reformer -> anti-reformers anti-reformer +anti-republican -> anti-republican anti-republicans +anti-road -> anti-roads anti-road +antirrhinum -> antirrhinums antirrhinum +anti-semite -> anti-semite anti-semites +antiseptic -> antiseptic antiseptics +antiserum -> antiserums antiserum +anti-socialist -> anti-socialist anti-socialists +antispasmodic -> antispasmodic antispasmodics +anti-star -> anti-star anti-stars +anti-suffragist -> anti-suffragist anti-suffragists +anti-system -> anti-system anti-systems +antiterrorista -> antiterrorista antiterroristas +antithesis -> antithesis antitheses +anti-tory -> anti-tory anti-tories +antitoxin -> antitoxin antitoxins +anti-toxin -> anti-toxin anti-toxins +antitype -> antitypes antitype +anti-unionist -> anti-unionist anti-unionists +anti-venin -> anti-venin anti-venins +antiviral -> antiviral antivirals +anti-viral -> anti-viral anti-virals +anti-vivisectionist -> anti-vivisectionists anti-vivisectionist +anti-woman -> anti-woman anti-women +antler -> antlers antler antlered +ant-lion -> ant-lions ant-lion +antonine -> antonine antonines +antonym -> antonym antonyms +ant -> ant ants anting anted +anuran -> anuran anurans +anvil -> anvil anvils +anwar -> anwar anwars +anxiety -> anxieties anxiety +anxiolytic -> anxiolytic anxiolytics +anybody -> anybody anybodies +anyone -> anyone anyones +anyon -> anyon anyons +anyway -> anyway anyways +anywhither -> anywhither anywhithers +aoe -> aoe aoes +aonach -> aonachs aonach +aonb -> aonb aonbs +aorta -> aorta aortas +ao -> ao aos +ap -> aping ap aped aps apping +apack -> apack apacked +apanage -> apanage apanages +apartment-block -> apartment-block apartment-blocks +apartment -> apartment apartments +apatite -> apatite apatites +apennine -> apennines apennine +aperient -> aperient aperients +aperitif -> aperitifs aperitif +aperture -> aperture apertures +ape -> ape apes apeing +apex -> apex apexes apices +aphasia -> aphasia aphasias +aphasic -> aphasic aphasics +aphid -> aphids aphid +aphorism -> aphorism aphorisms +aphrodisiac -> aphrodisiac aphrodisiacs +aphrodisian -> aphrodisian aphrodisians +apic -> apic apics +apistle -> apistle apistles +apisto -> apistos apisto +apocalypse -> apocalypse apocalypses +apodeme -> apodeme apodemes +apoligise -> apoligise apoligised +apolipoprotein -> apolipoproteins apolipoprotein +apologetic -> apologetic apologetics +apology -> apology apologies +apologise -> apologise apologising apologised apologises +apologist -> apologists apologist +apologize -> apologize apologizing apologizes apologized +apophthegm -> apophthegm apophthegms +apoprotein -> apoproteins apoprotein +aporia -> aporia aporias +apostate -> apostate apostates +apostatize -> apostatized apostatize +apostle -> apostle apostles +apostolate -> apostolate apostolates +apostrophe -> apostrophe apostrophes +apostrophise -> apostrophising apostrophise +apostrophize -> apostrophized apostrophizes apostrophize apostrophizing +apothecary -> apothecaries apothecary +apotheosise -> apotheosising apotheosised +appal -> appals appal +appale -> appaling appaled +appall -> appalls appall +apparatchik -> apparatchiks apparatchik +apparat -> apparat apparats +apparel -> apparel apparelled apparels +apparition -> apparitions apparition +appaul -> appauling appauled +appeal -> appealed appeal appeals appealing appealling appealled +appearance -> appearance appearances +appeare -> appeares appeare +appear -> appears appeared appear appearing +appearence -> appearence appearences +appease -> appeased appease appeasing appeases +appeaser -> appeaser appeasers +appellant -> appellant appellants +appellation -> appellation appellations +appel -> appel appels +append -> appended append appends appending +appendage -> appendages appendage +appendicectomy -> appendicectomies appendicectomy +appendix -> appendix appendices appendixes +'appen -> 'appen 'appened 'appens 'appening +appertain -> appertain appertaining appertains appertained +appetency -> appetencies appetency +appetiser -> appetiser appetisers +appetite -> appetite appetites +appetizer -> appetizer appetizers +'appy -> 'appy 'appier +applaud -> applaud applauded applauds applauding +applecart -> applecart applecarts +apple-pip -> apple-pip apple-pips +apple -> apple apples +applet -> applets applet +apple-tree -> apple-trees apple-tree +appliance -> appliance appliances +applicability -> applicability applicabilities +applicant -> applicant applicants +application -> application applications +applicator -> applicator applicators +applier -> applier appliers +apply -> applies applying apply applied +appoggiatura -> appoggiaturas appoggiatura +appoint -> appointed appoint appointing appoints +appointee -> appointees appointee +appointment -> appointment appointments +apportion -> apportioned apportion apportioning apportions +apportionment -> apportionment apportionments +apport -> apport apports +apposition -> apposition appositions +appraisal -> appraisal appraisals +appraisee -> appraisee appraisees +appraiser -> appraisers appraiser +appraise -> appraised appraising appraise appraises +appreciate -> appreciated appreciate appreciating appreciates +appreciation -> appreciation appreciations +apprehend -> apprehend apprehended apprehends apprehending +apprehension -> apprehension apprehensions +apprentice -> apprentice apprentices apprenticed apprenticing +apprenticeship -> apprenticeships apprenticeship +apprise -> apprised apprise +approach -> approaches approach approached approaching +approbation -> approbation approbations +appropriate -> appropriate appropriated appropriating appropriates +appropriation -> appropriation appropriations +approval -> approvals approval +approve -> approved approve approves approving +approximate -> approximate approximated approximates approximating +approximation -> approximation approximations +app -> app apps +appurtenance -> appurtenances appurtenance +appy -> appy appying +apricot -> apricot apricots +aproach -> aproach aproaches +apron -> aprons apron +apr -> apr aprs +apse -> apse apses +apterygote -> apterygotes apterygote +aptitude -> aptitude aptitudes +apt -> apt apts apter aptest +aquabatic -> aquabatics aquabatic +aqualung -> aqualung aqualungs +aquamarine -> aquamarine aquamarines +aquanaut -> aquanaut aquanauts +aquaplane -> aquaplane aquaplaning aquaplaned aquaplanes +aquarium -> aquarium aquaria aquariums +aquarian -> aquarian aquarians +aquarist -> aquarists aquarist +aqua -> aqua aquas +aquascape -> aquascape aquascaping aquascaped +aquastar -> aquastar aquastars +aquatic -> aquatic aquatics +aquatint -> aquatint aquatints aquatinting +aqueduct -> aqueduct aqueducts +aquifer -> aquifers aquifer +aquilegia -> aquilegia aquilegias +aquisition -> aquisitions aquisition +aquitanian -> aquitanian aquitanians +arab-american -> arab-americans arab-american +arabesque -> arabesque arabesques arabesquing +arabian -> arabian arabians +arabic-speaker -> arabic-speaker arabic-speakers +arabist -> arabist arabists +arab -> arab arabs +arachnid -> arachnids arachnid +arachnologist -> arachnologists arachnologist +arange -> arange aranged +aran -> aran arans +ararat -> ararat ararats +arato -> arato aratos +arbiter -> arbiters arbiter +arbitrageur -> arbitrageur arbitrageurs +arbitrage -> arbitrage arbitraging arbitrages +arbitrate -> arbitrate arbitrates arbitrating arbitrated +arbitration -> arbitration arbitrations +arbitrator -> arbitrator arbitrators +arboretum -> arboretum arboretums +arbor -> arbor arbors +arbour -> arbour arbours +arb -> arb arbs +arbuthnot -> arbuthnot arbuthnots +arcade -> arcades arcade arcading arcaded +arcadian -> arcadian arcadians +arcane -> arcane arcanest +arce -> arce arced arcing +archaelogist -> archaelogists archaelogist +archaeologist -> archaeologist archaeologists +archaism -> archaisms archaism +archangel -> archangel archangels +archbishopric -> archbishopric archbishoprics +archbishop -> archbishop archbishops +archdeacon -> archdeacons archdeacon +archdeaconry -> archdeaconry archdeaconries +archdiocese -> archdiocese archdioceses +arch-enemy -> arch-enemy arch-enemies +archeologist -> archeologist archeologists +arch -> arch arches arching arched archest +archetype -> archetype archetypes +archiepiscopate -> archiepiscopate archiepiscopates +archimandrite -> archimandrite archimandrites +archipelago -> archipelago archipelagos +architectonic -> architectonic architectonics +architect -> architect architects architected architecting +architecture -> architecture architectures +architrave -> architrave architraves architraved +archive -> archives archive archived archiving +archivist -> archivist archivists +archlute -> archlutes archlute +archon -> archons archon +arch-opponent -> arch-opponent arch-opponents +archosaur -> archosaurs archosaur +archpriest -> archpriest archpriests +arch-priest -> arch-priest arch-priests +arch-rival -> arch-rival arch-rivals +arch-support -> arch-support arch-supports +archtop -> archtop archtops +arch-villain -> arch-villain arch-villains +archway -> archway archways +archy -> archies archy +arc-lamp -> arc-lamp arc-lamps +arc-light -> arc-lights arc-light +arc -> arc arcs +arcsecond -> arcseconds arcsecond +arcsystem -> arcsystem arcsystems +arctic-alpine -> arctic-alpine arctic-alpines +arctic -> arctic arctics +arcuate -> arcuate arcuated +ardakkean -> ardakkean ardakkeans +arden -> arden ardens +ardente -> ardentes ardente +ardour -> ardours ardour +area -> areas area +arena -> arena arenas +arenite -> arenite arenites +arf -> arf arfs +argentine -> argentine argentines +argentinian -> argentinian argentinians +arginine -> arginine arginines +argive -> argive argives +argonaut -> argonaut argonauts +argon -> argon argons +argosy -> argosy argosies +arguament -> arguament arguaments +argue -> argue argued arguing argues argueing +arguement -> arguement arguements +arguer -> arguers arguer +argument -> argument arguments +argy -> argies argy +argyranthemum -> argyranthemum argyranthemums +arian -> arian arians +aria -> aria arias +aridity -> aridity aridities +ariel -> ariel ariels +ariette -> ariette ariettes +aril -> arils aril +arimaspian -> arimaspians arimaspian +arise -> arises arising arise arisen arose arised +aristo -> aristos aristo +aristocracy -> aristocracy aristocracies +aristocrat -> aristocrat aristocrats +aristotelian -> aristotelian aristotelians +arithmetician -> arithmeticians arithmetician +arithmetic -> arithmetic arithmetics +arive -> arived arives +arkell -> arkell arkells +ark -> ark arks +arkwright -> arkwright arkwrights +armada -> armada armadas +armadillo -> armadillos armadillo +armagnac -> armagnac armagnacs +armament -> armament armaments +armature -> armature armatures +armband -> armbands armband +arm-band -> arm-bands arm-band +armblaster -> armblaster armblasters +arm-chair -> arm-chairs arm-chair +armchair -> armchair armchairs +arm -> arms armed arm arming +armenian -> armenians armenian +arme -> arme armes +armful -> armful armfuls +armhole -> armholes armhole +army -> army armies +armiger -> armigers armiger +arminian -> arminian arminians +armistice -> armistice armistices +armlet -> armlets armlet +armload -> armload armloads +armlock -> armlocked armlock +armorial -> armorial armorials +armourer -> armourers armourer +armoury -> armoury armouries +armour -> armour armouring armoured armours +armour-plate -> armour-plate armour-plates +armpit -> armpits armpit +arm-pit -> arm-pit arm-pits +arm-rest -> arm-rests arm-rest +arm-span -> arm-spans arm-span +aroid -> aroids aroid +aroma -> aroma aromas +aromatherapist -> aromatherapist aromatherapists +aromatic -> aromatic aromatics +arousal -> arousal arousals +arouser -> arouser arousers +arouse -> aroused arousing arouse arouses +arowana -> arowana arowanas +arpeggiate -> arpeggiates arpeggiated arpeggiate +arpeggio -> arpeggios arpeggio +arpeggio-figure -> arpeggio-figure arpeggio-figures +arpel -> arpels arpel +arpent -> arpents arpent +arraign -> arraigned arraigning +arraignment -> arraignment arraignments +arrange -> arranged arrange arranging arranges +arrangement -> arrangement arrangements +arranger -> arrangers arranger +arrangment -> arrangments arrangment +array -> array arrayed arrays arraying +arrent -> arrent arrented +arrest -> arrested arrest arrests arresting +arrestant -> arrestant arrestants +arrestee -> arrestee arrestees +arrester -> arrester arresters +arrestment -> arrestments arrestment +arrhythmia -> arrhythmias arrhythmia +arrival -> arrival arrivals +arriver -> arrivers arriver +arrive -> arrive arriving arrives arrived +arriviste -> arriviste arrivistes +arrogate -> arrogating arrogate arrogated arrogates +arrondissement -> arrondissements arrondissement +arrowana -> arrowana arrowanas +arrowhead -> arrowheads arrowhead +arrow-head -> arrow-head arrow-heads +arrow -> arrow arrows arrowing arrowed +arrow-slit -> arrow-slit arrow-slits +arrow-tip -> arrow-tip arrow-tips +arry -> arry arrys +arrythmia -> arrythmias arrythmia +ar -> ar ars +arsehole -> arsehole arseholes +arse-hole -> arse-hole arse-holes +arsenal -> arsenal arsenals +arsenical -> arsenical arsenicals +arsenide -> arsenide arsenides +arse -> arse arses arsed arsing +arseway -> arseway arseways +arsk -> arsk arsked +arsonist -> arsonist arsonists +arson -> arson arsons +art-dealer -> art-dealers art-dealer +artefact -> artefacts artefact +artemisia -> artemisia artemisias +arterial -> arterial arterials +artery -> artery arteries +arte -> arte artes +art-expert -> art-experts art-expert +artform -> artform artforms +art-form -> art-form art-forms +arthouse -> arthouse arthouses +arthritic -> arthritic arthritics +arthropod -> arthropod arthropods +artichoke -> artichokes artichoke +article -> articles article articled +articulate -> articulate articulated articulates articulating +articulation -> articulation articulations +articulator -> articulator articulators +arty -> arty artiest +artifact -> artifact artifacts +artificer -> artificer artificers +artifice -> artifice artifices +artificiality -> artificiality artificialities +artificial -> artificial artificials +artilleryman -> artillerymen artilleryman +artisan -> artisans artisan +artist -> artists artist +artiste -> artiste artistes +artist-philosopher -> artist-philosopher artist-philosophers +artistry -> artistry artistries +artist-writer -> artist-writer artist-writers +art-lover -> art-lover art-lovers +art-object -> art-objects art-object +art -> art arts +artwork -> artwork artworks +arundell -> arundells arundell +arup -> arup arups +arv -> arv arvs +aryan -> aryan aryans +asaphid -> asaphid asaphids +asa -> asa asas +asat -> asat asats +ascarid -> ascarids ascarid +ascaridoid -> ascaridoids ascaridoid +ascendant -> ascendant ascendants +ascend -> ascend ascended ascends ascending +ascender -> ascenders ascender +ascensionist -> ascensionists ascensionist +ascension -> ascension ascensions +ascentionist -> ascentionists ascentionist +ascent -> ascent ascents +ascertain -> ascertain ascertaining ascertained ascertains +ascetic -> ascetic ascetics +ascii -> ascii asciis +ascribe -> ascribed ascribe ascribing ascribes +ascription -> ascription ascriptions +ascriptive -> ascriptive ascriptives +asdic -> asdic asdics +aset -> aset asets +ash -> ashes ash ashed ashing +ashcan -> ashcan ashcans +ashet -> ashets ashet +ashlar -> ashlar ashlars +ashram -> ashram ashrams +ashtray -> ashtrays ashtray +ash-tray -> ash-tray ash-trays +asian -> asian asians +asiatic -> asiatic asiatics +asic -> asics asic +aside -> aside asides asiding +asid -> asid asids +ask -> asked ask asking asks +aske -> aske askes +asko -> asko askos +as-level -> as-level as-levels +asm -> asm asms +asociation -> asociation asociations +asparagine -> asparagines asparagine +aspect -> aspects aspect aspected +aspen -> aspen aspens +asperge -> asperges asperge +asperity -> asperities asperity +aspersion -> aspersions aspersion +asphalt -> asphalt asphalted asphalts +asphodel -> asphodel asphodels +asphyxiate -> asphyxiated asphyxiate asphyxiating asphyxiates +aspidistra -> aspidistras aspidistra +aspinwall -> aspinwall aspinwalls +aspirant -> aspirants aspirant +aspirate -> aspirated aspirates aspirate aspirating +aspiration -> aspiration aspirations +aspire -> aspires aspiring aspired aspire +aspirin -> aspirin aspirins +asprey -> aspreys asprey +aspro -> aspro aspros +asp -> asp asps +asquithian -> asquithian asquithians +asr -> asr asrs +assail -> assailed assail assails assailing +assailant -> assailants assailant +assart -> assarts assart assarted +assassinate -> assassinate assassinated assassinates assassinating +assassination -> assassinations assassination +assassin -> assassin assassins +assault -> assault assaults assaulting assaulted +assay -> assaying assay assays assayed +assayer -> assayer assayers +assemblage -> assemblages assemblage +assemble -> assembled assemble assembling assembles +assembler -> assembler assemblers +assembly -> assembly assemblies +assembly-line -> assembly-lines assembly-line +assemblyman -> assemblyman assemblymen +assent -> assent assented assenting assents +assert -> asserted asserting assert asserts +assertion -> assertions assertion +ass -> ass asses assed +assess -> assessing assess assessed assesses +assessment -> assessment assessments +assessor -> assessors assessor +asset -> asset assets +asset-stripper -> asset-stripper asset-strippers +asshole -> asshole assholes +assignation -> assignations assignation +assignee -> assignee assignees +assign -> assigned assigning assign assigns +assignment -> assignment assignments +assignor -> assignor assignors +assimilate -> assimilate assimilated assimilating assimilates +assimilationist -> assimilationists assimilationist +assimilation -> assimilation assimilations +assise -> assises assise +assistance -> assistance assistances +assistant -> assistant assistants +assistantship -> assistantship assistantships +assist -> assist assisted assists assisting +assize -> assize assizes +associate -> associated associate associates associating +association -> association associations +associative -> associative associatives +assoluta -> assolutas assoluta +assonance -> assonance assonances +assortment -> assortment assortments +assort -> assort assorts +assr -> assr assrs +assuage -> assuage assuaging assuaged assuages +assualt -> assualts assualting assualt assualted +assult -> assult assults +assume -> assuming assume assumed assumes +assumption -> assumptions assumption +assurance -> assurance assurances +assure -> assured assure assures assuring +assurer -> assurers assurer +assyrian -> assyrian assyrians +astarte -> astarte astartes +asterisk -> asterisks asterisk asterisked +asteroid -> asteroid asteroids +aster -> aster asters +asthmatic -> asthmatic asthmatics +astilbe -> astilbe astilbes +astle -> astle astles +astonish -> astonish astonishes +astonishment -> astonishment astonishments +astor -> astor astors +astound -> astound astounded astounds astounding +astringent -> astringent astringents +astrocyte -> astrocytes astrocyte +astrolabe -> astrolabe astrolabes +astrologer -> astrologer astrologers +astrology -> astrology astrologies +astronaut -> astronaut astronauts +astronomer -> astronomers astronomer +astronomer-priest -> astronomer-priest astronomer-priests +astropath -> astropath astropaths +astrophysicist -> astrophysicist astrophysicists +asturian -> asturians asturian +a-subunit -> a-subunit a-subunits +asw -> asws asw +asylum -> asylum asylums +asylum-seeker -> asylum-seekers asylum-seeker +asymmetry -> asymmetry asymmetries +asymptote -> asymptote asymptotes +atalanta -> atalanta atalantas +atalaya -> atalaya atalayas +at-alike -> at-alikes at-alike +ataman -> ataman atamans +atb -> atb atbs +eat -> eat ate eating eaten eats +'ate -> 'ates 'ate +at -> at ated ater +atelier -> atelier ateliers +atheist -> atheist atheists +athenian -> athenian athenians +athlete -> athletes athlete +ation -> ations ation +atlante -> atlante atlantes +atlanticist -> atlanticists atlanticist +atm -> atms atm +atmosphere -> atmosphere atmospheres +atmospheric -> atmospheric atmospherics +atn -> atn atns +a-to-d -> a-to-d a-to-ds +atoll -> atoll atolls +atom -> atoms atom +atomic -> atomic atomics +atomise -> atomise atomising +atomist -> atomist atomists +atomize -> atomized atomizes atomize atomizing +atone -> atones atone +aton -> atoned atoning +atpase -> atpase atpases +atp -> atp atps +atr -> atrs atr +a-tract -> a-tracts a-tract +a-tremble -> a-tremble a-trembling +atresia -> atresia atresias +atrium -> atrium atriumed +atrocity -> atrocities atrocity +atrophy -> atrophied atrophy atrophies +'at -> 'at 'ats 'ated +att -> atts att +attach -> attached attaches attaching attach +attachment -> attachment attachments +attack -> attacked attack attacks attacking +attacker -> attackers attacker +attainder -> attainder attainders +attain -> attain attained attaining attains +attainment -> attainments attainment +attar -> attar attars +atta -> atta attas +attempt -> attempting attempted attempt attempts +attendance -> attendance attendances +attendant -> attendant attendants +attend -> attend attended attending attends +attendee -> attendees attendee +attender -> attender attenders +attention-grabber -> attention-grabber attention-grabbers +attention -> attention attentions +attenuate -> attenuated attenuating attenuate attenuates +attenuation -> attenuation attenuations +attenuator -> attenuator attenuators +attest -> attested attest attests attesting +attestation -> attestation attestations +attic -> attic attics +attire -> attired attire +attitude-holder -> attitude-holder attitude-holders +attitude -> attitude attitudes +attitudinist -> attitudinist attitudinists +attorn -> attorns attorned +attorney -> attorney attorneys +attoskirt -> attoskirt attoskirts +attract -> attracted attract attracting attracts +attractant -> attractant attractants +attraction -> attraction attractions +attractor -> attractors attractor +attribute -> attributed attributes attribute attributing +attribution -> attributions attribution +attributive -> attributive attributives +attune -> attuned attune attuning attunes +attunement -> attunement attunements +atv -> atv atvs +auberge -> auberge auberges +aubergine -> aubergines aubergine +auction -> auction auctioned auctions auctioning +auctioneer -> auctioneering auctioneers auctioneer +auctoritee -> auctoritee auctoritees +aucuba -> aucuba aucubas +audience -> audiences audience +audiencia -> audiencias audiencia +audio-cassette -> audio-cassettes audio-cassette +audiocassette -> audiocassette audiocassettes +audio-disc -> audio-disc audio-discs +audion -> audion audioning +audiophile -> audiophile audiophiles +audio-recording -> audio-recordings audio-recording +audio -> audio audios +audiotape -> audiotape audiotapes audiotaped +audio-tape -> audio-tape audio-tapes +audiovisual -> audiovisual audiovisuals +audio-visual -> audio-visual audio-visuals +audit -> audited auditing audit audits +audition -> audition auditions auditioning auditioned +auditor -> auditors auditor +auditorium -> auditorium auditoriums +aue -> aue aued +auger -> auger augers augering +augmentation -> augmentation augmentations +augment -> augment augmented augmenting augments +augue -> augue augued +augument -> augument auguments +augur -> augurs augur +augure -> augured auguring +augury -> auguries augury +augustan -> augustan augustans +augustinian -> augustinians augustinian +auk -> auks auk +auklet -> auklet auklets +aulacogen -> aulacogen aulacogens +aunty -> aunty aunties +auntre -> auntre auntres +aunt -> aunt aunts +aura -> aura auras +aureole -> aureole aureoles +aure -> aure aures +auroch -> auroch aurochs +aurora -> aurora auroras +au -> au aus +aussie -> aussie aussies +austerity -> austerity austerities +auster -> auster austers +austick -> austicks austick +australe -> australe australes +australian -> australian australians +austral -> austral australs +austrasian -> austrasian austrasians +austrian -> austrian austrians +austro-marxist -> austro-marxists austro-marxist +auteur -> auteur auteurs +authenticate -> authenticated authenticate authenticating +authenticator -> authenticator authenticators +authentic -> authentic authentics +authore -> authoring authored +authoress -> authoress authoresses +authorisation -> authorisation authorisations +authorise -> authorised authorise authorising authorises +authoritarian -> authoritarian authoritarians +authority -> authority authorities +authority-figure -> authority-figure authority-figures +authorization -> authorization authorizations +authorize -> authorize authorizing authorized authorizes +author -> author authors +authorship -> authorship authorships +autistic -> autistic autistics +autoanalyser -> autoanalyser autoanalysers +auto-answer -> auto-answer auto-answers +autoantibody -> autoantibodies autoantibody +auto-antibody -> auto-antibodies auto-antibody +autoantigen -> autoantigens autoantigen +autobahn -> autobahn autobahns +autobank -> autobank autobanking +autobiographer -> autobiographer autobiographers +autobiography -> autobiography autobiographies +autocatalyst -> autocatalysts autocatalyst +autochrome -> autochrome autochromes +autoclave -> autoclaves autoclaving autoclaved autoclave +autoclub -> autoclubs autoclub +autocracy -> autocracy autocracies +autocrat -> autocrats autocrat +auto-crime -> auto-crimes auto-crime +auto-decrement -> auto-decrement auto-decrementing +autodidact -> autodidact autodidacts +autogenic -> autogenic autogenics +autogiro -> autogiro autogiros +autograph -> autographs autograph autographed autographing +autogyro -> autogyro autogyros +automaker -> automaker automakers +automate -> automating automate automates +automatic -> automatic automatics +automation -> automation automations +automatise -> automatised automatising +automaton -> automaton automatons +automobile -> automobile automobiles +autonomy -> autonomy autonomies +autonomist -> autonomists autonomist +autopilot -> autopilot autopilots +autopsy -> autopsies autopsy autopsied +autoradiogram -> autoradiograms autoradiogram +autoradiograph -> autoradiograph autoradiographed autoradiographs +autoradiography -> autoradiography autoradiographies +autoregression -> autoregression autoregressions +autorotation -> autorotation autorotations +autoroute -> autoroute autoroutes +auto -> auto autos +autosampler -> autosampler autosamplers +auto-sense -> auto-senses auto-sensing auto-sense +autosome -> autosomes autosome +autostrada -> autostrada autostradas +auto-suggestion -> auto-suggestion auto-suggestions +autumn -> autumn autumns +auxetophone -> auxetophone auxetophones +auxiliary -> auxiliary auxiliaries +auxin -> auxins auxin +av -> avs av +avail -> availed avail availing avails +availability -> availability availabilities +avalanch -> avalanched avalanches avalanching +avant-garde -> avant-garde avant-gardes +avar -> avars avar +avatar -> avatar avatars +avc -> avcs avc +aven -> avens aven +avena -> avenas avena +avenge -> avenge avenged avenges +avenger -> avenger avengers +avenue -> avenues avenue +average -> average averages averaged averaging +averment -> averment averments +aver -> aver avers averred averring +aversion -> aversion aversions +avert -> averted avert averts averting +aviary -> aviary aviaries +aviate -> aviating aviated aviate +aviator -> aviator aviators +avifauna -> avifauna avifaunas +ave -> ave aving +avion -> avion avions +avocado -> avocados avocado +avocation -> avocations avocation +avocet -> avocet avocets +avoid -> avoided avoid avoids avoiding +avoidance -> avoidance avoidances +avoider -> avoider avoiders +avo -> avo avoing +avouch -> avouch avouched avouching +avowal -> avowal avowals +avow -> avowing avows avow +await -> awaiting awaited awaits await +awaken -> awakening awakened awakens awaken +award -> award awarding awarded awards +award-winner -> award-winner award-winners +awareness -> awareness awarenesses +aware -> aware awares +away-day -> away-days away-day +awayday -> awayday awaydays +away -> away aways awaying +awe -> awe awed awes +awhile -> awhile awhiles +awkwardness -> awkwardness awkwardnesses +awlgrip -> awlgripped awlgrip +awn -> awns awn +awning -> awnings awning +awake -> awake awoke awoken awaking awakes awaked +aw -> aw aws +axe -> axe axed axeing +axe-handle -> axe-handle axe-handles +axehead -> axeheads axehead +axel -> axel axels +axeman -> axeman axemen +axil -> axils axil +axillary -> axillary axillaries +ax -> ax axing axes +axiom -> axioms axiom +axle-box -> axle-boxes axle-box +axle -> axle axles axled +axolotl -> axolotl axolotls +axon -> axon axons +ayatollah -> ayatollah ayatollahs +ay -> ay ayer ays +aye -> aye ayes +aymara -> aymara aymaras +ayme -> aymes ayme +ayyubid -> ayyubid ayyubids +azalea -> azaleas azalea +azem -> azem azems +azerbaijani -> azerbaijani azerbaijanis +azide -> azide azides +azimuth -> azimuths azimuth +aztec -> aztecs aztec +'b -> 'best 'b +ba -> bas ba +baathist -> baathists baathist +ba'athist -> ba'athists ba'athist +babar -> babar babars +baba -> baba babas +babba -> babba babbas +babbler -> babbler babblers +babble -> babble babbling babbled babbles +babby -> babbies babby +babee -> babee babees +babe -> babe babes +baby -> baby babies babys babied babying +babirusa -> babirusa babirusas +baboon -> baboons baboon +babushka -> babushka babushkas +babuska -> babuskas babuska +babyfood -> babyfood babyfoods +babygro -> babygro babygros +babygrow -> babygrows babygrow +babyhood -> babyhood babyhoods +babylonian -> babylonian babylonians +baby-sit -> baby-sitting baby-sit baby-sits +babysitter -> babysitter babysitters +baby-sitter -> baby-sitter baby-sitters +babysit -> babysit babysitting babysits +bacardi -> bacardi bacardis +baccalaureate -> baccalaureate baccalaureates +bacchanalian -> bacchanalian bacchanalians +bacchanal -> bacchanal bacchanals +bacchante -> bacchante bacchantes +bachelor -> bachelor bachelors +backbeat -> backbeats backbeat +back-bench -> back-benches back-bench +back-bencher -> back-benchers back-bencher +backbencher -> backbencher backbenchers +backbench -> backbench backbenches +backbone -> backbone backbones +backburner -> backburner backburnered +backcloth -> backcloth backcloths +backcomb -> backcombed backcombing +backcross -> backcrossing backcross backcrosses +backdate -> backdate backdated backdating +backdrop -> backdrop backdrops backdropped +back-drop -> back-drop back-drops +back -> back backed backing backs +backer -> backers backer +backfil -> backfilled backfilling +back-fire -> back-fired back-fire +backfire -> backfire backfired backfires backfiring +back-fist -> back-fist back-fists +backflip -> backflips backflip +backgarden -> backgardens backgarden +back-garden -> back-garden back-gardens +back-ground -> back-grounds back-ground +background -> background backgrounds backgrounded backgrounding +backhand -> backhand backhander backhanded backhands backhanding +back-hander -> back-handers back-hander +backheel -> backheel backheels +backhouse -> backhouse backhouses +backland -> backlands backland +backlash -> backlash backlashes +backlight -> backlighting backlight backlighted +backlog -> backlog backlogs backlogged +backmarker -> backmarkers backmarker +back-marker -> back-markers back-marker +backnut -> backnuts backnut +back-office -> back-office back-offices +backpacker -> backpackers backpacker +back-packer -> back-packers back-packer +backpack -> backpacks backpacking backpack +back-pack -> back-pack back-packs +backpass -> backpass backpasses +back-pass -> back-pass back-passes +backpedal -> backpedalling backpedal backpedalled +back-pedal -> back-pedal back-pedals +backplane -> backplanes backplane +back-plate -> back-plates back-plate +back-projection -> back-projections back-projection +back-reference -> back-reference back-references +back-rest -> back-rest back-rests +backroad -> backroads backroad +back-road -> back-road back-roads +backroom -> backroom backrooms +back-room -> back-room back-rooms +backround -> backround backrounds +back-rower -> back-rowers back-rower +backscatter -> backscatter backscattering backscattered +backside -> backside backsides +backslap -> backslapping backslap backslaps +backslide -> backsliding backslide +backslider -> backsliders backslider +backstitch -> backstitch backstitching backstitched +backstreet -> backstreet backstreets +back-street -> back-street back-streets +back-to-back -> back-to-back back-to-backs +backtrack -> backtrack backtracked backtracking backtracks +back-track -> back-track back-tracks back-tracked +back-translation -> back-translation back-translations +backup -> backup backups +back-up -> back-up back-ups +backview -> backview backviews +backwash -> backwash backwashed backwashing +backwater -> backwaters backwater +back-way -> back-ways back-way +backwoodsman -> backwoodsmen backwoodsman +backyard -> backyard backyards +back-yard -> back-yard back-yards +bacon -> bacon bacons +bac -> bac bacs +bactericide -> bactericide bactericides +bacteriologist -> bacteriologists bacteriologist +bacteriophage -> bacteriophages bacteriophage +bacterium -> bacteria bacterium +bad-boy -> bad-boy bad-boys +bad-debt -> bad-debt bad-debts +baddy -> baddies baddy +badge -> badges badge badged badging +badger -> badgers badgered badger badgering +badman -> badman badmen +bady -> badies bady +baedeker -> baedeker baedekers +baffle -> baffled baffle baffling baffles +baf -> baf bafs +bag -> bagging bag bags bagged +bagatelle -> bagatelle bagatelles +bagel -> bagels bagel +bagful -> bagful bagfuls +baggage -> baggage baggages +bagger -> baggers bagger +baggy -> baggy baggies baggier +baglady -> baglady bagladies +bagman -> bagman bagmen +bagot -> bagot bagots +bagpipe -> bagpipe bagpipes +bagrid -> bagrid bagrids +bagsnatcher -> bagsnatchers bagsnatcher +baguette -> baguette baguettes +baguio -> baguios baguio +bagwash -> bagwash bagwashes +bahamian -> bahamian bahamians +baigneuse -> baigneuse baigneuses +baika -> baikas baika +bailee -> bailee bailees +bailey -> bailey baileys +baily -> baily bailies +bailiff -> bailiff bailiffs +bail -> bail bailing bailed bails +bailiwick -> bailiwick bailiwicks +bailli -> baillis bailli +bailly -> baillies bailly +bailment -> bailment bailments +bainbridge -> bainbridge bainbridges +bain -> bain bains +baird -> baird bairds +bairn -> bairns bairn +baitbox -> baitboxes baitbox +bait-box -> bait-boxes bait-box +baiter -> baiters baiter +bait -> bait baits baiting baited +baka -> baka bakas +bake -> bake baked baking bakes +bakery -> bakery bakeries +baker -> baker bakers +balaclava -> balaclavas balaclava +balan -> balans balan +balance -> balance balanced balancing balances +balance-of-payment -> balance-of-payments balance-of-payment +balancer -> balancer balancers +balance-sheet -> balance-sheet balance-sheets +bala -> bala balas +balcarre -> balcarre balcarres +balcony -> balcony balconies balconied +bald -> bald balder baldest balding balded +baldric -> baldrics baldric +baldy -> baldies baldy +balearic -> balearic balearics +baler -> baler balers +bale -> bale bales baling baled +balk -> balked balk balking balks +ballad -> ballads ballad +balladeer -> balladeer balladeers balladeering +ballade -> ballade ballades +ballad-opera -> ballad-opera ballad-operas +ballad-writer -> ballad-writer ballad-writers +ballard -> ballard ballards +ballast -> ballast ballasted ballasts ballasting +ballbarrow -> ballbarrows ballbarrow +ball-bearing -> ball-bearings ball-bearing +ball-boy -> ball-boy ball-boys +ballcock -> ballcock ballcocks +ball-dress -> ball-dresses ball-dress +ball-end -> ball-ends ball-end +ballerina -> ballerina ballerinas +balletmaster -> balletmasters balletmaster +ballet-pantomime -> ballet-pantomime ballet-pantomimes +ballet -> ballet ballets +ball-game -> ball-games ball-game +ballgown -> ballgown ballgowns +ballista -> ballistas ballista +ballistic -> ballistic ballistics +balloon -> balloons balloon ballooned ballooning +balloonist -> balloonist balloonists +ballote -> balloted balloting +ballot -> ballot ballots ballotted +ballpoint -> ballpoint ballpoints +ballroom -> ballroom ballrooms +ball -> ball balls balled balling +balls-up -> balls-up balls-ups +ballvalve -> ballvalve ballvalves +ball-valve -> ball-valve ball-valves +ball-winner -> ball-winner ball-winners +balmy -> balmy balmiest balmier +balm -> balm balms balmed +bal -> bal bals +balsam -> balsam balsams +balsa -> balsa balsas +balt -> balts balt +baluster -> balusters baluster +balustrade -> balustrades balustrade balustraded balustrading +bambino -> bambino bambinos +bamboo -> bamboos bamboo +bamboozle -> bamboozled bamboozle bamboozling bamboozles +bana -> banas bana +banality -> banalities banality +banalize -> banalized banalize +banana -> banana bananas +banana-skin -> banana-skins banana-skin +banca -> banca bancas +bandage -> bandage bandages bandaging bandaged +band-aid -> band-aids band-aid +bandana -> bandana bandanas +bandanna -> bandannas bandanna +banda -> banda bandas +bandbox -> bandbox bandboxes +band -> band banded bands banding +bandera -> bandera banderas +bandicoot -> bandicoot bandicoots +bandit -> bandits bandit +bandleader -> bandleader bandleaders +bandoleer -> bandoleer bandoleers +bandolier -> bandolier bandoliers +bandsaw -> bandsaws bandsaw +band-saw -> band-saws band-saw +bandsman -> bandsman bandsmen +bandstand -> bandstands bandstand +bandwagon -> bandwagon bandwagons bandwagonning +bandwidth -> bandwidth bandwidths +bandy -> bandied bandy bandying +bane -> bane banes +banger -> bangers banger +bang -> bangs banging banged bang +bangle -> bangles bangle +banish -> banished banish banishing banishes +banister -> banister banisters +banjo -> banjo banjos +bank-clerk -> bank-clerk bank-clerks +banker -> banker bankers +bankfield -> bankfield bankfields +banknote -> banknotes banknote +bankrol -> bankrolling bankrolled +bankroll -> bankroll bankrolls +bankrupt -> bankrupted bankrupt bankrupts bankrupting +bankruptcy -> bankruptcy bankruptcies +bank -> bank banks banked banking +bankside -> bankside banksides +bank-stick -> bank-sticks bank-stick +banlieue -> banlieues banlieue +banner -> banners banner bannered +banner-bearer -> banner-bearer banner-bearers +banneret -> bannerets banneret +ban -> ban banning banned bans +bannister -> bannister bannisters +bannock -> bannock bannocks +banquet -> banquet banquets banquetting +banquette -> banquettes banquette +banshee -> banshees banshee +bantam -> bantam bantams +banter -> banter bantering bantered +banty -> banty banties +bantustan -> bantustan bantustans +banyan -> banyan banyans +baobab -> baobab baobabs +bap -> bap baps +baptise -> baptise baptising baptised baptises +baptism -> baptism baptisms +baptistery -> baptistery baptisteries +baptist -> baptist baptists +baptize -> baptized baptize baptizing baptizes +bar -> bars bar barring barred +barathea -> barathea baratheas +barb -> barbs barb +barbadian -> barbadian barbadians +barbarian -> barbarian barbarians +barbarism -> barbarism barbarisms +barbarity -> barbarity barbarities +barbauld -> barbauld barbaulds +barbecue -> barbecue barbecues barbecuing barbecued +barbell -> barbells barbell +barbel -> barbel barbels barbelling +barbeque -> barbeque barbeques +barber -> barber barbers barbered barbering +barber-surgeon -> barber-surgeon barber-surgeons +barbet -> barbet barbets +barbican -> barbican barbicans +barbiturate -> barbiturates barbiturate +barby -> barbies barby +barcelo -> barcelos barcelo +barchan -> barchan barchans +barcode -> barcode barcoded barcoding barcodes +bar-code -> bar-code bar-codes +bard -> bard bards barding barded +bareboat -> bareboat bareboating +bare-bone -> bare-bones bare-bone +bare-knuckle -> bare-knuckle bare-knuckles +bareleg -> barelegged barelegs +barf -> barf barfing +barfly -> barfly barflies barflying +barga -> bargas barga +bargain -> bargain bargained bargains bargaining +bargainer -> bargainers bargainer +bargain-hunter -> bargain-hunters bargain-hunter +bargeboard -> bargeboards bargeboarded +barge -> barging barged barge barges +bargee -> bargee bargees +bargeman -> bargemen bargeman +bar-girl -> bar-girl bar-girls +bare -> bare baring bares bared barest barer +baritone -> baritone baritones +barker -> barker barkers +barke -> barke barkes +bark -> bark barking barked barks +barley -> barley barleys +bar-line -> bar-lines bar-line +barmaid -> barmaid barmaids barmaiding +barman -> barmen barman +barmy -> barmy barmier +barmitzvah -> barmitzvah barmitzvahs +barmkin -> barmkin barmkins +barnabite -> barnabites barnabite +barnacle -> barnacle barnacles barnacled +barn-door -> barn-door barn-doors +barn-owl -> barn-owl barn-owls +barn -> barn barns +barnstormer -> barnstormers barnstormer +barny -> barnies barny barnier +barograph -> barograph barographs +barometer -> barometer barometers +barone -> barones barone +baronetcy -> baronetcies baronetcy +baronet -> baronet baronets +baron -> baron barons baron's +barony -> baronies barony +barque -> barque barques +barrack -> barrack barracked barracking +barracuda -> barracuda barracudas +barrage-balloon -> barrage-balloon barrage-balloons +barrage -> barrage barrages barraged +barrass -> barrassing barrass +barrelful -> barrelful barrelfuls +barrel -> barrel barrelling barrels barrelled +barrel-organ -> barrel-organs barrel-organ +barren -> barren barrens +barre -> barre barres +barricade -> barricaded barricade barricades barricading +barrier -> barrier barriers barriered +barrique -> barriques barrique +barrister -> barristers barrister +barro -> barros barro +barrow-boy -> barrow-boy barrow-boys +barrowland -> barrowlands barrowland +barrowload -> barrowloads barrowload +barrow -> barrow barrows barrowed barrowing +barrow-wight -> barrow-wight barrow-wights +bartel -> bartel bartels +bar-tender -> bar-tenders bar-tender +bartender -> bartender bartenders +barter -> barter bartered bartering barters +bartle -> bartle bartling +bartram-hynde -> bartram-hynde bartram-hyndes +baryon -> baryon baryons +baryte -> baryte barytes +basalt -> basalt basalts +basanite -> basanite basanites +bascule -> bascules bascule +base -> based base basing baser bases basest +baseboard -> baseboard baseboards +base-board -> base-board base-boards +basecamp -> basecamp basecamps +baseliner -> baseliner baseliners +baseline -> baseline baselines baselining +basement -> basement basements +basepair -> basepair basepairs +base-pair -> base-pair base-pairs +baseplate -> baseplate baseplates +basford -> basford basfords +bash -> bashing bash bashed bashes +basher -> basher bashers +bashkir -> bashkirs bashkir +basic -> basic basics +basilica -> basilica basilicas +basilisk -> basilisks basilisk +basil -> basil basils +basin -> basin basins +bask -> bask basked basking basks +basketball -> basketball basketballs +basket-case -> basket-cases basket-case +basket -> basket baskets +basket-weaver -> basket-weavers basket-weaver +bason -> basons bason +basophil -> basophils basophil +basque -> basque basques +bas-relief -> bas-relief bas-reliefs +bass-baritone -> bass-baritones bass-baritone +bass -> bass basses +basset-horn -> basset-horn basset-horns +basset -> basset bassets +bassy -> bassy bassier +bassinet -> bassinet bassinets +bassist -> bassist bassists +basslet -> basslets basslet +bass-line -> bass-lines bass-line +bassline -> bassline basslines +bassoonist -> bassoonist bassoonists +bassoon -> bassoon bassoons +bastardise -> bastardise bastardising +bastardize -> bastardized bastardizing bastardize +bastard -> bastard bastards +baste -> bastes baste basting basted +baster -> baster basters +bastide -> bastides bastide +bastille -> bastille bastilles +bastion -> bastion bastions +batallion -> batallion batallions +batarde -> batarde batardes +batchelor -> batchelor batchelors +batch -> batch batches batching batched +bateman -> bateman batemen +bateson -> bateson batesons +batham -> bathams batham +bathan -> bathan bathans +bath-chair -> bath-chair bath-chairs +bathe -> bathes bathed bathe +bather -> bathers bather +bathhouse -> bathhouse bathhouses +bath-house -> bath-house bath-houses +bathing-suit -> bathing-suits bathing-suit +bath-night -> bath-nights bath-night +batho -> bathos batho +batholith -> batholiths batholith +bathrobe -> bathrobe bathrobes +bath-room -> bath-rooms bath-room +bathroom -> bathroom bathrooms bathroomed +bath -> bath baths +bath-suite -> bath-suite bath-suites +bathtowel -> bathtowel bathtowels +bathtub -> bathtub bathtubs +bath-tub -> bath-tub bath-tubs +bathurst -> bathurst bathursts +batik -> batik batiks +bate -> bate bating +batman -> batman batmen +baton -> baton batons batoned batoning +bat -> bat bats batted batting +batsman -> batsman batsmen +battalion -> battalion battalions +battallion -> battallions battallion +battell -> battells battell +batten -> batten battens battening battened +batterer -> batterers batterer +batter -> batter battering batters +battering-ram -> battering-ram battering-rams +battery -> batteries battery +batteur -> batteurs batteur +batty -> batty battier +battle -> battles battle battling battled +battlecruiser -> battlecruiser battlecruisers +battle-cruiser -> battle-cruiser battle-cruisers +battle-cry -> battle-cries battle-cry +battledore -> battledores battledore +battlefield -> battlefield battlefields +battleground -> battleground battlegrounds +battle-ground -> battle-ground battle-grounds +battlegroup -> battlegroup battlegroups +battleline -> battlelines battleline +battle-line -> battle-lines battle-line +battlement -> battlements battlement battlemented +battle-plan -> battle-plans battle-plan +battler -> battler battlers +battleship -> battleship battleships +batt -> batt battting batts +bat-wing -> bat-wing bat-wings +bau -> baus bau +bauble -> baubles bauble baubled +baulk -> baulk baulked baulks baulking +baur -> baurs baur +bauthumley -> bauthumley bauthumleys +bavarian -> bavarian bavarians +bavent -> bavent bavents +bavin -> bavin bavins +bawdy -> bawdy bawdiest +bawd -> bawd bawds +bawl -> bawl bawling bawled bawls +bayonete -> bayoneted bayoneting +bayonet -> bayonet bayonets bayonetted +bay -> bay bays baies baying bayed +bay-window -> bay-windows bay-window +bazaar -> bazaar bazaars +bazooka -> bazooka bazookas +b-boy -> b-boys b-boy +bcar -> bcars bcar +b-cell -> b-cell b-cells +bdtc -> bdtcs bdtc +be -> is be are was 's am were being been 're 'm bes +beachball -> beachballs beachball +beachcomber -> beachcomber beachcombers +beach-comber -> beach-comber beach-combers +beach -> beach beaches beached beaching +beachhead -> beachhead beachheads +beach-head -> beach-head beach-heads +beach-hut -> beach-hut beach-huts +beacon -> beacon beacons beaconing +bead -> beads beaded bead beading +beadle -> beadle beadles +beagle -> beagles beagle beagling +beak -> beaks beak beaked beaking +beaker -> beaker beakers +beakful -> beakful beakfuls +beale -> beale beales +beam -> beams beam beamed beaming +beam-end -> beam-end beam-ends +beamer -> beamer beamers +beamy -> beamy beamier +beamish -> beamish beamishest beamishes +beam-line -> beam-lines beam-line +beanbag -> beanbag beanbags +bean-bag -> bean-bag bean-bags +bean-counter -> bean-counters bean-counter +beano -> beano beanos +beanpole -> beanpole beanpoles +bean-row -> bean-row bean-rows +bean -> bean beans +beanstalk -> beanstalk beanstalks +bearcat -> bearcat bearcats +beard -> beards beard bearding +beardy -> beardy beardies +beard-shaving -> beard-shavings beard-shaving +bearer -> bearers bearer +beargarden -> beargardens beargarden +bearpit -> bearpit bearpits +bearskin -> bearskin bearskins +beastling -> beastlings beastling +beast -> beast beasts +beat-'em-up -> beat-'em-ups beat-'em-up +beat -> beat beaten beats beating +beater -> beaters beater +bethe -> bethe beathing +beatification -> beatifications beatification +beatify -> beatified beatify +beatitude -> beatitudes beatitude +beatmaster -> beatmasters beatmaster +beatnik -> beatniks beatnik +beauchamp -> beauchamp beauchamps +beaufighter -> beaufighter beaufighters +beau -> beau beaus +beautician -> beautician beauticians +beauty -> beauty beauties +beautify -> beautifying beautify beautified +beaut -> beaut beauts +beaverbrook -> beaverbrook beaverbrooks +beaver -> beaver beavers beavered beavering +beb -> beb bebs +becak -> becaks becak +become -> becoming became become becomes becomeing +because -> because becauses +becket -> becket beckets +beckon -> beckoned beckoning beckons beckon +beck -> beck becks +becloud -> beclouded becloud beclouds +beco -> beco becos +becquerel -> becquerels becquerel +bed -> beds bed bedded bedding +bed-and-breakfast -> bed-and-breakfast bed-and-breakfasts +bedazzle -> bedazzled bedazzle +bed-blocker -> bed-blockers bed-blocker +bedbug -> bedbugs bedbug +bedchamber -> bedchamber bedchambers +bed-chamber -> bed-chamber bed-chambers +bedcover -> bedcover bedcovers +bedder -> bedder bedders +beddow -> beddows beddow +bedeck -> bedecked bedeck bedecking +bedevil -> bedevilled bedevil bedevils bedevilling +bedfellow -> bedfellows bedfellow +bed-fellow -> bed-fellow bed-fellows +bedhead -> bedhead bedheads +bed-head -> bed-head bed-heads +bedlinen -> bedlinen bedlinens +bed-mate -> bed-mate bed-mates +bedouin -> bedouin bedouins +bedpan -> bedpan bedpans +bed-pan -> bed-pan bed-pans +bed-post -> bed-posts bed-post +bedpost -> bedpost bedposts +bedrail -> bedrails bedrail +bedrock -> bedrock bedrocked bedrocks +bedroll -> bedrolls bedroll +bed-roll -> bed-rolls bed-roll +bedroom -> bedroom bedrooms +bedser -> bedser bedsers +bedsheet -> bedsheets bedsheet +bed-sheet -> bed-sheets bed-sheet +bedside -> bedside bedsides +bedsit -> bedsit bedsits bedsitting +bed-sit -> bed-sit bed-sits +bed-sitter -> bed-sitters bed-sitter +bedsitter -> bedsitter bedsitters +bed-sitting-room -> bed-sitting-room bed-sitting-rooms +bedsore -> bedsores bedsore +bed-space -> bed-space bed-spaces +bedspread -> bedspread bedspreads +bed-spring -> bed-spring bed-springs +bedstead -> bedstead bedsteads +bed-table -> bed-tables bed-table +bedtime -> bedtime bedtimes +bedwet -> bedwetting bedwet +bedwetter -> bedwetters bedwetter +bee -> bees bee beeing +beecher -> beecher beechers +beech -> beech beeches +beechwood -> beechwoods beechwood +bee-eater -> bee-eaters bee-eater +beefburger -> beefburger beefburgers +beefeater -> beefeater beefeaters +beef -> beef beefed beefing beefs +beefy -> beefy beefier +beefsteak -> beefsteak beefsteaks +beehive -> beehive beehives +bee-hive -> bee-hive bee-hives +bee-keeper -> bee-keepers bee-keeper +beekeeper -> beekeeper beekeepers +beel -> beel beels +beelzebub -> beelzebub beelzebubs +beep -> beeps beep beeping beeped +beer-can -> beer-cans beer-can +beercan -> beercan beercans +beer-crate -> beer-crates beer-crate +beer-drinker -> beer-drinkers beer-drinker +beerhouse -> beerhouses beerhouse +beer-house -> beer-house beer-houses +beermat -> beermat beermats +beer -> beer beers +beer-shop -> beer-shops beer-shop +beery -> beerier beery +bee-sting -> bee-sting bee-stings +beetle -> beetle beetles beetled beetling +beetroot -> beetroot beetroots +beet -> beet beets beeting +befall -> befallen befall befell befalls +befit -> befits befitting befitted befit +befoul -> befoul befouled +befriend -> befriend befriended befriends befriending +befriender -> befrienders befriender +beg -> begging beg begs begged +begetter -> begetter begetters +beget -> beget begetting begets +beggar -> beggars beggar +begining -> begining beginings +beginner -> beginners beginner +begin -> begin beginning began begun begins beginned +begonia -> begonias begonia +begorrah -> begorrah begorrahs +begrudge -> begrudging begrudge begrudged begrudges +beguile -> beguile beguiled +beguilement -> beguilement beguilements +beguine -> beguines beguine +behalf -> behalf behalfs +behave -> behave behaving behaves behaved +behavior -> behavior behaviors +behaviouralist -> behaviouralists behaviouralist +behaviourist -> behaviourist behaviourists +behaviour-pattern -> behaviour-pattern behaviour-patterns +behaviour -> behaviour behaviours +behbehanian -> behbehanian behbehanians +behead -> behead beheaded beheading +behemoth -> behemoth behemoths +behest -> behest behests +behind -> behind behinds +beholder -> beholder beholders +behold -> behold beholding beholds +behove -> behoves behoved behove +behring -> behring behringer +beige -> beige beiges +bekko -> bekkos bekko +belabour -> belabouring belaboured belabour +belay -> belay belaying belays belayed belaid +belch -> belching belch belched belches +beleive -> beleive beleives beleived +belemnite -> belemnites belemnite +belemnoid -> belemnoids belemnoid +belfastman -> belfastmen belfastman +belfry -> belfry belfries +belgian -> belgian belgians +belie -> belies belie +belief -> beliefs belief +belief-system -> belief-system belief-systems +believe -> believed believe believes believing +believer -> believers believer +belittle -> belittles belittled belittle belittling +bellair -> bellairs bellair +bellbird -> bellbird bellbirds +bellbottom -> bellbottoms bellbottom +bell-bottom -> bell-bottoms bell-bottom +bellend -> bellends bellend +bellerby -> bellerbys bellerby +belle -> belle belles +bellflower -> bellflowers bellflower +bellhop -> bellhop bellhops +belly -> belly bellies bellied bellying bellys +belligerent -> belligerent belligerents +bell-jar -> bell-jar bell-jars +bell-note -> bell-note bell-notes +bellow -> bellow bellowing bellowed bellows +bell-pull -> bell-pull bell-pulls +bellpush -> bellpush bellpushes +bell-push -> bell-push bell-pushes +bellringer -> bellringers bellringer +bell-ringer -> bell-ringers bell-ringer +bellrope -> bellrope bellropes +bell -> bell bells belling belled +bell-sound -> bell-sound bell-sounds +bell-tower -> bell-tower bell-towers +bell-wall -> bell-walls bell-wall +bell-wether -> bell-wether bell-wethers +bellyach -> bellyaching bellyaches +belly-aching -> belly-aching belly-achings +belly-button -> belly-button belly-buttons +belly-dancer -> belly-dancers belly-dancer +bellyful -> bellyful bellyfuls +belly-land -> belly-land belly-landed +belly-laugh -> belly-laughs belly-laugh +belong -> belong belonging belonged belongs +belorussian -> belorussian belorussians +beloved -> beloved beloveds +below -> below belows +bel -> bel bels +belt -> belted belt belts belting +beltane -> beltane beltanes +belter -> belter belters +beluga -> beluga belugas +belvedere -> belvedere belvederes +bely -> belied belying bely +bemoan -> bemoaning bemoaned bemoan bemoans +bem -> bem bems +bemuse -> bemusing bemuse +bench-altar -> bench-altars bench-altar +bencher -> benchers bencher +bench -> bench benches benched benching +benchmark -> benchmark benchmarks benchmarking benchmarked +bench-mark -> bench-mark bench-marks +bench-seat -> bench-seats bench-seat +bend -> bending bend bends bent bended +bender -> bender benders +bendy -> bendy bendiest +benedictine -> benedictine benedictines +benediction -> benediction benedictions +benefaction -> benefactions benefaction +benefactor -> benefactors benefactor +benefice-holder -> benefice-holders benefice-holder +benefice -> benefice benefices beneficed +beneficiary -> beneficiaries beneficiary +benefit -> benefit benefits benefiting benefited benefitting benefitted +benetton -> benetton benettons +benevolence -> benevolence benevolences +benfit -> benfits benfit +benian -> benian benians +benifit -> benifit benifits +benison -> benison benisons +benjy -> benjy benjies +bennettite -> bennettites bennettite +benny -> benny bennies +bennite -> bennites bennite +bensonian -> bensonian bensonians +benthamite -> benthamite benthamites +bento -> bentos bento +bentonite -> bentonite bentonites +benumb -> benumbed benumbing +benzimidazole -> benzimidazoles benzimidazole +benzodiazepine -> benzodiazepines benzodiazepine +bequeath -> bequeathed bequeath bequeaths +bequeather -> bequeather bequeathers +bequest -> bequest bequests bequested +berate -> berated berating berates berate +berber -> berber berbers +bereave -> bereaves bereave +bereavement -> bereavement bereavements +berenice -> berenices berenice +bere -> bere beres +beret -> beret berets +bergenia -> bergenias bergenia +bergen -> bergen bergens +berg -> berg bergs +bergschrund -> bergschrunds bergschrund +berliner -> berliner berliners +berman -> berman bermans +berm -> berm berms +bermuda -> bermuda bermudas +bermudian -> bermudians bermudian +berne -> berne bernest +bernhard -> bernhard bernhards +bernician -> bernicians bernician +bernstein -> bernstein bernsteins +berry -> berry berries berried +ber -> ber bers +berserker -> berserker berserkers +berth -> berth berths berthed berthing +berwick -> berwick berwicks +beseech -> beseech beseeching beseeched besought beseeches +beset -> beset besets besetting +besiege -> besiege besieged besieging besieges +besieger -> besiegers besieger +besmirch -> besmirch besmirching besmirched besmirches +besom -> besoms besom +bespatter -> bespattered bespattering bespatter +bespeak -> bespeaks bespeak bespeaking +besport -> besport besported +besson -> besson bessons +good -> good best better +bestiary -> bestiary bestiaries +bestir -> bestir bestirring bestirred +best-match -> best-match best-matches +bestow -> bestows bestowed bestow bestowing +best-practice -> best-practices best-practice +bestride -> bestrides bestriding bestride +bestseller -> bestsellers bestseller +best-seller -> best-seller best-sellers +betablocker -> betablockers betablocker +beta-blocker -> beta-blocker beta-blockers +betake -> betake betaken +betalite -> betalites betalite +beta -> beta betas +betcherrygah -> betcherrygah betcherrygahs +betel -> betel betels +bethell -> bethell bethells +betide -> betide betides +betoken -> betokening betokens betoken betokened +betrayal -> betrayal betrayals +betray -> betrays betrayed betraying betray +betrayer -> betrayer betrayers +betroth -> betrothed betroth +betrothal -> betrothal betrothals +well -> well better wells welling welled weller +betty -> betty betties +bet -> bet betting bets +betting-shop -> betting-shop betting-shops +betting-slip -> betting-slip betting-slips +between-meal -> between-meal between-meals +between -> between betweens +bevanite -> bevanite bevanites +bevel -> bevel bevels bevelled bevelling +beverage -> beverages beverage +bevy -> bevy bevies +bevin -> bevin bevins +bevvy -> bevvy bevvies +bewail -> bewailed bewailing bewail bewails +bewilderment -> bewilderment bewilderments +bewilder -> bewilder bewilders +bewitch -> bewitched bewitching bewitch bewitches +bewitchment -> bewitchment bewitchments +bew -> bew bews +bey -> bey beys +bezel -> bezel bezels +b-film -> b-film b-films +bfpo -> bfpos bfpo +biafran -> biafrans biafran +bianco -> bianco biancos +bias -> bias biased biassed +biase -> biasing biases +biathlon -> biathlons biathlon +bibelot -> bibelots bibelot +bibio -> bibio bibios +bible -> bible bibles +bibliographer -> bibliographer bibliographers +bibliography -> bibliographies bibliography +bibliometric -> bibliometric bibliometrics +bibliophile -> bibliophile bibliophiles +bib -> bib bibs bibbed +bicarbonate -> bicarbonate bicarbonates +biccy -> biccies biccy +bicentenary -> bicentenary bicentenaries +bicep -> biceps bicep +bick -> bicks bick +bicker -> bickering bicker bickers bickered +bicolour -> bicolour bicoloured +bicycle -> bicycle bicycles bicycling bicycled +bicyclist -> bicyclists bicyclist +bid -> bidding bid bids bade bidden bidded +bidder -> bidders bidder +biddy -> biddies biddy +biden -> bidens biden +bidet -> bidet bidets +bidi -> bidis bidi +bide -> bides biding bide bided +bid-list -> bid-lists bid-list +biennial -> biennial biennials +bien -> bien biens +bif -> bifs bif +bife -> bifes bife +biff -> biff biffing biffed biffs +biffo -> biffo biffos +bifocal -> bifocals bifocal +bi-focal -> bi-focals bi-focal +bifurcate -> bifurcated bifurcates bifurcate +bifurcation -> bifurcation bifurcations +big -> biggest big bigger +big-buck -> big-buck big-bucks +big-endian -> big-endian big-endians +biggy -> biggy biggies +bighead -> bighead bigheaded +big-head -> big-head big-heads +bight -> bight bights +bigland -> bigland biglands +bigot -> bigots bigot +bigotry -> bigotry bigotries +bigram -> bigrams bigram +bi-gram -> bi-grams bi-gram +bigshot -> bigshot bigshots +big-shot -> big-shot big-shots +bigwig -> bigwig bigwigs +big-wig -> big-wig big-wigs +biker -> biker bikers +bike -> bike bikes biking biked +bikethon -> bikethons bikethon +bikini -> bikini bikinis +bikini-top -> bikini-tops bikini-top +bilateral -> bilaterals bilateral +bilayer -> bilayer bilayers +bilberry -> bilberries bilberrying bilberry +bildungsroman -> bildungsromans bildungsroman +bile -> bile biles +bilge -> bilge bilges +bilingual -> bilingual bilinguals +bilk -> bilk bilking bilked +billabong -> billabong billabongs +billboard -> billboard billboards +bill-board -> bill-board bill-boards +billet -> billets billet billetted +billetee -> billetees billetee +billetor -> billetor billetors +billhook -> billhooks billhook +billiard -> billiards billiard +billiard-ball -> billiard-ball billiard-balls +billiard-table -> billiard-tables billiard-table +billy -> billy billies +billington -> billington billingtons +billionaire -> billionaire billionaires +billionth -> billionth billionths +bill-of-material -> bill-of-material bill-of-materials +billow -> billowed billowing billows billow +bill -> bill bills billed billing +billy-button -> billy-buttons billy-button +billycan -> billycan billycans +billy-goat -> billy-goats billy-goat +bimbette -> bimbette bimbettes +bimbo -> bimbo bimbos +binary -> binaries binary +bin-bag -> bin-bags bin-bag +binbag -> binbag binbags +bind -> bound bind binds binding +binder -> binders binder +bindweed -> bindweed bindweeds +bine -> bine bines +b -> b bing +binge -> binges binge bingeing binged +bin-liner -> bin-liner bin-liners +binman -> binman binmen +binoculars -> binoculars binocular +binomial -> binomial binomials +bin -> bin bins binned binning +bint -> bints bint +bioassay -> bioassay bioassays +bioceramic -> bioceramics bioceramic +biochemical -> biochemical biochemicals +bio-chemical -> bio-chemical bio-chemicals +bio-chemist -> bio-chemists bio-chemist +biochemistry -> biochemistry biochemistries +biochemist -> biochemist biochemists +biocide -> biocide biocides +bio-day -> bio-day bio-days +biodegrade -> biodegrade biodegrading +bioelectromagnetic -> bioelectromagnetic bioelectromagnetics +bioenergetic -> bioenergetics bioenergetic +bioengineer -> bioengineered bioengineering +bio-filter -> bio-filter bio-filters +biofluorescent -> biofluorescents biofluorescent +biofoam -> biofoam biofoams +biofuel -> biofuel biofuels +biog -> biogs biog +biogeographer -> biogeographer biogeographers +biogram -> biograms biogram +biographee -> biographee biographees +biographer -> biographers biographer +biography -> biography biographies +bio-hazard -> bio-hazard bio-hazards +bioherm -> bioherm bioherms +bio-implant -> bio-implants bio-implant +biolayer -> biolayer biolayers +biolistic -> biolistic biolistics +biological -> biological biologicals +biologic -> biologic biologics +biologist -> biologists biologist +biomarker -> biomarker biomarkers +biomaterial -> biomaterials biomaterial +biome -> biomes biome +biometric -> biometric biometrics +biomorph -> biomorphs biomorph +bion -> bions bion +biopic -> biopic biopics +bio-pic -> bio-pic bio-pics +bioprocess -> bioprocessing bioprocess +biopsy -> biopsy biopsies biopsied biopsying +bioreactor -> bioreactor bioreactors +biorhythm -> biorhythms biorhythm +bio -> bio bios +bioscience -> bioscience biosciences +biosensor -> biosensors biosensor +biota -> biota biotas +biotechnology -> biotechnology biotechnologies +bio-technology -> bio-technologies bio-technology +biotope -> biotopes biotope +biotransformation -> biotransformations biotransformation +biotype -> biotypes biotype +bipedal -> bipedal bipedals +biped -> biped bipeds +biplane -> biplane biplanes +bi-plane -> bi-plane bi-planes +bipolar -> bipolar bipolars +bip -> bip bipped +birch -> birches birch birching birched +bircher -> birchers bircher +birchir -> birchir birchirs +birchwood -> birchwood birchwoods +bird -> birds bird birding birded +birdbath -> birdbath birdbaths +birdcage -> birdcage birdcages +bird-catcher -> bird-catchers bird-catcher +birder -> birder birders +birdfood -> birdfoods birdfood +birdy -> birdies birdied birdy +birdman -> birdman birdmen +birdsong -> birdsong birdsongs +bird-song -> bird-song bird-songs +birdstrike -> birdstrikes birdstrike +birdtable -> birdtable birdtables +bird-table -> bird-table bird-tables +birdwatch -> birdwatching birdwatch +birdwatcher -> birdwatchers birdwatcher +bird-watcher -> bird-watcher bird-watchers +birk -> birk birks +biro -> biro biros +bir -> bir birs +birthdate -> birthdates birthdate +birthday -> birthday birthdays +birthmark -> birthmark birthmarks +birth-mark -> birth-mark birth-marks +birthplace -> birthplace birthplaces +birth-place -> birth-place birth-places +birthrate -> birthrate birthrates +birth-rate -> birth-rate birth-rates +birthright -> birthright birthrights +birth-right -> birth-right birth-rights +birth -> birth births birthing birthed +birthstone -> birthstone birthstones +biscuit -> biscuits biscuit +biscuit-tin -> biscuit-tins biscuit-tin +bisect -> bisecting bisects bisected bisect +bisexual -> bisexual bisexuals +bisguanide -> bisguanides bisguanide +bishop -> bishops bishop +bishopric -> bishoprics bishopric +bison -> bison bisons +bisonte -> bisontes bisonte +bisphosphonate -> bisphosphonates bisphosphonate +bisque -> bisque bisques +bistable -> bistables bistable +bistro -> bistro bistros +bita -> bitas bita +bitch -> bitch bitches bitching bitched +bitchy -> bitchy bitchiest +bite-mark -> bite-marks bite-mark +biter -> biter biters +bit-image -> bit-image bit-images +bite -> bites biting bite +bitmap -> bitmap bitmaps bitmapped +bit-map -> bit-map bit-maps +bit-part -> bit-part bit-parts +bit-plane -> bit-plane bit-planes +bit-player -> bit-player bit-players +bit -> bit bits bitted bitting +bittere -> bitterest bitterer +bitterness -> bitterness bitternesses +bittern -> bittern bitterns +bitterroot -> bitterroots bitterroot +bitter -> bitter bitters bittering bittered +bitty -> bitty bittier +bitumen -> bitumen bitumens +bivalent -> bivalent bivalents +bivalve -> bivalve bivalves bivalved +bivouack -> bivouacking bivouacked +bivouac -> bivouac bivouacs +bivvy -> bivvy bivvying +bizjet -> bizjets bizjet +bizzy -> bizzies bizzy +blab -> blabbed blab blabbing +black-and-white -> black-and-white black-and-whites +black-back -> black-backs black-back +blackberry -> blackberries blackberry blackberrying +blackbird -> blackbirds blackbird +blackboard -> blackboard blackboards +blackcap -> blackcaps blackcap +blackcock -> blackcocks blackcock +blackcurrant -> blackcurrant blackcurrants +blacken -> blackening blacken blackens +blackfly -> blackfly blackflies +blackguard -> blackguard blackguards blackguarding +blackhawk -> blackhawk blackhawks +blackhead -> blackheads blackhead +black-head -> black-heads black-head +blackhole -> blackhole blackholes +blackhouse -> blackhouses blackhouse +blackjack -> blackjack blackjacks +blacklead -> blacklead blackleading +blackleg -> blacklegs blackleg blacklegging +blacklist -> blacklisted blacklist blacklisting blacklists +blackmail -> blackmailing blackmail blackmailed blackmails +blackmailer -> blackmailers blackmailer +blackmark -> blackmarked blackmark +blackman -> blackman blackmen +blackout -> blackout blackouts +black-out -> black-out black-outs +black -> black blacks blacked blacking blackest blacker +blackshirt -> blackshirts blackshirt +blacksmith -> blacksmith blacksmiths +blackspot -> blackspot blackspots +blackstone -> blackstone blackstones +blacky -> blackies blacky +bladder -> bladder bladders +blade -> blade blades bladed +blag -> blags blagged blag +blagget -> blaggets blagget +blagrove -> blagrove blagroves +blame -> blamed blame blaming blames +blam -> blam blamming +blanch -> blanch blanching blanches blanched +blancmange -> blancmange blancmanges +blanc -> blanc blancs +bland -> bland blander blanding blandest +blandish -> blandish blandishing +blaney -> blaney blaneys +blank -> blank blanked blanks blanking blanker +blanket -> blanket blankets blanketed +blankout -> blankout blankouts +blare -> blared blares blaring blare +bla -> bla blas +blaspheme -> blaspheming blasphemed blasphemes blaspheme +blasphemer -> blasphemers blasphemer +blasphemy -> blasphemy blasphemies +blaster -> blaster blasters +blast-furnace -> blast-furnace blast-furnaces +blast -> blast blasting blasts blasted +blastocyst -> blastocyst blastocysts +blastoid -> blastoid blastoids +blat -> blatting blat +blather -> blather blathering +blaze -> blazes blaze blazing blazed +blazer -> blazer blazers blazered +blazon -> blazoned blazons blazon blazoning +bldg -> bldgs bldg +ble -> bles ble +bleach -> bleaches bleached bleach bleaching +bleacher -> bleachers bleacher +bleak -> bleak bleaker bleakest +bleat -> bleating bleat bleated bleats +bleb -> bleb blebbing blebs +bleeder -> bleeders bleeder +bleed -> bled bleeding bleed bleeds +bleeper -> bleeper bleepers +bleep -> bleep bleeps bleeped bleeping +blefuscan -> blefuscans blefuscan +blemish -> blemish blemishes blemished blemishing +blench -> blenching blenched blench +blend -> blended blend blends blending +blender -> blender blenders +blenny -> blenny blennies +bless -> blessed bless blesses blessing +blether -> blethering blethers blether +blick -> blick blicking +blight -> blight blighted blights blighting +blighter -> blighters blighter +blimp -> blimp blimps +blindfold -> blindfold blindfolded blindfolding blindfolds +blindness -> blindness blindnesses +blind -> blind blinds blinded blinder blinding blindest +blindspot -> blindspots blindspot +blind-spot -> blind-spot blind-spots +blink -> blinking blink blinked blinks +blinker -> blinker blinkering +blip -> blips blip blipped +blipvert -> blipvert blipverts +bliss -> bliss blissed blisses blissing +blister -> blisters blistered blister blistering +blithering -> blithering blitherings +blitz -> blitz blitzes +blitze -> blitzed blitzing blitzes +blizzard -> blizzard blizzards blizzarded blizzarding +bloater -> bloaters bloater +bloat -> bloat bloating +blob -> blobs blob blobbed +block -> blocks block blocked blocking +blockade -> blockade blockaded blockading blockades +blockage -> blockages blockage +block-booking -> block-booking block-bookings +blockbuster -> blockbusters blockbuster +block-buster -> block-buster block-busters +blocker -> blocker blockers +blockhead -> blockhead blockheads +blockhouse -> blockhouse blockhouses +block-house -> block-house block-houses +blocky -> blocky blockier +bloc -> bloc blocs +bloke -> bloke blokes +blond -> blond blonded blonder blonds +blonde -> blonde blondes +blood-bath -> blood-baths blood-bath +blood-bead -> blood-beads blood-bead +blood-cell -> blood-cells blood-cell +blood -> blood blooded bloods blooding +bloodfin -> bloodfin bloodfins +blood-group -> blood-group blood-groups +bloodhound -> bloodhounds bloodhound +bloody -> bloody bloodiest bloodied bloodys bloodier bloodying +bloodletter -> bloodletter bloodletters +blood-letting -> blood-letting blood-lettings +bloodline -> bloodline bloodlines +blood-line -> blood-line blood-lines +bloodlust -> bloodlust bloodlusting +blood-pressure -> blood-pressure blood-pressures +blood-product -> blood-products blood-product +blood-relationship -> blood-relationships blood-relationship +bloodsport -> bloodsports bloodsport +bloodstain -> bloodstains bloodstain +blood-stain -> blood-stains blood-stain +bloodstone -> bloodstone bloodstones +bloodstream -> bloodstream bloodstreams +bloodsucker -> bloodsuckers bloodsucker +blood-sucker -> blood-suckers blood-sucker +blood-test -> blood-test blood-tests +blood-vessel -> blood-vessel blood-vessels +bloodworm -> bloodworm bloodworms +bloom -> blooms bloom bloomed blooming +bloomer -> bloomer bloomers +bloop -> bloop bloops +blore -> blore bloring +blossom -> blossoms blossom blossomed +blotch -> blotches blotched blotch +blotter -> blotter blotters +blot -> blot blotting blots blotted +blouse -> blouse blouses bloused blousing +blouson -> blouson blousons +blowdry -> blowdrying blowdries blowdry +blow-dry -> blow-dry blow-drys blow-dries +blower -> blower blowers +blowfly -> blowflies blowfly +blowhole -> blowhole blowholes +blow-hole -> blow-hole blow-holes +blowjob -> blowjob blowjobs +blow-job -> blow-job blow-jobs +blowlamp -> blowlamp blowlamps +blow-lamp -> blow-lamp blow-lamps +blowout -> blowout blowouts +blow-out -> blow-out blow-outs +blow-over -> blow-overs blow-over +blow-pipe -> blow-pipes blow-pipe +blowpipe -> blowpipe blowpipes +blow -> blew blows blowing blow blown blowed +blow-torch -> blow-torch blow-torches +blow-up -> blow-up blow-ups +blub -> blub blubbed blubs blubbing +blubber -> blubbering blubber blubbered +bludgeon -> bludgeoned bludgeoning bludgeon bludgeons +blue -> blues blue blueing bluing blued +bluebell -> bluebells bluebell +blueberry -> blueberries blueberry +bluebird -> bluebird bluebirds +blue-black -> blue-black blue-blacks +blue-blood -> blue-blood blue-bloods +bluebottle -> bluebottles bluebottle +blue-bottle -> blue-bottle blue-bottles +blue-car -> blue-cars blue-car +blue-chip -> blue-chip blue-chips +bluecoat -> bluecoat bluecoats +blue-green -> blue-green blue-greens +blue-grey -> blue-grey blue-greys +blue-jean -> blue-jeans blue-jean +bluejean -> bluejean bluejeans +blueman -> blueman bluemen +blueprint -> blueprints blueprint blueprinted +blue-print -> blue-print blue-prints +bluesbreaker -> bluesbreaker bluesbreakers +blueser -> bluesers blueser +bluesman -> bluesman bluesmen +blu -> bluer bluest blu +bluestocking -> bluestockings bluestocking +blue-stocking -> blue-stockings blue-stocking +bluestone -> bluestones bluestone +bluethroat -> bluethroats bluethroat +blue-tit -> blue-tits blue-tit +bluetit -> bluetit bluetits +bluetree -> bluetree bluetrees +bluett -> bluett bluetts +bluff -> bluffs bluff bluffer bluffing bluffed +blunder -> blundering blunder blundered blunders +blunderbuss -> blunderbuss blunderbusses +blunt -> blunt blunts blunted blunter bluntest blunting +blurb -> blurbs blurb blurbed blurbing +blur -> blur blurred blurs blurring +blurry -> blurry blurriest +blurt -> blurted blurt blurting blurts +blush -> blush blushed blushing blushes +blusher -> blusher blushers +bluster -> bluster blustering blustered blusters +bly -> bly blyed +blyth -> blyth blything +boa-constrictor -> boa-constrictor boa-constrictors +boarder -> boarders boarder +boarding-house -> boarding-house boarding-houses +boarding-school -> boarding-school boarding-schools +boardroom -> boardrooms boardroom +board -> board boards boarded boarding +boardwalk -> boardwalk boardwalks +boar -> boar boars +boa -> boa boas +boast -> boasted boasts boast boasting +boat -> boats boat boating boated +boatbuilder -> boatbuilder boatbuilders +boat-builder -> boat-builder boat-builders +boat-car -> boat-cars boat-car +boater -> boaters boater boatered +boat-hook -> boat-hook boat-hooks +boathouse -> boathouse boathouses +boat-house -> boat-house boat-houses +boatload -> boatload boatloads +boatman -> boatman boatmen +boatowner -> boatowner boatowners +boat-owner -> boat-owner boat-owners +boat-race -> boat-races boat-race +boatswain -> boatswain boatswains +boat-trip -> boat-trip boat-trips +boatyard -> boatyard boatyards +bobby -> bobby bobbies bobbying bobbys +bobbin -> bobbins bobbin +bobble -> bobble bobbles bobbled bobbling +bobcat -> bobcat bobcats +bob -> bob bobs bobbed bobbing +bob-sleigh -> bob-sleigh bob-sleighs +bobtail -> bobtail bobtails +bob-wig -> bob-wigs bob-wig +boca -> boca bocas +bocca -> bocca boccas +boch -> boch boches +bock -> bock bocking +bodach -> bodach bodachs +boddy -> boddies boddy +bode -> bodes bode boded boding +bodega -> bodega bodegas +bodge -> bodging bodge bodged +bodger -> bodgers bodger +bodhran -> bodhran bodhrans +bodice -> bodices bodice bodiced +body -> body bodies bodied bodys +bodine -> bodine bodines +bodkin -> bodkin bodkins +bod -> bod bods +bodybag -> bodybags bodybag +body-bag -> body-bag body-bags +body-blow -> body-blows body-blow +bodyboarder -> bodyboarder bodyboarders +bodybuilder -> bodybuilders bodybuilder +body-builder -> body-builder body-builders +bodycheck -> bodychecked bodychecking bodycheck +body-count -> body-count body-counts +bodyguard -> bodyguards bodyguard bodyguarding +bodymaker -> bodymakers bodymaker +body-search -> body-search body-searches +bodyshaper -> bodyshaper bodyshapers +bodyshell -> bodyshell bodyshells +bodyshop -> bodyshop bodyshops +bodysuit -> bodysuit bodysuits +body-thrust -> body-thrusts body-thrust +bodytoner -> bodytoner bodytoners +boer -> boer boers +boe -> boe boes +boff -> boffed boffing boffs boff +boffin -> boffin boffins +bogey -> bogey bogeyed bogeys bogeying +bogeyman -> bogeymen bogeyman +bogey-man -> bogey-man bogey-men +boggart -> boggarts boggart +bog -> bog bogged bogs bogging +boggle -> boggling boggles boggle boggled +bogle -> bogle bogles +bogomil -> bogomil bogomils +bogy -> bogies bogy +bogyman -> bogymen bogyman +bohemian -> bohemian bohemians +bohinen -> bohinen bohinens +boho -> bohos boho +boil -> boils boil boiled boiling +boilermaker -> boilermakers boilermaker +boiler-maker -> boiler-makers boiler-maker +boilerplate -> boilerplate boilerplating +boiler-room -> boiler-rooms boiler-room +boiler -> boiler boilers boilered +boilersuit -> boilersuits boilersuit +boiler-suit -> boiler-suit boiler-suits +boiotarch -> boiotarchs boiotarch +boiotian -> boiotians boiotian +boke -> boke bokes +bokhara -> bokhara bokharas +bok -> bok boks +bola -> bola bolas +bold -> bold bolder boldest bolded +boldface -> boldface boldfaced +bole -> boles bole +bolero -> bolero boleros +bolide -> bolide bolides +bolinder -> bolinder bolinders +boliviano -> boliviano bolivianos +bolivian -> bolivian bolivians +bollard -> bollards bollard +bolle -> bolles bolle +bolling -> bolling bollings +bollock -> bollocks bollock bollocked bollocking +boll -> boll bolls +bollworm -> bollworms bollworm +bolshevik -> bolshevik bolsheviks +bolshevist -> bolshevist bolshevists +bolster -> bolster bolsters bolstered bolstering +bolt -> bolted bolt bolts bolting +bolter -> bolter bolters +boltgun -> boltguns boltgun +bolthole -> bolthole boltholes +bolt-hole -> bolt-hole bolt-holes +boltonian -> boltonian boltonians +bolt-on -> bolt-on bolt-ons +bolt-rig -> bolt-rig bolt-rigs +bomb-aimer -> bomb-aimer bomb-aimers +bombard -> bombards bombarding bombarded bombard +bombardment -> bombardments bombardment +bomb-attack -> bomb-attack bomb-attacks +bomb-burst -> bomb-bursts bomb-burst +bomb-crater -> bomb-craters bomb-crater +bombe -> bombes bombe +bombed-out -> bombed-out bombed-outs +bomber -> bombers bomber +bomblet -> bomblets bomblet +bomb -> bomb bombs bombing bombed +bombshell -> bombshell bombshells +bomb-site -> bomb-sites bomb-site +bom -> bom boms +bonanza -> bonanza bonanzas +bonapartist -> bonapartist bonapartists +bonbon -> bonbons bonbon +bon-bon -> bon-bons bon-bon +bonce -> bonce bonces +bondager -> bondagers bondager +bond -> bonds bonded bond bonding +bondholder -> bondholders bondholder +bond-holder -> bond-holders bond-holder +bondmaid -> bondmaid bondmaids +bondman -> bondman bondmen +bondsman -> bondsmen bondsman +bone -> bones bone +bonefish -> bonefish bonefishing +bone-setter -> bone-setter bone-setters +boneshaker -> boneshakers boneshaker +bone-structure -> bone-structure bone-structures +bonfire -> bonfire bonfires +bongo -> bongo bongos +bong -> bong bongs +bonham -> bonhams bonham +bonham-carter -> bonham-carter bonham-carters +bon -> bon boning boned bons +bonio -> bonios bonio +bonk -> bonked bonking bonk bonks +bonnard -> bonnard bonnards +bonnet -> bonnet bonnets +bonny -> bonny bonnier bonniest +bono -> bono bonos +bonsai -> bonsai bonsais +bonus -> bonus bonuses +boo -> booing boo boos +boob -> boob boobs boobed +booby -> boobies booby +boobytrap -> boobytrap boobytraps boobytrapped +booby-trap -> booby-trapped booby-traps booby-trap +boogy -> boogies boogied boogy +boogie -> boogie boogieing +boogieman -> boogiemen boogieman +book -> books book booked booking bookking +bookbinder -> bookbinder bookbinders +bookbinding -> bookbinding bookbindings +book-binding -> book-binding book-bindings +bookcase -> bookcase bookcases +book-collector -> book-collector book-collectors +bookend -> bookend bookends bookending +booker -> booker bookers bookering +booke -> booke bookes +bookfund -> bookfunds bookfund +book-hand -> book-hands book-hand +booking-hall -> booking-hall booking-halls +booking-office -> booking-office booking-offices +book-jacket -> book-jackets book-jacket +bookkeeper -> bookkeepers bookkeeper +book-keeper -> book-keeper book-keepers +booklet -> booklet booklets +booklist -> booklist booklists +bookmaker -> bookmakers bookmaker +book-maker -> book-makers book-maker +bookmark -> bookmark bookmarks +bookman -> bookman bookmen +bookplate -> bookplate bookplates +book-review -> book-review book-reviews +bookroom -> bookroom bookrooms +bookseller -> bookseller booksellers +book-seller -> book-seller book-sellers +bookshop -> bookshop bookshops +book-shop -> book-shop book-shops +book-stall -> book-stalls book-stall +bookstall -> bookstall bookstalls +bookstand -> bookstand bookstands +bookstock -> bookstock bookstocks +bookstore -> bookstores bookstore +bookwork -> bookworks bookwork +bookworm -> bookworm bookworms +booky -> bookies booky +boolean -> boolean booleans +boom -> boom boomed booming booms +boomerang -> boomerang boomerangs +boomer -> boomer boomers +boomy -> boomy boomiest +boon -> boons boon +boop -> boop boops +boor -> boors boor booring +boosey -> boosey booseys +boost -> boosted boost boosting boosts +booster -> booster boosters +boot-black -> boot-blacks boot-black +bootboy -> bootboy bootboys +boot-boy -> boot-boy boot-boys +bootee -> bootees bootee +booth -> booth booths +booty -> booty booties +bootlace -> bootlaces bootlace +bootlegger -> bootleggers bootlegger +bootleg -> bootleg bootlegging bootlegged bootlegs +bootle -> bootle bootling +boot-maker -> boot-makers boot-maker +bootmaker -> bootmaker bootmakers +bootprint -> bootprint bootprints +boot -> boot boots booting booted +bootscraper -> bootscraper bootscrapers +bootstrap -> bootstraps bootstrap +boozebuster -> boozebuster boozebusters +boozer -> boozers boozer +booze-up -> booze-up booze-ups +boozy -> boozy boozier +booze -> booze boozing boozed boozes +bopper -> bopper boppers +bop -> bop bopping bopped bops +borane -> boranes borane +borda -> borda bordas +bordelaise -> bordelaise bordelaises +bordello -> bordello bordellos +borderer -> borderers borderer +borderland -> borderlands borderland +borderline -> borderline borderlines +border -> border borders bordered bordering +boreen -> boreen boreens +bore-hole -> bore-holes bore-hole +borehole -> borehole boreholes boreholing +borer -> borer borers +borgia -> borgias borgia +boring -> boring borings +bear -> bear born bearing bears bore borne bearest beared +born-again -> born-again born-agains +bororo -> bororo bororos +borough -> boroughs borough +boroughmonger -> boroughmonger boroughmongers +borrow -> borrowed borrow borrowing borrows +borrower -> borrowers borrower +bor -> bor bors +borstal -> borstal borstals +bo -> bo bos boing +bosanquet -> bosanquet bosanquets +bosh -> bosh boshed +bosian -> bosian bosians +bosnian -> bosnian bosnians +bosom -> bosom bosoms +boson -> boson bosons +boss -> bosses boss bossed bossing +bossy -> bossy bossiest +bosun -> bosun bosuns +botanical -> botanical botanicals +botanica -> botanica botanicas +botanise -> botanising botanise botanised +botanist -> botanist botanists +botch -> botched botch botching +boteh -> boteh botehs +boter -> boter botering +botfly -> botfly botflies +bot-fly -> bot-flies bot-fly +bother -> bothered bother bothering bothers +bothy -> bothies bothy +boto -> boto botos +bot -> bot bots botting +botty -> botty botties +bottle-feed -> bottle-feeds bottle-feed +bottle-fight -> bottle-fights bottle-fight +bottleneck -> bottlenecks bottleneck bottlenecking +bottle-neck -> bottle-necks bottle-neck +bottle-opener -> bottle-openers bottle-opener +bottle -> bottle bottles bottling bottled +bottle-top -> bottle-tops bottle-top +bottle-washer -> bottle-washer bottle-washers +bottome -> bottoming bottome bottomed +bottom -> bottom bottoms +boudin -> boudin boudins +boudoir -> boudoir boudoirs +boue -> boues boue +bouffant -> bouffant bouffants +bough -> bough boughs boughing +bouillon -> bouillon bouillons +boulangist -> boulangist boulangists +boulder -> boulder boulders bouldering +boule -> boule boules +boulevard -> boulevards boulevard +boulting -> boulting boultings +bouncer -> bouncer bouncers +bounce -> bounced bounces bounce bouncing +bouncy -> bouncy bouncier +boundary -> boundaries boundary +boundary-stone -> boundary-stone boundary-stones +bounder -> bounders bounder +boundry -> boundry boundries +boundstone -> boundstones boundstone +bounty -> bounty bounties bountys +bouquet -> bouquet bouquets +bourbon -> bourbon bourbons +bourequat -> bourequat bourequats +bourgeoise -> bourgeoise bourgeoised bourgeoises +bourse -> bourse bourses +bouteille -> bouteille bouteilles +boutique -> boutique boutiques +bout -> bout bouts +bovid -> bovid bovids +bovine -> bovine bovines +bow -> bowed bow bows bowing +bowater -> bowater bowaters +bowdlerise -> bowdlerised bowdlerise bowdlerising +bowdlerize -> bowdlerized bowdlerize +bowel -> bowels bowel bowelling +bowerbird -> bowerbirds bowerbird +bower-bird -> bower-bird bower-birds +bower -> bower bowers bowering +bowhead -> bowhead bowheads +bowl -> bowls bowl bowled bowling +bowler -> bowler bowlers +bowlful -> bowlful bowlfuls +bowl-head -> bowl-head bowl-heads +bowline -> bowlines bowline +bowman -> bowman bowmen bowmans +bowser -> bowsers bowser +bowshot -> bowshot bowshots +bowsprit -> bowsprit bowsprits +bowstring -> bowstring bowstrings +bow-wave -> bow-wave bow-waves +bow-window -> bow-window bow-windows +bowyer -> bowyer bowyers +box-bed -> box-beds box-bed +boxcar -> boxcar boxcars +box-car -> box-car box-cars +boxer -> boxers boxer +box -> box boxes boxed boxing +'box -> 'box 'boxes +box-file -> box-files box-file +boxy -> boxy boxier +boxing-booth -> boxing-booths boxing-booth +boxing-glove -> boxing-gloves boxing-glove +boxing-match -> boxing-match boxing-matches +box-office -> box-office box-offices +boxplot -> boxplots boxplot +box-room -> box-rooms box-room +boxroom -> boxroom boxrooms +boy -> boys boy boy's +boyar -> boyars boyar +boycott -> boycotted boycott boycotts boycotting +boyfriend -> boyfriend boyfriends +boy-friend -> boy-friend boy-friends +boyo -> boyo boyos boyoing +boy-soldier -> boy-soldiers boy-soldier +bozo -> bozo bozos +b-picture -> b-pictures b-picture +brabham -> brabham brabhams +brace -> bracing braced brace braces +bracelet -> bracelets bracelet +brachiate -> brachiating brachiated +brachiopod -> brachiopods brachiopod +brack -> brack bracked +bracken -> bracken brackens brackened +bracket -> brackets bracket bracketed bracketted +bract -> bracts bract +bracteate -> bracteates bracteate +braddock -> braddock braddocks +brad -> brad brads +bradyarrhythmia -> bradyarrhythmias bradyarrhythmia +bradycardia -> bradycardia bradycardias +brae -> brae braes +braggart -> braggart braggarts +brag -> bragging bragged brag brags +braham -> braham brahams +brahim -> brahims brahim +brahman -> brahman brahmans +brahmin -> brahmins brahmin +braid -> braid braids braiding braided +brainbox -> brainboxes brainbox +braincase -> braincase braincases +brain-cell -> brain-cells brain-cell +brainchild -> brainchild brainchilds +brainy -> brainy brainiest +brain -> brain brains brained braining +brainstorm -> brainstorm brainstorms +brainwash -> brainwashing brainwashed brainwashes brainwash +brainwave -> brainwaves brainwave +brain-wave -> brain-wave brain-waves +braise -> braising braise +brakeman -> brakeman brakemen +brake -> brake brakes braked braking +brake-van -> brake-vans brake-van +brakevan -> brakevan brakevans +bramble -> bramble brambles brambling +brance -> brances brance +branch -> branches branch branched branching +branch-line -> branch-line branch-lines +brander -> brander branders +brandy -> brandy brandies +brandish -> brandishing brandishes brandished brandish +brandling -> brandlings brandling +brandmark -> brandmark brandmarks +brand-name -> brand-name brand-names +brando -> brando brandos +brand -> brand brands branding branded +branwhite -> branwhite branwhites +braque -> braque braques +bra -> bra bras +brash -> brash brasher brashest brashed +brass -> brasses brass brassed +brassica -> brassica brassicas +brassiere -> brassieres brassiere +brasswork -> brassworks brasswork +brass-work -> brass-works brass-work +brat -> brat brats +bravado -> bravado bravados +brave -> brave braving braved bravest braver braves +bravo -> bravo bravos +braw -> braw brawest +brawler -> brawler brawlers +brawl -> brawls brawling brawl brawled +brawny -> brawny brawnier brawniest +braye -> braye brayes +bray -> bray braying brayed brays +braze -> brazing brazed +brazen -> brazen brazened brazens brazening +brazier -> brazier braziers +brazilian -> brazilian brazilians +brazil -> brazil brazils +breacan-feile -> breacan-feiles breacan-feile +breach -> breach breaches breached breaching +bread-basket -> bread-basket bread-baskets +breadboard -> breadboard breadboarding +breadcrumb -> breadcrumbs breadcrumb breadcrumbed +bread-crumb -> bread-crumb bread-crumbs +breadhead -> breadhead breadheads +breadline -> breadline breadlines +bread-oven -> bread-ovens bread-oven +bread -> bread breads breaded breading +breadstick -> breadsticks breadstick +breadwinner -> breadwinners breadwinner +bread-winner -> bread-winner bread-winners +breakage -> breakage breakages +breakaway -> breakaway breakaways +breakbeat -> breakbeats breakbeat +break-clause -> break-clause break-clauses +break-down -> break-downs break-down +breakdown -> breakdown breakdowns +breaker -> breakers breaker +breakfast -> breakfast breakfasted breakfasts breakfasting +break-in -> break-in break-ins +breakneck -> breakneck breaknecking +breakout -> breakout breakouts +break-out -> break-out break-outs +break-point -> break-points break-point +breakpoint -> breakpoint breakpoints +breakspearean -> breakspearean breakspeareans +breakthrough -> breakthrough breakthroughs +break-time -> break-time break-times +breakup -> breakup breakups +break-up -> break-up break-ups +breakwater -> breakwater breakwaters +bream -> bream breams +breast -> breasts breast breasted breasting +breast-bone -> breast-bone breast-bones +breastfeed -> breastfeed breastfeeds +breast-feed -> breast-feed breast-feeds +breastplate -> breastplate breastplates +breastsummer -> breastsummers breastsummer +breathalyse -> breathalysed breathalyse +breathalyser -> breathalyser breathalysers +breather -> breather breathers +breathe -> breathe breathes breathing breathed +breathing-space -> breathing-space breathing-spaces +breath -> breath breaths +brecchia -> brecchias brecchia +breccia -> breccias breccia +breck -> breck brecks +breech-cloth -> breech-cloth breech-cloths +breech -> breeches breeched breech breeching +breeder -> breeders breeder +breed -> bred breeding breed breeds +breeding-ground -> breeding-ground breeding-grounds +breeze -> breezes breeze breezed breezing +breeze-block -> breeze-block breeze-blocks +breezy -> breezy breeziest +bren -> bren brens +brent -> brent brents +bresslaw -> bresslaw bresslaws +bressummer -> bressummer bressummers +br -> br brest brer brring +bretonnian -> bretonnian bretonnians +breton -> breton bretons +bret -> bret brets +breughel -> breughel breughels +brevet -> brevet brevets +brew -> brewed brew brews brewing +brewer -> brewers brewer +brewery -> breweries brewery +brewhouse -> brewhouse brewhouses +brew-pub -> brew-pub brew-pubs +briar -> briars briar +bribe -> bribed bribes bribe bribing +brick -> bricks brick bricked bricking +brickbat -> brickbat brickbats +bricklayer -> bricklayer bricklayers +brickmaker -> brickmakers brickmaker +brickwork -> brickwork brickworks brickworking +brickyard -> brickyard brickyards +bricole -> bricoles bricole +bricoleur -> bricoleur bricoleurs +bridegroom -> bridegroom bridegrooms +bride-price -> bride-prices bride-price +bride -> bride brides +bridesmaid -> bridesmaids bridesmaid +bridewell -> bridewell bridewells +bridge-builder -> bridge-builder bridge-builders +bridge-corridor -> bridge-corridors bridge-corridor +bridgehead -> bridgehead bridgeheads +bridgepin -> bridgepin bridgepins +bridge-pin -> bridge-pin bridge-pins +bridge-router -> bridge-router bridge-routers +bridge -> bridge bridges bridging bridged +bridgework -> bridgework bridgeworks +bridle -> bridling bridled bridle bridles +bridlepath -> bridlepaths bridlepath +bridleway -> bridleways bridleway +briefcase -> briefcase briefcases +brief-case -> brief-case brief-cases +brief -> brief briefer briefed briefest briefing briefs +brier -> brier briers +bry -> bry bries +brigade -> brigade brigades brigaded +brigadier-general -> brigadier-general brigadier-generals +brigadier -> brigadier brigadiers +brigand -> brigand brigands +brigantine -> brigantine brigantines +brigh -> brighest brigh +brighten -> brightens brighten brightening brightened +bright -> bright brightest brighter +brightness -> brightness brightnesses +brig -> brig brigs brigged +brilliance -> brilliance brilliances +brilliantine -> brilliantine brilliantined +brilliant -> brilliant brilliants +brim -> brim brimming brimmed brims +brindle -> brindle brindles brindled +brine -> brine brines brining brined +brineshrimp -> brineshrimp brineshrimps +bring -> bringing bring brings brought +bringer -> bringer bringers +brinkman -> brinkmen brinkman +brink -> brink brinks +brinton -> brinton brintons +briquette -> briquettes briquette +brisk -> brisk brisker brisking briskest +bristle -> bristling bristles bristle bristled +bristleworm -> bristleworms bristleworm +bristolian -> bristolians bristolian +bristow -> bristow bristows +brit -> brits brit +britain -> britain britains +britannica -> britannica britannicas +britannique -> britanniques britannique +britisher -> britisher britishers +briton -> britons briton +brittania -> brittania brittanias +brittle -> brittle brittling +bro -> bros bro +broach -> broach broached broaching broaches +broad-bean -> broad-beans broad-bean +broadcast -> broadcasts broadcast broadcasting broadcasted +broadcaster -> broadcaster broadcasters +broad-cast -> broad-cast broad-casting +broad-class -> broad-class broad-classes +broadcloth -> broadcloth broadcloths +broaden -> broadened broaden broadening broadens +broad -> broad broader broadest broads +broadloom -> broadloom broadlooms +broadsheet -> broadsheet broadsheets +broadside -> broadsides broadside +broadsword -> broadsword broadswords +broadwalk -> broadwalks broadwalk +broadway -> broadway broadways +brocade -> brocade brocades +broch -> broch brochs +brochure -> brochure brochures +brock -> brock brocks brocked +brody -> brody brodies +brogan -> brogan brogans +brogue -> brogue brogues +broiler -> broilers broiler +broil -> broil broils broiling broiled +break -> break broke breaking breaks broken +brokenheart -> brokenhearted brokenhearts +broker -> brokers broker brokered brokering +brokerage -> brokerage brokerages +broker-dealer -> broker-dealers broker-dealer +brolly -> brolly brollies +bromeliad -> bromeliad bromeliads +bromide -> bromide bromides +bronchodilator -> bronchodilators bronchodilator +bronchoscope -> bronchoscopes bronchoscope +bronco -> broncos bronco +brontosaur -> brontosaur brontosaurs +bronzer -> bronzer bronzers +bronze -> bronze bronzes bronzing +bronzewing -> bronzewings bronzewing +bronzy -> bronzy bronzier +brooch -> brooch brooches +brood -> brooding brood brooded broods +broodmare -> broodmare broodmares +brookman -> brookman brookmans +brook -> brook brooks brooked brooking +broom -> broom brooms +broomstick -> broomstick broomsticks +broon -> broon broons +broter -> broters broter +brothel-keeper -> brothel-keeper brothel-keepers +brothel -> brothel brothels +brotherhood -> brotherhood brotherhoods +brother-in-law -> brother-in-law brother-in-laws +brother -> brother brothers brethren +broth -> broth broths +brougham -> brougham broughams +browbeat -> browbeat browbeating +browbone -> browbone browbones +brower -> brower browers +brown-earth -> brown-earth brown-earths +browny -> browny brownies +brown -> brown browning browns browned browner +brownlow -> brownlow brownlows +brownshirt -> brownshirts brownshirt +brownstone -> brownstones brownstone +brow -> brow brows browed +browse -> browse browsed browsing browses +browser -> browser browsers +brr -> brrring brr +bruchid -> bruchid bruchids +brugh -> brugh brughs +bruise -> bruising bruised bruises bruise +bruiser -> bruiser bruisers +bruit -> bruited bruit +brulart -> brularts brulart +brummy -> brummies brummy +brunch -> brunch brunches +brunette -> brunette brunettes +brunnera -> brunnera brunneras +brun -> brun bruns +brush -> brush brushes brushing brushed +brushstroke -> brushstrokes brushstroke +brush-stroke -> brush-stroke brush-strokes +brushwork -> brushwork brushworks +brutalise -> brutalised brutalise brutalises brutalising +brutalist -> brutalists brutalist +brutality -> brutality brutalities +brutalize -> brutalized brutalizes brutalizing brutalize +brutal -> brutal brutals +brute -> brute brutes +bruvver -> bruvvers bruvver +bryden -> bryden brydens +bryophyte -> bryophytes bryophyte +bryozoan -> bryozoans bryozoan +bse -> bse bses +b-side -> b-sides b-side +bso -> bsos bso +b-tree -> b-trees b-tree +buba -> bubas buba +bubble-bath -> bubble-baths bubble-bath +bubble -> bubbles bubbled bubble bubbling +bubbly -> bubbly bubbliest +buccaneer -> buccaneer buccaneers +buch -> buchs buch +buckaroo -> buckaroos buckaroo +buck -> buck bucked bucks bucking +bucker -> bucker buckers +bucketful -> bucketfuls bucketful +buckete -> bucketed bucketing +bucket -> bucket buckets +buckle-end -> buckle-end buckle-ends +bucklemaker -> bucklemaker bucklemakers +buckler -> buckler bucklers bucklered +buckle -> buckling buckles buckle buckled +buckminsterfullerene -> buckminsterfullerene buckminsterfullerenes +bucko -> bucko buckos +buckskin -> buckskin buckskins +buckwheat -> buckwheat buckwheats +buckyball -> buckyballs buckyball +bucolic -> bucolic bucolics +bud -> buds bud budding budded +buddha -> buddha buddhas +buddhist -> buddhist buddhists +buddleia -> buddleia buddleias +buddle -> buddle buddles +buddy -> buddies buddy +budge -> budge budged budging +budgerigar -> budgerigar budgerigars +budget-holder -> budget-holders budget-holder +budgetholder -> budgetholder budgetholders +budget -> budget budgets budgeted +buffalo -> buffalo buffalos +buffer -> buffers buffer buffering buffered +buffete -> buffeting buffeted +buffet -> buffet buffets buffetted +buffon -> buffons buffon +buffoon -> buffoon buffoons +buff -> buff buffs buffing buffed +bug -> bugs bug bugging bugged +bugaboo -> bugaboos bugaboo +bugbear -> bugbears bugbear +bug-fix -> bug-fix bug-fixes +bugge -> bugges bugge +bugger -> buggers bugger buggering buggered +buggy -> buggies buggy +bugle-horn -> bugle-horn bugle-horns +bugler -> buglers bugler +bugle -> bugle bugles +buick -> buick buicks +builder -> builder builders +building-block -> building-blocks building-block +build-up -> build-up build-ups +build -> build built building builds builded +built-in -> built-in built-ins +buka -> buka bukas +bulbfield -> bulbfields bulbfield +bulb -> bulb bulbs bulbed +bulbul -> bulbuls bulbul +bulgar -> bulgars bulgar +bulgarian -> bulgarian bulgarians +bulger -> bulger bulgers +bulge -> bulge bulging bulges bulged +bulimic -> bulimics bulimic +bulk-buy -> bulk-buying bulk-buy bulk-buys +bulk -> bulk bulked bulks bulking +bulkhead -> bulkhead bulkheads +bulky -> bulkier bulky bulkiest +bullace -> bullaces bullace +bullard -> bullard bullards +bulldog -> bulldog bulldogs +bulldozer -> bulldozers bulldozer +bulldoze -> bulldoze bulldozes bulldozing bulldozed +buller -> buller bullers +bullet-catcher -> bullet-catcher bullet-catchers +bullethole -> bulletholes bullethole +bulletin -> bulletin bulletins +bullet -> bullet bullets +bull-fighter -> bull-fighters bull-fighter +bullfighter -> bullfighter bullfighters +bullfight -> bullfights bullfighting bullfight +bullfinch -> bullfinches bullfinch +bullfrog -> bullfrog bullfrogs +bull-grappler -> bull-grapplers bull-grappler +bullhead -> bullhead bullheaded bullheads +bullhorn -> bullhorns bullhorn +bull-leaper -> bull-leapers bull-leaper +bullnose -> bullnose bullnosing +bullock-cart -> bullock-cart bullock-carts +bullock -> bullock bullocks bullocking bullocked +bullring -> bullring bullrings +bull-running -> bull-running bull-runnings +bullrush -> bullrushes bullrush +bull -> bull bulls bulled bulling +bullseye -> bullseye bullseyes +bull's-eye -> bull's-eye bull's-eyes +bullshit -> bullshit bullshitting +bull-shit -> bull-shit bull-shitting +bully -> bullied bully bullies bullying +bullyboy -> bullyboy bullyboys +bully-boy -> bully-boy bully-boys +bulmer -> bulmer bulmers +bulrush -> bulrushes bulrush +bulwark -> bulwark bulwarks +bum-bag -> bum-bag bum-bags +bumblebee -> bumblebee bumblebees +bumble-bee -> bumble-bee bumble-bees +bumble -> bumble bumbled bumbling bumbles +bumbler -> bumbler bumblers +bumbly -> bumblies bumbly +bumboy -> bumboy bumboys +bum-boy -> bum-boy bum-boys +bum-freezer -> bum-freezers bum-freezer +bumiputra -> bumiputras bumiputra +bumper -> bumper bumpers +bumpy -> bumpy bumpiest bumpier +bump -> bumped bumping bumps bump +bumpkin -> bumpkin bumpkins +bum -> bum bums bumming bummed +bun -> buns bun bunning bunned +bunch -> bunch bunching bunches bunched bunchs +bundle -> bundle bundles bundled bundling +bund -> bund bunds +bunfight -> bunfight bunfights +bung -> bunged bung bunging bungs +bungalow -> bungalow bungalows +bungee -> bungee bungees +bunge -> bunge bunges +bungler -> bungler bunglers +bungle -> bungled bungling bungles bungle +bunion -> bunions bunion +bunk -> bunks bunk bunked bunking +bunker -> bunker bunkers bunkered bunkering +bunkhouse -> bunkhouse bunkhouses +bunny -> bunny bunnies bunnys bunnied +bunn -> bunn bunns +bunnyman -> bunnymen bunnyman +bunter -> bunter bunters +bunting -> bunting buntings +bunyip -> bunyip bunyips +buoy -> buoying buoyed buoy buoys +bur -> burs bur +burberry -> burberry burberrys +burble -> burbling burble burbles burbled +burden -> burden burdened burdens burdening +burdock -> burdock burdocks +burdon -> burdon burdoned +bureacracy -> bureacracy bureacracies +bureaucracy -> bureaucracy bureaucracies bureaucracy's +bureaucrat -> bureaucrats bureaucrat +bureaucratize -> bureaucratizing bureaucratize bureaucratized +bureau -> bureau bureaux bureaus +burgage -> burgage burgages +burgeon -> burgeon burgeons burgeoned +burger -> burger burgers +burge -> burge burges +burgess -> burgess burgesses +burgher -> burghers burgher +burgh -> burgh burghs +burglar -> burglars burglar +burglary -> burglaries burglary +burgler -> burgler burglers +burgle -> burgled burgling burgle burgles +burgomeister -> burgomeisters burgomeister +burgundian -> burgundian burgundians +burgundy -> burgundy burgundies +burh -> burhs burh +burial-chamber -> burial-chamber burial-chambers +burial-ground -> burial-grounds burial-ground +burial-place -> burial-place burial-places +burial -> burial burials +bury -> burying buried buries bury +burka -> burka burkas +burk -> burk burks +burlap -> burlap burlaps +burlesque -> burlesque burlesquing burlesques burlesqued +burly -> burly burlier burliest burlies +burl -> burl burling +burman -> burman burmans +burner -> burners burner +burnet -> burnet burnets +burn -> burned burning burns burnt burn +burnish -> burnish burnishing burnisher +burp -> burped burp burping burps +burr -> burrs burr burred +burridge -> burridge burridges +burry -> burry burried +burrito -> burrito burritos +burrow -> burrows burrowed burrow burrowing +burrower -> burrowers burrower +bursary -> bursary bursaries +bursar -> bursar bursars +burst -> bursts burst bursting bursted +burthen -> burthen burthens +burundian -> burundians burundian +buryat -> buryats buryat +busbar -> busbar busbars +busby -> busby busbies busbys +busboy -> busboy busboys +bus-boy -> bus-boy bus-boys +bus-driver -> bus-drivers bus-driver +buser -> buser busers +bus -> bus buses +bus-fare -> bus-fares bus-fare +bushbaby -> bushbabies bushbaby +bushel -> bushel bushels +bush -> bush bushes bushed bushing +bushfire -> bushfire bushfires +bush-hat -> bush-hat bush-hats +bushy -> bushy bushier bushies +bushland -> bushland bushlands +bushman -> bushmen bushman +bushwhack -> bushwhacking bushwhacked +busy -> busy busied busier busiest busies busying +business-cycle -> business-cycle business-cycles +business -> business businesses +businessman -> businessmen businessman +businessperson -> businessperson businesspersons +businesswoman -> businesswoman businesswomen +buse -> bused busing buses +busk -> busking busk busked +busker -> buskers busker +busload -> busloads busload +busman -> busmen busman +bus-route -> bus-route bus-routes +buss -> buss bussing bussed busses +bus-stop -> bus-stop bus-stops +bustard -> bustard bustards +bus-ticket -> bus-ticket bus-tickets +bustler -> bustlers bustler +bustline -> bustlines bustline +bustle -> bustle bustling bustled bustles +bust -> bust busts busting busted buster +bust-up -> bust-ups bust-up +busty -> bustier busty +busway -> busways busway +busybody -> busybody busybodies +busy-body -> busy-body busy-bodies +butcher -> butcher butchered butchering butchers +butchery -> butchery butcheries +butch -> butch butches butching +bute -> bute butes +butler -> butler butlers +butlin -> butlin butlins +but -> but buts butted +butte -> buttes butte +butt-end -> butt-ends butt-end +butter-blob -> butter-blobs butter-blob +butter-churn -> butter-churns butter-churn +buttercup -> buttercup buttercups +butter -> butter buttered butters buttering +butterfat -> butterfat butterfats +butterfly -> butterflies butterfly butterflying butterflys +butterhead -> butterheads butterhead +butterman -> buttermen butterman +butterwort -> butterwort butterworts +butthole -> butthole buttholes +butty -> butty butties +butt-indicator -> butt-indicators butt-indicator +buttock -> buttocks buttock buttocked +buttonback -> buttonbacked buttonback +buttonhole -> buttonholes buttonhole buttonholed buttonholing +button-hole -> button-hole button-holes +button -> button buttons buttoned buttoning +buttress -> buttressing buttress buttresses buttressed +butt -> butting butts butt +buy -> bought buy buying buys +buy-back -> buy-back buy-backs +buyer -> buyer buyers +buy-in -> buy-in buy-ins +buyout -> buyout buyouts +buy-out -> buy-out buy-outs +buy-up -> buy-up buy-ups +buzzard -> buzzard buzzards +buzzboard -> buzzboards buzzboard +buz -> buzzing buzzed buz +buzzer -> buzzer buzzers +buzz -> buzz buzzes +buzz-word -> buzz-words buzz-word +buzzword -> buzzword buzzwords +bye-bye -> bye-bye bye-byes +bye-election -> bye-election bye-elections +byegone -> byegone byegones +byelarussian -> byelarussian byelarussians +bye-law -> bye-laws bye-law +byelaw -> byelaw byelaws +byelection -> byelection byelections +by-election -> by-election by-elections +byelorussian -> byelorussian byelorussians +by-employment -> by-employment by-employments +bye -> bye byes +bygone -> bygone bygones +byker -> byker bykers +bylaw -> bylaws bylaw +by-law -> by-laws by-law +byline -> byline bylines +by-line -> by-line by-lines +byname -> bynames byname +byng -> byng byngs +by-pass -> by-passed by-pass by-passes by-passing +bypass -> bypassed bypassing bypass bypasses +byproduct -> byproducts byproduct +by-product -> by-product by-products +byre -> byre byres +byrne -> byrne byrnes +byroad -> byroad byroads +by-road -> by-road by-roads +by -> by bys +bystander -> bystanders bystander +by-stander -> by-standers by-stander +byte -> bytes byte +byway -> byways byway +by-way -> by-ways by-way +byword -> byword bywords +by-word -> by-word by-words +byzantine -> byzantine byzantines +can -> can ca cans canned canning +caatinga -> caatingas caatinga +cabalism -> cabalisms cabalism +cabalist -> cabalist cabalists +caballero -> caballero caballeros +cabal -> cabal cabals caballing +cabaret -> cabaret cabarets +cabbage -> cabbage cabbages +cabbala -> cabbala cabbalas +cabby -> cabbies cabby +cabdriver -> cabdriver cabdrivers +cab-driver -> cab-driver cab-drivers +cabernet -> cabernet cabernets +caber -> caber cabers +cabin -> cabins cabin +cabine -> cabines cabine +cabinetmaker -> cabinetmaker cabinetmakers +cabinet-maker -> cabinet-maker cabinet-makers +cabinet -> cabinet cabinets +cabin-trunk -> cabin-trunk cabin-trunks +cablecar -> cablecar cablecars +cable -> cable cables cabled cabling +cableway -> cableways cableway +cabman -> cabman cabmen +cabochon -> cabochon cabochons +cabriole -> cabrioles cabriole +cabriolet -> cabriolet cabriolets +cab -> cab cabs cabbing +cach -> caches cached cach caching +cache -> cache cacheing +cacique -> cacique caciques +cack -> cack cacked +cackle -> cackling cackle cackled cackles +caco -> cacos caco +cac -> cac cacs +cactus -> cactus cacti +cadaver -> cadaver cadavers +caddock -> caddock caddocks +cadd -> cadd cadds +caddy -> caddied caddy caddying caddies +caden -> cadens caden +cadence -> cadence cadences +cadenza -> cadenzas cadenza +cadet -> cadet cadets +cadetship -> cadetships cadetship +cadge -> cadged cadge cadging +cadger -> cadgers cadger +cadherin -> cadherins cadherin +cadillac -> cadillac cadillacs +cadre -> cadres cadre +cad -> cad cads +caecilian -> caecilians caecilian +ca' -> ca' ca'ed +caelidhe -> caelidhes caelidhe +caeruloplasmin -> caeruloplasmin caeruloplasmins +caesarean -> caesarean caesareans +caesarian -> caesarian caesarians +caesar -> caesar caesars +cafe -> cafes cafe +cafeteria -> cafeteria cafeterias +caff -> caff caffs +caf -> caf cafs +caftan -> caftan caftans +cage -> cage cages caged caging +cagoule -> cagoule cagoules +cag -> cag cags +caique -> caique caiques +cairene -> cairene cairenes +cairn -> cairn cairns +caisson -> caissons caisson +cait -> caits cait +cajole -> cajole cajoled cajoling cajoles +cajun -> cajun cajuns +cake -> cakes cake caked caking +cake-hole -> cake-hole cake-holes +cake-shop -> cake-shop cake-shops +cakewalk -> cakewalk cakewalked cakewalks +cal -> cals cal +calabash -> calabashes calabash +calamity -> calamity calamities +calathea -> calatheas calathea +calceolaria -> calceolarias calceolaria +calcification -> calcification calcifications +calcine -> calcined calcining +calcite -> calcite calcites +calcrete -> calcrete calcretes +calculate -> calculated calculating calculate calculates +calculation -> calculations calculation +calculator -> calculator calculators +caldera -> caldera calderas +cale -> cale caled +calendare -> calendared calendaring +calendar -> calendar calendars +calender -> calender calenders calendered calendering +calendula -> calendulas calendula +caliban -> caliban calibans +calibrate -> calibrate calibrated calibrating calibrates +calibration -> calibration calibrations +calibre -> calibre calibres +calico -> calico calicos +caliente -> caliente calientes +californian -> californian californians +caliper -> calipers caliper +caliphate -> caliphate caliphates +caliph -> caliph caliphs +call -> called call calls calling +callbox -> callboxes callbox +call-box -> call-box call-boxes +caller -> caller callers +calle -> calle calles +call-girl -> call-girls call-girl +calligrapher -> calligraphers calligrapher +calligraphy -> calligraphy calligraphies +calling-card -> calling-cards calling-card +calliope -> calliope calliopes +calliper -> callipers calliper +call-note -> call-note call-notes +call-off -> call-off call-offs +callot -> callot callots +callout -> callouts callout +call-out -> call-out call-outs +call-sign -> call-signs call-sign +call-signal -> call-signal call-signals +callsign -> callsign callsigns +call-up -> call-up call-ups +calluse -> calluses callusing +calm -> calmed calm calming calmer calms calmest +calorifier -> calorifier calorifiers +calorimeter -> calorimeter calorimeters +calory -> calories calory +calotype -> calotypes calotype +calque -> calqued calque calques +calthrop -> calthrop calthrops +calumny -> calumny calumnies +calver -> calver calvers +calf -> calf calves calfs +calve -> calve calving calved +calvinist -> calvinist calvinists +calvo -> calvo calvos +calypso -> calypso calypsos +calyx -> calyx calyxes +camarade -> camarade camarades +camaro -> camaro camaros +camber -> camber cambered cambers +camblet -> camblets camblet +cambodian -> cambodian cambodians +cambridge -> cambridge cambridged +camcorder -> camcorder camcorders +come -> come came coming comes comin' cometh comed comeing +cameleon -> cameleon cameleons +camelia -> camelias camelia +camellia -> camellia camellias +camel -> camel camels +camel-train -> camel-trains camel-train +camembert -> camembert camemberts +cameo -> cameo cameos +camera -> cameras camera +cameraman -> cameramen cameraman cameramans +camera-original -> camera-original camera-originals +camerounaise -> camerounaise camerounaises +camisole -> camisoles camisole +cam -> cam cammed cams +camo -> camo camos +camouflage -> camouflaged camouflage camouflages camouflaging +camp-agonist -> camp-agonist camp-agonists +campaigner -> campaigners campaigner +campaign -> campaigned campaigns campaign campaigning +campanile -> campanile campaniles +campanula -> campanula campanulas +camp-bed -> camp-bed camp-beds +campesina -> campesinas campesina +campesino -> campesinos campesino +campfire -> campfires campfire +camp-fire -> camp-fires camp-fire +camp-follower -> camp-followers camp-follower +camping-stove -> camping-stoves camping-stove +campion -> campion campions +campo -> campo campos +camp -> camp camps camped camping camper +campsite -> campsites campsite +camshaft -> camshaft camshafts +canaanite -> canaanites canaanite +canadian -> canadian canadians +canalise -> canalised canalise +canalization -> canalizations canalization +canalize -> canalized canalizing canalize +canal -> canal canals +canard -> canard canards +canaria -> canaria canarias +canary -> canary canaries +cancellation -> cancellations cancellation +cancel -> cancelling cancelled cancel cancels canceled +cancerian -> cancerians cancerian +cancer -> cancer cancers +candelabra -> candelabras candelabra +candidacy -> candidacy candidacies +candidate -> candidate candidates candidating +candidature -> candidatures candidature +candid -> candid candids +candy -> candy candied candies +candle-end -> candle-ends candle-end +candle-flame -> candle-flame candle-flames +candleholder -> candleholders candleholder +candle-holder -> candle-holder candle-holders +candlelight -> candlelight candlelights +candlemaker -> candlemakers candlemaker +candle -> candle candles candling +candle-snuffer -> candle-snuffer candle-snuffers +candlestick -> candlestick candlesticks +candle-stub -> candle-stubs candle-stub +candyman -> candyman candymen +cane -> canes cane caned caning +canful -> canfuls canful +canid -> canids canid +canine -> canine canines +canister -> canister canisters +canker -> canker cankers cankered +canna -> canna cannas +canner -> canners canner +cannery -> canneries cannery +cannibal -> cannibals cannibal +cannibalise -> cannibalising cannibalises cannibalised cannibalise +cannibalize -> cannibalize cannibalizing cannibalized +canny -> canny cannier canniest +cannister -> cannister cannisters +cannonade -> cannonading cannonade cannonades +cannonball -> cannonball cannonballs +cannon-ball -> cannon-ball cannon-balls +cannoneer -> cannoneers cannoneer +cannon -> cannon cannons cannoned cannoning +cannula -> cannula cannulae cannulas +cannulate -> cannulated cannulating cannulate +cannulation -> cannulation cannulations +canoe -> canoes canoe canoeing canoed +canoeist -> canoeists canoeist +canonisation -> canonisation canonisations +canonise -> canonises canonise canonised +canonist -> canonists canonist +canonistic -> canonistic canonistics +canonization -> canonization canonizations +canonize -> canonized canonizing canonize +canonry -> canonry canonries +canon -> canon canons +canoodle -> canoodle canoodling canoodled +can-opener -> can-opener can-openers +canopy -> canopy canopies canopied +cantarist -> cantarist cantarists +cantata -> cantata cantatas +cant -> cant canted canter canting cants +canteen -> canteens canteen +canticle -> canticles canticle +cantilena -> cantilenas cantilena +cantilever -> cantilever cantilevers cantilevered +cantina -> cantina cantinas +cantione -> cantione cantiones +canto -> cantos canto +cantonment -> cantonment cantonments +canton -> canton cantons +cantor -> cantor cantors +can-track -> can-track can-tracks +cantrail -> cantrails cantrail +canuck -> canucks canuck +canute -> canute canutes +canvas -> canvas canvassed canvases canvassing +canvasser -> canvassers canvasser +canvass -> canvass canvasses +canyon -> canyon canyons +canzona -> canzonas canzona +canzonet -> canzonets canzonet +capability -> capability capabilities +capacity -> capacity capacities +capacitor -> capacitor capacitors +caparison -> caparisoned caparisons caparison +capel -> capel capels +caper -> capers caper capering capered +capercaillie -> capercaillie capercaillies +cape -> cape capes caping caped +capetian -> capetian capetians +capillary -> capillary capillaries +capitalisation -> capitalisation capitalisations +capitalise -> capitalise capitalising capitalised capitalises +capitalism -> capitalism capitalisms +capitalist -> capitalists capitalist +capitalization -> capitalization capitalizations +capitalize -> capitalize capitalized capitalizing capitalizes +capital -> capital capitals capitalled +capital-to-asset -> capital-to-asset capital-to-assets +capitol -> capitol capitols +capitulary -> capitulary capitularies +capitulate -> capitulated capitulating capitulate capitulates +capitulation -> capitulation capitulations +caplan -> caplan caplans +caple -> caples caple +capnut -> capnuts capnut +capodistria -> capodistria capodistrias +capon -> capon capons +c-apoprotein -> c-apoproteins c-apoprotein +capper -> capper cappers +cap -> cap capping caps capped +cappuccino -> cappuccino cappuccinos +capriccio -> capriccio capriccios +caprice -> caprice caprices +capsicum -> capsicum capsicums +capsize -> capsize capsized capsizing capsizes +cap-sleeve -> cap-sleeve cap-sleeves +capstan -> capstan capstans +capstone -> capstones capstone +capsule -> capsule capsules +captaincy -> captaincy captaincies +captain -> captain captains captained captaining +caption -> caption captions captioned captioning +captivate -> captivate captivated captivates captivating +captive -> captive captives +captivity -> captivity captivities +captor -> captor captors +capture -> captured capture captures capturing +capuchin -> capuchin capuchins +capulet -> capulet capulets +caput -> caput caputs +capybara -> capybara capybaras +carabid -> carabid carabids +carabineer -> carabineers carabineer +carabinero -> carabinero carabineros +caracara -> caracaras caracara +caracol -> caracolling caracol +caramelise -> caramelise caramelises +caramel -> caramel caramels +carapace -> carapaces carapace +carapintada -> carapintadas carapintada +carat -> carat carats +caravaggio -> caravaggio caravaggios +caravan -> caravans caravan caravanning +caravanner -> caravanners caravanner +caraway -> caraway caraways +carb -> carbs carb +carbamate -> carbamates carbamate +carbene -> carbenes carbene +carbide -> carbide carbides +carbine -> carbines carbine +carbocation -> carbocation carbocations +carbohydrate -> carbohydrates carbohydrate +carbonate -> carbonated carbonate carbonates +carbon-date -> carbon-dated carbon-date +carbonize -> carbonized carbonize +carbon -> carbon carbons +carbonyl -> carbonyls carbonyl +carboxyl -> carboxyl carboxyls +carboxypeptidase -> carboxypeptidase carboxypeptidases +carboy -> carboys carboy +carbuncle -> carbuncle carbuncles carbuncled +carburettor -> carburettor carburettors +carcase -> carcase carcases carcasing +carcass -> carcass carcasses carcassed +car-chase -> car-chases car-chase +carcinogen -> carcinogens carcinogen +carcinogenic -> carcinogenic carcinogenics +carcinoid -> carcinoids carcinoid +carcinoma -> carcinoma carcinomas +cardamom -> cardamom cardamoms +cardboard -> cardboard cardboards +car-deck -> car-deck car-decks +cardholder -> cardholders cardholder +card-holder -> card-holders card-holder +cardiac -> cardiac cardiacs +cardy -> cardy cardies +cardigan -> cardigan cardigans +cardinal -> cardinal cardinals +card-index -> card-indexes card-index +cardine -> cardine cardines +cardiograph -> cardiographed cardiograph +cardiologist -> cardiologist cardiologists +card-issuer -> card-issuers card-issuer +cardmaker -> cardmaker cardmakers +cardmember -> cardmembers cardmember +card-player -> card-players card-player +card-reader -> card-readers card-reader +car-driver -> car-driver car-drivers +card -> card cards carding carded +card-sharp -> card-sharp card-sharps +careen -> careened careening careen +careerist -> careerists careerist +career -> career careers careering careered +caree -> caree carees +carefull -> carefull carefullest +care-giver -> care-givers care-giver +care-leaver -> care-leaver care-leavers +carent -> carent carents +carer -> carer carers +caress -> caress caressing caressed caresses +caretake -> caretakes caretake +care-taker -> care-takers care-taker +caretaker -> caretaker caretakers +cargo -> cargo cargoes cargos +cargo-ship -> cargo-ship cargo-ships +carian -> carian carians +carib -> caribs carib +caricature -> caricatured caricature caricatures caricaturing +caricaturist -> caricaturists caricaturist +cary -> cary caried +carillon -> carillons carillon +carinate -> carinated carinate +care -> care caring cared cares +carinoma -> carinoma carinomas +carinthian -> carinthians carinthian +carita -> carita caritas +carjack -> carjacking carjacked carjack +car-jacking -> car-jackings car-jacking +carl -> carl carling +carlist -> carlist carlists +carload -> carloads carload +carmaker -> carmakers carmaker +car-maker -> car-maker car-makers +carmelite -> carmelite carmelites +carmontelle -> carmontelle carmontelles +carn -> carns carn +carnarvon -> carnarvon carnarvons +carnation -> carnations carnation +carnelian -> carnelian carnelians +carnival -> carnival carnivals +carnivore -> carnivores carnivore +carnosaur -> carnosaurs carnosaur +carob -> carob carobs +carolan -> carolan carolans +carolingian -> carolingian carolingians +carol -> carol carolling carols carolled +carome -> caromed carome +carotene -> carotene carotenes +carotenoid -> carotenoids carotenoid +carotid -> carotid carotids +carouse -> carousing carouse carouses caroused +carousel -> carousel carousels +car-owner -> car-owners car-owner +carp -> carping carp carps +carpark -> carpark carparks +car-park -> car-park car-parks +car-part -> car-parts car-part +carpathian -> carpathians carpathian +carpel -> carpels carpel +carpenter -> carpenters carpenter carpentering carpentered +carper -> carpers carper +carpe -> carpe carpes +carpet -> carpets carpet carpeted +carpetbag -> carpetbagging carpetbag +carpet-bagger -> carpet-baggers carpet-bagger +carpetbagger -> carpetbagger carpetbaggers +carpeting -> carpeting carpetings +carpoid -> carpoid carpoids +car-port -> car-port car-ports +carrack -> carrack carracks +carrel -> carrels carrel +carrera -> carrera carreras +carrere -> carrere carreres +carriage -> carriage carriages +carriageway -> carriageway carriageways +carrier-bag -> carrier-bag carrier-bags +carrier -> carrier carriers +carrion-eater -> carrion-eater carrion-eaters +carrion -> carrion carrions +carrot -> carrots carrot +carrousel -> carrousel carrousels +carr -> carr carrs +carry -> carried carry carrying carries carryed carrys +carrycot -> carrycot carrycots +carrying-on -> carrying-on carrying-ons +carry-on -> carry-on carry-ons +carry-out -> carry-outs carry-out +car -> car cars +cart -> cart carted carting carts +cartel -> cartel cartels +carteret -> carterets carteret +carteron -> carteron carterons +carter -> carter carters +cartesian -> cartesian cartesians +carthaginian -> carthaginians carthaginian +carthorse -> carthorses carthorse +cart-horse -> cart-horses cart-horse +carthusian -> carthusian carthusians +cartilage -> cartilage cartilages +cartload -> cartload cartloads +cartographer -> cartographer cartographers +carton -> cartons carton +cartoonist -> cartoonist cartoonists +cartoon -> cartoon cartoons cartooning cartooned +cartridge -> cartridges cartridge +cart-track -> cart-track cart-tracks +cartulary -> cartularies cartulary +cartway -> cartways cartway +cartwheel -> cartwheels cartwheel cartwheeled cartwheeling +cart-wheel -> cart-wheels cart-wheel +cartwright -> cartwright cartwrights +car-tyre -> car-tyre car-tyres +carucate -> carucates carucate +caruncle -> caruncle caruncles +carve -> carving carved carve carves +carvery -> carvery carveries +carver -> carver carvers +car-worker -> car-workers car-worker +caryatid -> caryatids caryatid +casal -> casal casals +casanova -> casanova casanovas +casa -> casa casas +cascade -> cascade cascading cascades cascaded +case -> cases case cased casing +casebook -> casebook casebooks +case-conference -> case-conference case-conferences +case-definition -> case-definition case-definitions +case-file -> case-files case-file +case-history -> case-history case-histories +caseinate -> caseinate caseinates +case-law -> case-law case-laws +caseload -> caseload caseloads +case-load -> case-load case-loads +casement -> casement casements +casenote -> casenotes casenote +case-report -> case-reports case-report +case-room -> case-room case-rooms +case-study -> case-study case-studies +caseworker -> caseworker caseworkers +casework -> casework caseworking +cashbox -> cashbox cashboxes +cash-cow -> cash-cow cash-cows +cash-crop -> cash-crops cash-crop +cashew -> cashew cashews +cashflow -> cashflow cashflows +cash-flow -> cash-flow cash-flows +cashier -> cashiers cashier cashiered cashiering +cash -> cash cashing cashed cashes +cashmere -> cashmere cashmeres +cashpoint -> cashpoints cashpoint +cash-register -> cash-registers cash-register +casino -> casino casinos +casket -> casket caskets +cask -> cask casks +casque -> casques casque +cassation -> cassation cassations +cassell -> cassell cassells +cassel -> cassel cassels +casserole -> casserole casseroles casseroling casseroled +cassette -> cassettes cassette +cassette-recorder -> cassette-recorders cassette-recorder +cassette-tape -> cassette-tape cassette-tapes +cassidy -> cassidy cassidys +cassock -> cassock cassocked cassocks +cassoulet -> cassoulet cassoulets +cassowary -> cassowarys cassowaries cassowary +cast -> casting cast casts casted +castaing -> castaings castaing +castalian -> castalians castalian +castanet -> castanets castanetting +castaway -> castaway castaways +castellan -> castellans castellan +castellany -> castellany castellanies +castellation -> castellations castellation +castenada -> castenada castenadas +caster -> caster casters +caste -> caste castes +castigate -> castigated castigate castigating castigates +castigation -> castigations castigation +castilian -> castilian castilians +castlemead -> castlemead castlemeads +castle -> castle castles castled +castoff -> castoffs castoff +cast-off -> cast-off cast-offs +castor -> castor castors +castrate -> castrating castrated castrate castrates +castration -> castration castrations +castrato -> castrato castratos +castroite -> castroite castroites +casuality -> casuality casualities +casual -> casual casuals casualest +casualty -> casualties casualty +casuarina -> casuarina casuarinas +casuist -> casuists casuist +cataclysm -> cataclysm cataclysms +catacomb -> catacomb catacombs +catafalque -> catafalques catafalque +catagory -> catagories catagory +catalan -> catalans catalan +catalina -> catalina catalinas +catalog -> catalog catalogs +cataloguer -> cataloguer cataloguers +catalogue -> catalogue catalogues cataloguing catalogued +catalpa -> catalpa catalpas +catalyse -> catalyse catalysed catalysing catalyses +catalyst -> catalyst catalysts +catalyze -> catalyze catalyzes catalyzed +catamaran -> catamaran catamarans +catamite -> catamites catamite +catapult -> catapulted catapult catapulting catapults +cataract -> cataracts cataract +catarrh -> catarrh catarrhs catarrhed +catastrophe -> catastrophe catastrophes +catastrophise -> catastrophise catastrophising +cat-call -> cat-calls cat-call +catcall -> catcall catcalls +catch -> catching catch caught catches catched +catch-crop -> catch-crop catch-crops +catcher -> catcher catchers +catchy -> catchy catchier catchiest +catchline -> catchline catchlines +catchment -> catchment catchments +catchphrase -> catchphrase catchphrases +catch-phrase -> catch-phrase catch-phrases +catchword -> catchwords catchword +catechise -> catechise catechising catechises +catechism -> catechism catechisms +catechist -> catechist catechists +catechize -> catechize catechized catechizing +catecholamine -> catecholamines catecholamine +catechumen -> catechumens catechumen +categorisation -> categorisation categorisations +categoriser -> categorisers categoriser +categorise -> categorised categorising categorise categorises +categorization -> categorizations categorization +categorize -> categorize categorized categorizing categorizes +category -> categories category +catenary -> catenary catenaries +catenian -> catenian catenians +cater -> caters cater catered catering +caterer -> caterer caterers +caterpillar -> caterpillars caterpillar +caterwaul -> caterwaul caterwauling caterwauls +catfish -> catfish catfishes +cathar -> cathars cathar +cathect -> cathected cathecting +cathedral -> cathedrals cathedral +catherine-wheel -> catherine-wheel catherine-wheels +catheter -> catheters catheter +catheterise -> catheterise catheterised +cath'lic -> cath'lics cath'lic +cathlick -> cathlick cathlicks +cathode -> cathode cathodes +catholic -> catholic catholics +cation -> cation cations +catkin -> catkins catkin +cat-lover -> cat-lover cat-lovers +catnap -> catnap catnapping catnapped catnaps +cat -> cat cats catting +catspaw -> catspaw catspaws +catsuit -> catsuit catsuits +cattle-drive -> cattle-drive cattle-drives +cattleman -> cattleman cattlemen +cattle-pen -> cattle-pen cattle-pens +cattle-rancher -> cattle-ranchers cattle-rancher +cattle-rustler -> cattle-rustler cattle-rustlers +cattle-truck -> cattle-truck cattle-trucks +cattle-yard -> cattle-yards cattle-yard +catwalk -> catwalk catwalks +catwoman -> catwoman catwomen +caucasian -> caucasian caucasians +caudillo -> caudillo caudillos +caue -> caues caued +caught-and-bowled -> caught-and-bowleds caught-and-bowled +cauldhame -> cauldhames cauldhame +cauldron -> cauldron cauldrons +cauliflower -> cauliflower cauliflowers +caulker -> caulker caulkers +caur -> caurs caur +cau -> cau caus +causality -> causality causalities +causation -> causation causations +causative -> causative causatives +cause -> caused cause causing causes +causer -> causer causers +causeway -> causeway causeways causewayed +caustic -> caustic caustics +cauterise -> cauterising cauterised cauterise +cauterize -> cauterized cauterize +caution -> cautioned caution cautions cautioning +cavalcade -> cavalcade cavalcades +cavalier -> cavalier cavaliers +cavalry -> cavalry cavalries +cavalryman -> cavalryman cavalrymen +caveat -> caveats caveat +cave-in -> cave-in cave-ins +caveman -> caveman cavemen +cave-mouth -> cave-mouths cave-mouth +caver -> cavers caver +cavern -> cavern caverns +cave -> cave caves caved caving +cavesson -> cavesson cavessons +cavey -> caveys cavey +cavy -> cavy cavies +cavil -> cavil cavils cavilling cavilled +cavitate -> cavitated cavitate +cavity -> cavity cavities +cavort -> cavorted cavorting cavort cavorts +caw -> caw cawing cawed caws +cayman -> cayman caymans +cay -> cay cays caies +c-band -> c-band c-bands +cbe -> cbe cbes +cbo -> cbos cbo +cc -> cc ccs +cdna -> cdna cdnas +cdo -> cdos cdo +cd-rom -> cd-rom cd-roms +cd -> cd cds +cearl -> cearls cearl +cease -> cease ceased ceases ceasing +ceasefire -> ceasefire ceasefires +cedar -> cedar cedars +cede -> cede ceded ceding +cedi -> cedi cedis +cee -> cee cees +ceilidh -> ceilidh ceilidhs ceilidhing +ceiling -> ceiling ceilings +celadon -> celadon celadons +celandine -> celandines celandine +celeb -> celebs celeb +celebrant -> celebrant celebrants +celebrate -> celebrate celebrated celebrates celebrating +celebration -> celebrations celebration +celebrator -> celebrators celebrator +celebrity -> celebrity celebrities +celestion -> celestion celestions +celibate -> celibates celibate +cellarmaster -> cellarmaster cellarmasters +cellar -> cellar cellars +cell-block -> cell-block cell-blocks +cell-count -> cell-count cell-counts +cell-death -> cell-death cell-deaths +cellist -> cellist cellists +cellmate -> cellmate cellmates +cell-mate -> cell-mate cell-mates +cello -> cello cellos +cellphone -> cellphone cellphones +cell -> cell cells celled +cellulose -> cellulose celluloses +cel -> cel cels +celt -> celts celt +cement -> cement cementing cemented cements +cemetary -> cemetary cemetaries +cemetery -> cemeteries cemetery +cemetry -> cemetry cemetries +cenotaph -> cenotaph cenotaphs +censer -> censers censer +censor -> censored censor censors +censure -> censure censured censures censuring +census -> census censuses +centage -> centage centages +centaur -> centaur centaurs +centavo -> centavos centavo +centenarian -> centenarians centenarian +centenary -> centenary centenaries +center -> center centering centered centers +centesimal -> centesimal centesimals +centifolia -> centifolias centifolia +centile -> centile centiles +centilitre -> centilitres centilitre +centime -> centimes centime +centimeter -> centimeter centimeters +centimetre -> centimetres centimetre +centimorgan -> centimorgan centimorgans +centipede -> centipedes centipede +centralise -> centralises centralise centralising +centraliser -> centralisers centraliser +centralist -> centralist centralists +centrality -> centralities centrality +centralize -> centralizing centralize centralizes +centre-back -> centre-back centre-backs +centreboard -> centreboards centreboard +centre-fold -> centre-folds centre-fold +centrefold -> centrefold centrefolds +centre-forward -> centre-forward centre-forwards +centre-line -> centre-line centre-lines +centrepiece -> centrepiece centrepieces +centre-piece -> centre-piece centre-pieces +centre -> centre centres centred centring +centrifuge -> centrifuge centrifuges centrifuged centrifuging +centrist -> centrists centrist +centroid -> centroid centroids +centromere -> centromeres centromere +centro -> centro centros +centrosome -> centrosomes centrosome +cent -> cent cents +centurian -> centurian centurians +centuriate -> centuriate centuriated +century -> century centuries +centurion -> centurion centurions +ceo -> ceo ceos +cep -> ceps cep +cephalaspid -> cephalaspids cephalaspid +cephalochordate -> cephalochordates cephalochordate +cephalopod -> cephalopods cephalopod +cephalosporin -> cephalosporins cephalosporin +cepheid -> cepheid cepheids +cept -> cept cepting +'cept -> 'cept 'cepting +ceptor -> ceptor ceptors +ceramic -> ceramics ceramic +ceramide -> ceramides ceramide +cerate -> cerates cerate +ceratite -> ceratite ceratites +ceratopsian -> ceratopsians ceratopsian +cereale -> cereale cereales +cereal -> cereal cereals +cerebellum -> cerebellum cerebellums +cerebration -> cerebration cerebrations +cerement -> cerement cerements +ceremonial -> ceremonial ceremonials +ceremony -> ceremony ceremonies +cerillo -> cerillos cerillo +cerrado -> cerrados cerrado +certain -> certain certains +certainty -> certainty certainties +certificat -> certificats certificat +certificate -> certificate certificates certificated certificating +certification -> certification certifications +certify -> certify certified certifies certifying +certifier -> certifier certifiers +certitude -> certitude certitudes +cert -> cert certs +cerveza -> cervezas cerveza +cervix -> cervix cervixes +ce -> ce ces ced +cessation -> cessation cessations +cessna -> cessna cessnas +cesspit -> cesspit cesspits +cess-pit -> cess-pit cess-pits +cesspool -> cesspool cesspools +cetacean -> cetaceans cetacean +cfc -> cfc cfcs +cfel -> cfel cfels +cf -> cf cfs +cga -> cga cgas +chack -> chack chacking +chaddian -> chaddians chaddian +chadian -> chadian chadians +chador -> chador chadors +chad -> chad chads +chaebol -> chaebol chaebols +chaetognath -> chaetognath chaetognaths +chafe -> chafing chafed chafe chafes +chaff -> chaff chaffed chaffing chaffs +chaffer -> chaffer chaffering +chaffinch -> chaffinch chaffinches +chain -> chained chain chains chaining +chain-gang -> chain-gang chain-gangs +chain-link -> chain-link chain-links +chainplate -> chainplates chainplate +chainsaw -> chainsaw chainsaws chainsawed +chain-saw -> chain-saw chain-saws +chainsmoke -> chainsmoke chainsmoking +chainstore -> chainstores chainstore +chain-store -> chain-stores chain-store +chainsword -> chainsword chainswords +chair -> chaired chair chairs chairing +chair-back -> chair-backs chair-back +chairback -> chairback chairbacks +chairbear -> chairbear chairbears +chaircover -> chaircovers chaircovering +chair-leg -> chair-leg chair-legs +chairlift -> chairlift chairlifts +chair-lift -> chair-lift chair-lifts +chairmanship -> chairmanship chairmanships +chairman -> chairman chairmen chairmans +chair-o-plane -> chair-o-planes chair-o-plane +chairperson -> chairperson chairpersons +chairpersonship -> chairpersonships chairpersonship +chairwoman -> chairwomen chairwoman +chai -> chai chais +chaise-longue -> chaise-longue chaise-longues +chaise -> chaise chaises +chakra -> chakras chakra +chalcedony -> chalcedony chalcedonies +chalcidian -> chalcidians chalcidian +chaldee -> chaldees chaldee +chalet-bungalow -> chalet-bungalows chalet-bungalow +chalet -> chalet chalets +chalice -> chalice chalices +chalkboard -> chalkboard chalkboards +chalk -> chalk chalked chalking chalks +chalker -> chalker chalkers +chalky -> chalky chalkier +chalkland -> chalkland chalklands +chalkpit -> chalkpit chalkpits +challenge -> challenge challenged challenging challenges +challenger -> challenger challengers +chaloner -> chaloner chaloners +chamberlain -> chamberlain chamberlains +chamberlen -> chamberlen chamberlens +chamberlin -> chamberlin chamberlins +chambermaid -> chambermaids chambermaid +chamberpot -> chamberpots chamberpot +chamber-pot -> chamber-pot chamber-pots +chamber -> chamber chambers chambering +chameleon -> chameleon chameleons +chamfer -> chamfer chamfering chamfers chamfered +chamomile -> chamomile chamomiles +chamoun -> chamoun chamouns +champagne -> champagne champagnes +champ -> champ champing champs champed +champion -> champion champions championing championed +championship -> championships championship +champion-ship -> champion-ships champion-ship +champney -> champney champneys +chancellery -> chancellery chancelleries +chancellory -> chancellory chancellories +chancelloriid -> chancelloriids chancelloriid +chancellor -> chancellor chancellors +chancellorship -> chancellorship chancellorships +chancel -> chancel chancels +chancery -> chancery chanceries +chancer -> chancer chancers +chance -> chance chances chanced chancing +chancre -> chancre chancres +chancy -> chancier chancy chanciest +chandelier -> chandeliers chandelier +chandler -> chandler chandlers +change-agent -> change-agent change-agents +changeling -> changeling changelings +changeover -> changeover changeovers +change-point -> change-point change-points +changer -> changer changers +change -> change changes changing changed +changing-room -> changing-rooms changing-room +chang -> chang changs +channel -> channels channel channelled channelling +channele -> channeled channeling +chan -> chan channing +chanson -> chanson chansons +chant -> chanting chanted chant chants +chanterelle -> chanterelles chanterelle +chanter -> chanter chanters +chanteuse -> chanteuse chanteuses +chantry -> chantry chantries +chapbook -> chapbook chapbooks +chape -> chapes chape +chapelry -> chapelry chapelries +chapel -> chapel chapels +chaperon -> chaperons chaperoned chaperoning chaperon +chaperone -> chaperone chaperones +chaplaincy -> chaplaincy chaplaincies +chaplain -> chaplain chaplains +chaplet -> chaplet chaplets +chapman -> chapman chapmen +chappen -> chappen chappens +chappy -> chappy chappies +chap -> chap chaps chapped chapping +chapter -> chapters chapter +char -> charred char chars charring +charabanc -> charabancs charabanc +characin -> characin characins +characterisation -> characterisation characterisations +characterise -> characterise characterises characterised characterising +characteristic -> characteristic characteristics +characterization -> characterization characterizations +characterize -> characterized characterizes characterize characterizing +character -> character characters charactered +charango -> charango charangos +chara -> chara charas +charcoal-burner -> charcoal-burners charcoal-burner +charcoal -> charcoal charcoals charcoaled +charcutier -> charcutier charcutiers +chardonnay -> chardonnay chardonnays +chargecap -> chargecap chargecapped chargecaps +chargecard -> chargecards chargecard +charge -> charge charged charges charging +chargee -> chargees chargee +charge-hand -> charge-hands charge-hand +chargehand -> chargehand chargehands +chargeman -> chargemen chargeman +chargepayer -> chargepayers chargepayer +charge-payer -> charge-payer charge-payers +charger -> charger chargers +charidee -> charidee charidees +charioteer -> charioteers charioteer +chariot-horse -> chariot-horse chariot-horses +chariot -> chariot chariots +chariot-wheel -> chariot-wheel chariot-wheels +charismatic -> charismatic charismatics +charity -> charity charities +charity-school -> charity-school charity-schools +charlady -> charlady charladies +charlatan -> charlatan charlatans +charleston -> charlestoned charleston +charm -> charm charmed charms charming +charmer -> charmer charmers +charnel -> charnel charnels +charolle -> charolles charolle +charpoy -> charpoys charpoy +charrington -> charrington charringtons +chartbuster -> chartbusters chartbuster +charter -> chartered charter charters chartering +charterer -> charterers charterer +charterparty -> charterparty charterparties +chartist -> chartist chartists +chart-maker -> chart-maker chart-makers +chart -> chart charts charted charting +chart-topper -> chart-toppers chart-topper +charwoman -> charwoman charwomen +chaser -> chaser chasers +chase -> chased chases chasing chase +chasm -> chasm chasms +chasseur -> chasseurs chasseur +chasten -> chastening chasten chastens +chastise -> chastise chastised chastises chastising +chasuble -> chasuble chasubles +chatline -> chatlines chatline +chat-line -> chat-lines chat-line +chat-show -> chat-show chat-shows +chat -> chat chatted chatting chats +chattel -> chattel chattels +chatter -> chattering chatter chattered chatters +chatterbox -> chatterbox chatterboxes +chatterer -> chatterer chatterers +chatty -> chatty chattier +chattri -> chattris chattri +chat-up -> chat-up chat-ups +chaucerian -> chaucerian chaucerians +chauffer -> chauffered chauffer +chauffeur -> chauffeur chauffeurs chauffeured chauffeuring +chauldron -> chauldron chauldrons +chaume -> chaume chaumes +chauncy -> chauncy chauncys +chaung -> chaung chaunging +chau -> chau chaus +chauvinism -> chauvinism chauvinisms +chauvinist -> chauvinist chauvinists +chaw -> chawing chaw +cheapen -> cheapen cheapening cheapened cheapens +cheap -> cheap cheaper cheapest +cheapskate -> cheapskate cheapskates +cheap-thrill -> cheap-thrill cheap-thrills +cheapy -> cheapies cheapy +chear -> chearing chear +cheat -> cheating cheated cheat cheats +cheater -> cheater cheaters +checker -> checker checkers checkered +check-in -> check-in check-ins +checklist -> checklist checklists +check-list -> check-list check-lists +checkmark -> checkmarks checkmark +checkmate -> checkmate checkmated checkmates checkmating +checkout -> checkout checkouts +check-out -> check-out check-outs +check-point -> check-points check-point +checkpoint -> checkpoint checkpoints +check -> check checks checked checking +checkstay -> checkstays checkstay +checkup -> checkups checkup +check-up -> check-ups check-up +cheddar -> cheddar cheddars +cheddar-type -> cheddar-types cheddar-type +cheekbone -> cheekbones cheekbone +cheek-bone -> cheek-bones cheek-bone +cheeky -> cheeky cheekier cheekiest +cheek -> cheek cheeks cheeking cheeked +cheep -> cheeped cheep cheeps cheeping +cheer -> cheer cheered cheers cheering +cheery -> cheery cheeriest cheerier +cheerleader -> cheerleaders cheerleader +chee -> chee chees +cheeseboard -> cheeseboard cheeseboards +cheeseburger -> cheeseburger cheeseburgers +cheese-cake -> cheese-cakes cheese-cake +cheesecake -> cheesecake cheesecakes +cheese-maker -> cheese-makers cheese-maker +cheesemaker -> cheesemaker cheesemakers +cheesemonger -> cheesemonger cheesemongers +cheese-paring -> cheese-paring cheese-parings +cheese -> cheese cheeses cheesed +cheetah -> cheetah cheetahs +chef-d'oeuvre -> chef-d'oeuvre chef-d'oeuvres +chef -> chef chefs +cheif -> cheifest cheif +chela -> chela chelas +chelate -> chelates chelating chelate +chelator -> chelator chelators +chelonian -> chelonians chelonian +chemical -> chemical chemicals +chemical-weapon -> chemical-weapons chemical-weapon +chemise -> chemise chemises +chemist -> chemist chemists +chemoattractant -> chemoattractants chemoattractant +chemoreceptor -> chemoreceptor chemoreceptors +chemstation -> chemstation chemstations +chena -> chenas chena +chequebook -> chequebooks chequebook chequebooking +cheque-book -> cheque-book cheque-books +chequer -> chequers chequer +chequerboard -> chequerboards chequerboard +cheque -> cheque cheques chequed +cher -> chers cher +cherish -> cherish cherishes cherished cherishing +cherokee -> cherokee cherokees +cheroot -> cheroot cheroots +cherry -> cherry cherries cherrys +chert -> chert cherts +cherubin -> cherubins cherubin +cherub -> cherub cherubs cherubim +chessboard -> chessboard chessboards +chess-board -> chess-board chess-boards +chessman -> chessmen chessman +chess-player -> chess-players chess-player +chessplayer -> chessplayer chessplayers +chesterfield -> chesterfield chesterfields +chestnut -> chestnut chestnuts +chestnut-seller -> chestnut-seller chestnut-sellers +chestnut-tree -> chestnut-trees chestnut-tree +chest -> chest chests chested chesting +chetnik -> chetniks chetnik +chettiar -> chettiars chettiar +chevalier -> chevaliers chevalier +chevrolet -> chevrolet chevrolets +chevron -> chevron chevrons chevroned +chevvy -> chevvy chevvys chevvies +chevy -> chevy chevys +chew -> chewing chewed chew chews +chewy -> chewy chewier +chianti -> chianti chiantis +chibol -> chibols chibol +chicagoan -> chicagoans chicagoan +chicane -> chicanes chicane +chica -> chica chicas +chicken -> chicken chickened chickens chickening +chickpea -> chickpeas chickpea +chick -> chick chicks +chickweed -> chickweed chickweeds +chicory -> chicory chicories +chide -> chides chided chiding chide +chidlow -> chidlows chidlow +chiefdom -> chiefdom chiefdoms +chief -> chief chiefs chiefest +chieftaincy -> chieftaincy chieftaincies +chieftain -> chieftain chieftains +chiel -> chiel chiels +chiffchaff -> chiffchaff chiffchaffs +chiff-chaff -> chiff-chaff chiff-chaffs +chiffonnier -> chiffonnier chiffonniers +chigger -> chiggers chigger +chignon -> chignon chignons +chihuahua -> chihuahua chihuahuas +chilblain -> chilblains chilblain +child -> children child childed childs childrens +child-actor -> child-actor child-actors +child-bearer -> child-bearers child-bearer +childhood -> childhood childhoods +childishness -> childishness childishnesses +child-minder -> child-minders child-minder +childminder -> childminder childminders +child-molester -> child-molester child-molesters +child-woman -> child-woman child-women +chilean -> chilean chileans +chily -> chilied chilies +chili -> chili chilis +chill -> chilled chill chilling chills chiller +chilly -> chilly chillies chillier chilliest +chillim -> chillim chillims +chilli -> chilli chillis +chimaera -> chimaeras chimaera +chime -> chimes chimed chime chiming +chimera -> chimera chimeras +chimneybreast -> chimneybreast chimneybreasts +chimney-breast -> chimney-breast chimney-breasts +chimney-piece -> chimney-pieces chimney-piece +chimneypiece -> chimneypiece chimneypieces +chimney-pot -> chimney-pots chimney-pot +chimneypot -> chimneypot chimneypots +chimney -> chimney chimneys +chimneystack -> chimneystacks chimneystack +chimney-stack -> chimney-stack chimney-stacks +chimney-sweep -> chimney-sweeps chimney-sweep +chimney-sweeper -> chimney-sweepers chimney-sweeper +chimp -> chimps chimp +chimpanzee -> chimpanzee chimpanzees +chinaman -> chinaman chinamen +chinchilla -> chinchilla chinchillas +chine -> chine chines chined +chinese -> chinese chineses +chink -> chink chinks chinked chinking +chino -> chinos chino +chinook -> chinook chinooks +chin -> chin chins chinned +chin-up -> chin-ups chin-up +chionodoxa -> chionodoxa chionodoxas +chipboard -> chipboard chipboards +chipmaker -> chipmakers chipmaker +chipmunk -> chipmunk chipmunks +chipolata -> chipolata chipolatas +chipp -> chipps chipp +chip -> chips chipped chip chipping +chipper -> chipper chippers +chippy -> chippies chippy +chipset -> chipset chipsets +chiricahua -> chiricahua chiricahuas +chironomid -> chironomid chironomids +chiropodist -> chiropodist chiropodists +chiropracter -> chiropracter chiropracters +chiropractor -> chiropractors chiropractor +chirp -> chirped chirp chirping chirps +chirrupe -> chirruping chirruped +chirrup -> chirrup chirrups chirrupped +chirwa -> chirwa chirwas +chisel -> chiselled chiselling chisels chisel +chiton -> chitons chiton +chit -> chit chits chitting +chitter -> chittering chittered chitter +chitty -> chitty chitties +chive -> chive chives +chivvy -> chivvy chivvied chivvying chivvies +chivy -> chivy chivying +ch'kassian -> ch'kassians ch'kassian +chloramine -> chloramines chloramine +chloride -> chloride chlorides +chlorinator -> chlorinator chlorinators +chlorine -> chlorine chlorines +chlorobenzoate -> chlorobenzoate chlorobenzoates +chlorofluorocarbon -> chlorofluorocarbons chlorofluorocarbon +chlorophyll -> chlorophyll chlorophylls +chlorophyte -> chlorophyte chlorophytes +chloroplast -> chloroplasts chloroplast +chocaholic -> chocaholics chocaholic +choccy -> choccies choccy +choc-ice -> choc-ice choc-ices +chock -> chocked chocks chock chocking +chocoholic -> chocoholics chocoholic +chocolate-box -> chocolate-box chocolate-boxes +chocolate -> chocolate chocolates +choc -> choc chocs +choice -> choice choices +choinnich -> choinnich choinnichs +choirboy -> choirboys choirboy +choirmaster -> choirmasters choirmaster +choirman -> choirman choirmen +choir -> choir choirs choired +chokeapple -> chokeapples chokeapple +choke -> choke choked choking chokes +choker -> choker chokers +cholangiocarcinoma -> cholangiocarcinoma cholangiocarcinomas +cholangiogram -> cholangiogram cholangiograms +cholangiography -> cholangiography cholangiographies +cholecystectography -> cholecystectography cholecystectographies +cholecystectomy -> cholecystectomy cholecystectomies +cholecystolithotomy -> cholecystolithotomy cholecystolithotomies +cholecystoscope -> cholecystoscope cholecystoscopes +choleric -> choleric cholerics +cholmondeley -> cholmondeley cholmondeleys +cholo -> cholos cholo +chomp -> chomping chomp chomped chomps +chomper -> chompers chomper +chomskian -> chomskian chomskians +chondrite -> chondrite chondrites +chook -> chook chooked +choon -> choon choons +chooser -> choosers chooser +choosy -> choosy choosier +chop-house -> chop-houses chop-house +chopper -> chopper choppers choppering +choppy -> choppy choppier +chop -> chops chopping chop chopped +chopstick -> chopsticks chopstick +chorale -> chorale chorales +chordate -> chordates chordate +chord -> chord chords chording +chore -> chores chore +choreographer -> choreographers choreographer +choreography -> choreography choreographies +choreograph -> choreographed choreographs choreographing choreograph +chorister -> choristers chorister +chorizo -> chorizo chorizos +choro -> choros choro +chortle -> chortles chortling chortled chortle +chorus -> chorus chorused choruses +choose -> choose chosen chose choosing chooses +chough -> choughs chough +chrissake -> chrissake chrissakes +christadelphian -> christadelphian christadelphians +christen -> christened christen christening +christenyng -> christenyng christenyngs +christian -> christians christian +christianise -> christianising christianised +christianize -> christianize christianizing +christiano -> christianos christiano +christy -> christy christies +christology -> christology christologies +christo -> christo christos +christ -> christ christs +chromate -> chromate chromates +chromaticism -> chromaticisms chromaticism +chromatic -> chromatic chromatics +chromatid -> chromatid chromatids +chromatogram -> chromatograms chromatogram +chromatograph -> chromatographs chromatograph chromatographed +chromatophore -> chromatophores chromatophore +chrome -> chrome chromed chromes +chromide -> chromide chromides +chromocentre -> chromocentres chromocentre +chromomere -> chromomeres chromomere +chromophore -> chromophores chromophore +chromoprotein -> chromoprotein chromoproteins +chromosome -> chromosomes chromosome +chronicle -> chronicled chronicle chronicling chronicles +chronicler -> chroniclers chronicler +chronic -> chronic chronics +chrono -> chronos chrono +chronograph -> chronograph chronographs +chronology -> chronology chronologies +chronometer -> chronometer chronometers +chronotope -> chronotope chronotopes +chronozone -> chronozones chronozone +chrysalid -> chrysalids chrysalid +chrysanthemum -> chrysanthemums chrysanthemum +chrysler -> chrysler chryslers +chrysom -> chrysom chrysoms +chrysoprase -> chrysoprases chrysoprase +ch -> ch chs ches +ch'ship -> ch'ship ch'ships +chuba -> chubas chuba +chubby -> chubby chubbier +chuch -> chuch chuches +chuck -> chuck chucked chucks chucking +chuckle -> chuckled chuckling chuckle chuckles +chucky -> chuckies chucky +chuff -> chuffing chuff chuffs +chug -> chugged chugs chug chugging +chukchi -> chukchi chukchis +chukka -> chukka chukkas +chum -> chums chum +chump -> chump chumps +chunder -> chunder chundered chunders +chunk -> chunks chunk chunked chunking +chunky -> chunky chunkiest chunkier chunkies +chunnel -> chunnel chunnels +chunter -> chuntering chunter chuntered +chur -> churring chur churred +church -> church churches churchs churched churching +churchgoer -> churchgoers churchgoer +church-goer -> church-goers church-goer +churchman -> churchmen churchman churchmans +church-man -> church-men church-man +churchmanship -> churchmanships churchmanship +church-tower -> church-tower church-towers +church-warden -> church-wardens church-warden +churchwarden -> churchwarden churchwardens +churchyard -> churchyard churchyards +churl -> churls churl +churn -> churned churns churning churn +chuse -> chuse chuses chusing +chuter -> chuter chuters +chute -> chute chutes chuted +'chute -> 'chute 'chutes +chutney -> chutneys chutney +ci -> cis ci +cibachrome -> cibachrome cibachromes +cicada -> cicadas cicada +cicatrice -> cicatrices cicatrice +cicerone -> cicerone cicerones +cichlasoma -> cichlasoma cichlasomas +cichlid -> cichlids cichlid +cidaroid -> cidaroid cidaroids +cidermaker -> cidermaker cidermakers +cider -> cider ciders +cielo -> cielo cielos +cigar-box -> cigar-boxes cigar-box +cigar-end -> cigar-end cigar-ends +cigarette-end -> cigarette-end cigarette-ends +cigarette -> cigarette cigarettes +cigar -> cigar cigars +ciggy -> ciggies ciggy +cig -> cig cigs +cill -> cill cills +cime -> cimes cime +cimetidine -> cimetidine cimetidines +cinch -> cinch cinched +cinchonero -> cinchonero cinchoneros +cinder -> cinders cinder cindered +cinderblock -> cinderblock cinderblocks +cinderella -> cinderella cinderellas +cineaste -> cineaste cineastes +cine-camera -> cine-camera cine-cameras +cine-film -> cine-films cine-film +cineloop -> cineloops cineloop +cinema-goer -> cinema-goers cinema-goer +cinemagoer -> cinemagoer cinemagoers +cinema -> cinema cinemas +cinematographer -> cinematographers cinematographer +cineraria -> cinerarias cineraria +cinnabar -> cinnabar cinnabars +cipher -> ciphers cipher ciphered +cip -> cip cips +circ -> circs circ +circle -> circle circles circling circled +circlet -> circlet circlets +circlip -> circlip circlips +circuit-board -> circuit-boards circuit-board +circuit-breaker -> circuit-breakers circuit-breaker +circuit -> circuit circuits circuited circuiting +circularise -> circularised circularising circularise +circularity -> circularity circularities +circularize -> circularize circularized +circular -> circular circulars +circulate -> circulate circulating circulated circulates +circulation -> circulation circulations +circulator -> circulators circulator +circumambulate -> circumambulate circumambulating circumambulated +circumcise -> circumcising circumcised circumcise +circumcision -> circumcision circumcisions +circumference -> circumference circumferences +circumflex -> circumflex circumflexes +circumlocution -> circumlocutions circumlocution +circumnavigate -> circumnavigate circumnavigated circumnavigating circumnavigates +circumnavigation -> circumnavigation circumnavigations +circumscribe -> circumscribed circumscribe circumscribing circumscribes +circumscription -> circumscription circumscriptions +circumstance -> circumstances circumstance circumstanced +circumvent -> circumvented circumvent circumventing circumvents +circus -> circus circuses +cirque -> cirque cirques +cirrhotic -> cirrhotic cirrhotics +cirsium -> cirsium cirsiums +cirv -> cirv cirvs +cisc -> cisc ciscs +cissy -> cissy cissies +cist -> cists cist +cistercian -> cistercian cistercians +cistern -> cistern cisterns +cit -> cits cit +citadel -> citadel citadels +citation -> citation citations +citator -> citator citators +cite -> cited cite cites citing +citicorp -> citicorp citicorps +citizen -> citizens citizen +citizenship -> citizenship citizenships +citizen-soldier -> citizen-soldiers citizen-soldier +citoyen -> citoyen citoyens +citrate -> citrate citrated +citron -> citron citrons +city -> cities city citys citied +city-dweller -> city-dwellers city-dweller +city-region -> city-regions city-region +city-republic -> city-republics city-republic +cityscape -> cityscape cityscapes +city-state -> city-state city-states +civet -> civet civets +civic -> civics civic +civilianise -> civilianising civilianised +civilian -> civilian civilians +civilisation -> civilisation civilisations +civiliser -> civilisers civiliser +civilise -> civilise civilising civilises +civility -> civility civilities +civilization -> civilization civilizations +civil -> civil civils +civita -> civitas civita +civitate -> civitate civitates +civ -> civ civs +civvy -> civvies civvy +cizeta -> cizeta cizetas +cla -> clas cla +clack -> clack clacking clacked +clade -> clades clade +cladist -> cladists cladist +cladistic -> cladistics cladistic +cladogram -> cladograms cladogram +clad -> clad clads cladding +claimant -> claimant claimants +claim -> claim claimed claims claiming +claimer -> claimer claimers +clairvoyant -> clairvoyant clairvoyants +clam -> clams clam clammed clamming +clamber -> clambered clambering clamber clambers +clammy -> clammy clammying +clamour -> clamours clamoured clamouring clamour +clamp -> clamped clamp clamping clamps +clampdown -> clampdown clampdowns +clamper -> clampers clamper +clandestin -> clandestins clandestin +clanger -> clangers clanger +clang -> clang clanging clangs +clank -> clank clanking clanked clanks +clan -> clan clans +clansman -> clansman clansmen +clap -> clapped clap clapping claps +clapper -> clappers clapper +clapper-board -> clapper-boards clapper-board +claret -> claret clarets +clarification -> clarification clarifications +clarifier -> clarifier clarifiers +clarify -> clarified clarify clarifying clarifies +clarinet -> clarinet clarinets +clarity -> clarity clarities +clarkia -> clarkias clarkia +clarkson -> clarkson clarksons +clar -> clar clars +clash -> clashing clash clashes clashed +clasp -> clasps clasped clasping clasp +clasper -> clasper claspers +class-division -> class-division class-divisions +class -> class classes classed classing +classical -> classical classicals +classicist -> classicist classicists +classicize -> classicizing classicized +classic -> classic classics +classy -> classy classier classiest +classification -> classification classifications +classifier -> classifier classifiers +classify -> classified classify classifying classifies +classique -> classiques classique +class-mark -> class-mark class-marks +classmate -> classmates classmate +classroom -> classroom classrooms +class-room -> class-room class-rooms +class-struggle -> class-struggle class-struggles +clastic -> clastic clastics +clast -> clast clasts +clatter -> clattered clatters clatter clattering +clause -> clause clauses +claustrophobic -> claustrophobic claustrophobics +clavecin -> clavecin clavecins +claver -> clavers claver +clavichord -> clavichord clavichords +clavicle -> clavicles clavicle +clawback -> clawbacks clawback +claw-back -> claw-backs claw-back +claw -> claw claws clawed clawing +clayey-lignite -> clayey-lignite clayey-lignites +clayey-silt -> clayey-silts clayey-silt +claymore -> claymore claymores +clay-pigeon -> clay-pigeon clay-pigeons +clay-pipe -> clay-pipes clay-pipe +claypit -> claypit claypits +clay -> clay clays clayed +claystone -> claystone claystones +cleak -> cleaks cleak +clean -> clean cleaning cleaned cleaner cleanest cleans +cleanser -> cleanser cleansers +clean-sheet -> clean-sheets clean-sheet +cleanse -> cleansed cleansing cleanse cleanses +cleanup -> cleanup cleanups +clean-up -> clean-up clean-ups +clearance -> clearances clearance +clearcut -> clearcut clearcutting +clearence -> clearences clearence +clear -> clear clearest clearing clearer cleared clears +clearinghouse -> clearinghouse clearinghouses +clearing-house -> clearing-house clearing-houses +clear-out -> clear-out clear-outs +clearway -> clearway clearways +cleat -> cleats cleated cleat cleating +cleavage -> cleavage cleavages +cleaver -> cleavers cleaver +cleave -> cleave cleaves cleaving cleaved +clee -> clee clees +clef -> clef clefs +cleft -> cleft clefts +clementine -> clementine clementines +clench -> clenched clench clenching clenches +clerc -> clercs clerc +clerestory -> clerestory clerestoried clerestories +clergyman -> clergyman clergymen +cleric -> clerics cleric +clerical -> clerical clericals +clerihew -> clerihew clerihews +clerkess -> clerkess clerkesses +clerk -> clerk clerks clerking +clerkship -> clerkship clerkships +cleruchy -> cleruchies cleruchy +clerval -> clerval clervals +clever -> clever cleverest cleverer +cleverness -> cleverness clevernesses +cleve -> cleve cleves +clew -> clew clews +cliche -> cliches cliche +clich -> clich clichs +click -> click clicked clicking clicks +client -> clients client +clientage -> clientage clientages +clientele -> clientele clienteles +client-server -> client-server client-servers +clientship -> clientship clientships +cliffhanger -> cliffhanger cliffhangers +cliff-hanger -> cliff-hanger cliff-hangers +cliff -> cliff cliffs +cliffside -> cliffside cliffsides +clifftop -> clifftops clifftop +cliff-top -> cliff-top cliff-tops +cliff-wall -> cliff-walls cliff-wall +clift -> clift clifts +climate -> climate climates +climatologist -> climatologists climatologist +climax -> climax climaxed climaxes climaxing +climbdown -> climbdown climbdowns +climb-down -> climb-down climb-downs +climber -> climbers climber +climbing-frame -> climbing-frames climbing-frame +climb -> climb climbs climbing climbed +clime -> clime climes +clinch -> clinched clinches clinch clinching +cline -> cline clines +clinger -> clingers clinger +clingfilm -> clingfilm clingfilms +clingy -> clingy clingier +clinician -> clinician clinicians +clinic -> clinic clinics +clink -> clinking clinked clink clinks +clinker -> clinker clinkers clinkered clinkering +clinoptilolite -> clinoptilolite clinoptilolites +clinopyroxene -> clinopyroxenes clinopyroxene +clint -> clints clint +clipboard -> clipboard clipboards +clip-on -> clip-on clip-ons +clip -> clips clipped clipping clip +clipper -> clippers clipper +clique -> clique cliques +clitoridectomy -> clitoridectomy clitoridectomies +clo -> clos clo +cloaca -> cloaca cloacas +cloak -> cloak cloaked cloaks cloaking +cloakroom -> cloakrooms cloakroom +clobber -> clobber clobbering clobbered +cloch -> cloches cloch +clocher -> clochered clocher +clock -> clock clocked clocks clocking +clocker -> clockers clocker +clockmaker -> clockmaker clockmakers +clock-maker -> clock-maker clock-makers +clock-tower -> clock-tower clock-towers +clod -> clods clod +clog -> clogs clog clogged clogging +clogg -> cloggs clogg +clogger -> cloggers clogger +cloggy -> cloggy cloggies +cloister -> cloister cloisters cloistered +clomp -> clomp clomping clomped +clonality -> clonality clonalities +clone -> clones clone +clonemaker -> clonemaker clonemakers +cloner -> cloners cloner +clon -> cloned cloning clon +clonk -> clonks clonk clonked +clop -> clopping clopped clop clops +close -> close closed closer closest closing closes +closed-door -> closed-door closed-doors +closed-worlder -> closed-worlder closed-worlders +closeness -> closeness closenesses +close-quarter -> close-quarter close-quarters +closet -> closet closeted closets closetting +close-up -> close-ups close-up +closeup -> closeup closeups +closure -> closures closure +clot -> clotting clot clotted clots +clothe -> clothed clothe cloathing +clothes-horse -> clothes-horse clothes-horses +clothesline -> clothesline clotheslines +clothes-line -> clothes-line clothes-lines +clothes-peg -> clothes-pegs clothes-peg +clothier -> clothier clothiers +clothing -> clothing clothings +cloth -> cloth cloths +clothworker -> clothworkers clothworker +cloudburst -> cloudburst cloudbursts +cloudy -> cloudy cloudier +cloudlet -> cloudlets cloudlet +cloud -> cloud clouds clouded clouding +cloudscape -> cloudscape cloudscapes +cloud-shape -> cloud-shapes cloud-shape +cloud-top -> cloud-tops cloud-top +clough -> clough cloughs +clout -> clout clouted clouting clouts +clove -> cloves clove +clover -> clover clovers +clownfish -> clownfish clownfishes +clown -> clowning clowns clown +cloy -> cloy cloyed cloys +cloyster -> cloyster cloysters +clubber -> clubbers clubber +clubface -> clubface clubfaces +clubhead -> clubhead clubheads +clubhouse -> clubhouse clubhouses +clubmaker -> clubmaker clubmakers +clubmate -> clubmate clubmates +club-mate -> club-mate club-mates +clubman -> clubman clubmen +clubmoss -> clubmosses clubmoss +clubrep -> clubreps clubrep +clubroom -> clubroom clubrooms +club -> club clubs clubbed clubbing +cluck -> clucks clucked clucking cluck +clue -> clues clue clued +clumpy -> clumpy clumpier +clump -> clump clumps clumped clumping +clumsy -> clumsy clumsier clumsiest +cling -> clings clung cling clinging +cluniac -> cluniac cluniacs +clunk -> clunked clunk clunking clunks +clusterer -> clusterers clusterer +cluster -> cluster clusters clustered clustering +clutch -> clutching clutched clutch clutches +clutter -> clutters clutter cluttered cluttering +clutton -> clutton cluttons +clydesider -> clydesiders clydesider +cm -> cm cms +cnaa-institution -> cnaa-institution cnaa-institutions +cnidarian -> cnidarians cnidarian +coachbuilder -> coachbuilders coachbuilder +coach -> coaches coached coach coaching +coach-house -> coach-house coach-houses +coaching-inn -> coaching-inns coaching-inn +coachliner -> coachliners coachliner +coachload -> coachloads coachload +coach-load -> coach-loads coach-load +coachman -> coachmen coachman +coachwork -> coachwork coachworks +co-act -> co-act co-acting +coadjutor -> coadjutor coadjutors +coagulate -> coagulates coagulate coagulating coagulated +coagulation -> coagulation coagulations +coal -> coals coal coaling +coal-cutter -> coal-cutter coal-cutters +coalesce -> coalesced coalescing coalesce coalesces +coal-face -> coal-face coal-faces +coalfield -> coalfield coalfields +coal-hole -> coal-hole coal-holes +coalhouse -> coalhouse coalhouses +coalitionist -> coalitionists coalitionist +coalition -> coalition coalitions +coalman -> coalman coalmen +coalmine -> coalmining coalmine coalmines +coalminer -> coalminers coalminer +coal-miner -> coal-miners coal-miner +coal-mine -> coal-mine coal-mines +coal-owner -> coal-owner coal-owners +coal-shed -> coal-shed coal-sheds +coal-tip -> coal-tips coal-tip +coaly -> coalies coaly +coaming -> coamings coaming +coardinate -> coardinated coardinating +coarse -> coarser coarse coarsest coarsing +coarsen -> coarsening coarsen coarsened coarsens +coaster -> coaster coasters +coastguard -> coastguards coastguard +coastland -> coastlands coastland +coastline -> coastline coastlines +coast -> coast coasts coasting coasted +coat -> coat coated coats coating +coathanger -> coathanger coathangers +coat-hanger -> coat-hanger coat-hangers +coat-hook -> coat-hooks coat-hook +coat-tail -> coat-tails coat-tail +coauthor -> coauthor coauthors +co-author -> co-author co-authors +coax -> coax coaxed coaxing coaxes +cobber -> cobbers cobber +cobble -> cobbles cobbled cobbling cobble +cobbler -> cobbler cobblers +cobblestone -> cobblestones cobblestone +cobdenite -> cobdenite cobdenites +coble -> cobles coble +cobra -> cobra cobras +cob -> cob cobs cobbed +cobweb -> cobwebs cobweb cobwebbed +coccus -> coccus cocci +coccolith -> coccoliths coccolith +co-chair -> co-chairs co-chaired co-chair co-chairing +co-chairman -> co-chairman co-chairmen +cochlea -> cochlea cochleas +cochon -> cochon cochons +co-citation -> co-citation co-citations +cockade -> cockade cockades cockaded +cock-a-doodle-doo -> cock-a-doodle-doo cock-a-doodle-doos +cockatiel -> cockatiels cockatiel +cockatoo -> cockatoo cockatoos +cockatrice -> cockatrice cockatrices +cockchafer -> cockchafer cockchafers +cockerel -> cockerel cockerels +cockernee -> cockernee cockernees +cockfight -> cockfight cockfights cockfighting +cocky -> cocky cockier cockiest +cockle -> cockles cockle cockling +cockler -> cockler cocklers +cockleshell -> cockleshell cockleshells +cockneyism -> cockneyisms cockneyism +cockney -> cockney cockneys +cockpit -> cockpit cockpits +cockram -> cockram cockrams +cockroach -> cockroaches cockroach +cock -> cock cocks cocking cocked +cocksucker -> cocksuckers cocksucker +cocktail -> cocktail cocktails +cock-up -> cock-ups cock-up +cockup -> cockup cockups +cocoa -> cocoa cocoas +co-conspirator -> co-conspirator co-conspirators +co-constituent -> co-constituents co-constituent +co-consultant -> co-consultants co-consultant +co-contractor -> co-contractor co-contractors +coconut -> coconut coconuts +cocoon -> cocoon cocooned cocoons cocooning +cocotte -> cocotte cocottes +co-counsellor -> co-counsellor co-counsellors +co-creator -> co-creators co-creator +coculture -> cocultured coculture cocultures +co-curator -> co-curator co-curators +coda -> coda codas +cod -> cod codding cods +coddle -> coddle coddled coddling +codebreaker -> codebreakers codebreaker +code-breaker -> code-breakers code-breaker +co-debtor -> co-debtor co-debtors +codec -> codec codecs +code -> code coded codes coding +co-defendant -> co-defendants co-defendant +codeine -> codeine codeines +codename -> codename codenamed codenames +code-name -> code-name code-names +coder -> coders coder +code-sheet -> code-sheet code-sheets +co-develope -> co-developed co-developing +codeword -> codewords codeword +codex -> codices codex codexes +codger -> codger codgers +codicil -> codicil codicils +cody -> cody codies +codification -> codification codifications +codifier -> codifiers codifier +codify -> codified codifying codify codifies +co-director -> co-director co-directors +co-discoverer -> co-discoverers co-discoverer +codling -> codling codlings +codon -> codon codons +codpiece -> codpieces codpiece +co-driver -> co-driver co-drivers +co-edit -> co-editing co-edited +co-editor -> co-editor co-editors +coefficient -> coefficients coefficient +co-efficient -> co-efficients co-efficient +coelacanth -> coelacanth coelacanths +coelenterate -> coelenterates coelenterate +coeliac -> coeliac coeliacs +coelom -> coeloms coelom +coelurosaur -> coelurosaurs coelurosaur +coelute -> coelutes coelute coeluted +co-emperor -> co-emperor co-emperors +coenzyme -> coenzyme coenzymes +coerce -> coerce coerces coerced coercing +coercion -> coercion coercions +coercivity -> coercivities coercivity +coe -> coe coes +coeur -> coeur coeurs +coeval -> coeval coevals +coevolution -> coevolution coevolutions +co-exist -> co-exist co-existed co-existing co-exists +coexist -> coexist coexisting coexisted coexists +coexpress -> coexpressed coexpress +cofactor -> cofactors cofactor +co-favourite -> co-favourite co-favourites +coffee-break -> coffee-breaks coffee-break +coffee-cup -> coffee-cup coffee-cups +coffee-filter -> coffee-filters coffee-filter +coffee-house -> coffee-house coffee-houses +coffee-machine -> coffee-machine coffee-machines +coffee-mug -> coffee-mug coffee-mugs +coffee-pot -> coffee-pot coffee-pots +coffee -> coffee coffees +coffer -> coffers coffer coffering +cofferer -> cofferers cofferer +coffin -> coffins coffin +coffin-maker -> coffin-maker coffin-makers +co-finance -> co-financed co-finance +co-founder -> co-founders co-founder +co-fund -> co-funded co-funding co-funds +cogen -> cogen cogens +cogitate -> cogitate cogitated cogitating +cogitation -> cogitations cogitation +cognac -> cognac cognacs +cognate -> cognate cognates +cognition -> cognition cognitions +cognitivist -> cognitivists cognitivist +cog -> cog cogs +cogwheel -> cogwheels cogwheel +cog-wheel -> cog-wheel cog-wheels +cohabitant -> cohabitants cohabitant +co-habitation -> co-habitation co-habitations +cohabitee -> cohabitees cohabitee +co-habitee -> co-habitee co-habitees +cohabit -> cohabit cohabiting cohabited cohabits +cohabitor -> cohabitors cohabitor +co-habit -> co-habit co-habits co-habiting co-habited +co-headline -> co-headline co-headlining +coheir -> coheirs coheir +co-heiress -> co-heiresses co-heiress +co-heir -> co-heir co-heirs +coherence -> coherence coherences +cohere -> cohere coheres +coher -> cohered cohering +cohesion -> cohesion cohesions +cohort -> cohorts cohort cohorting +co-host -> co-hosted co-host co-hosts co-hosting +coif -> coifs coif +coiffeur -> coiffeured coiffeur coiffeurs +coiffeuse -> coiffeuses coiffeuse +coiffure -> coiffure coiffures coiffured coiffuring +coille -> coille coilles +coil -> coil coils coiling coiled +coin -> coins coin coined coining +coinage -> coinage coinages +co-incide -> co-incided co-incide co-inciding co-incides +coincide -> coincide coincided coincides coinciding +coincidence -> coincidence coincidences +coiner -> coiners coiner +coin-op -> coin-ops coin-op +coinshoot -> coinshoot coinshooting +coire -> coire coires +coke -> coke cokes coking coked +colander -> colanders colander +cola -> cola colas +colby -> colby colbys +colchicum -> colchicum colchicums +colclough -> colclough colcloughs +cold-frame -> cold-frames cold-frame +coldheart -> coldhearted coldheart +cold -> cold colds colder coldest +cold-sore -> cold-sores cold-sore +cold-store -> cold-store cold-stores +co-leader -> co-leaders co-leader +colectomy -> colectomy colectomies +colegio -> colegio colegios +cole -> cole coles +coley -> coley coleys +colic -> colics colic +coliform -> coliform coliforms +colitic -> colitic colitics +collaborate -> collaborating collaborated collaborate collaborates +collaboration -> collaboration collaborations +collaborator -> collaborators collaborator +collagenase -> collagenase collagenases +collagen -> collagen collagens +collage -> collage collages collaged +collam -> collams collam +collapse -> collapse collapsed collapses collapsing +collapsible -> collapsible collapsibles +collar -> collars collar +collarbone -> collarbone collarbones +collar-bone -> collar-bone collar-bones +collare -> collared collare collaring +collateral -> collateral collaterals +collate -> collate collating collates collated +collator -> collator collators +colle -> colles colle +colleage -> colleages colleage +colleague -> colleagues colleague +collect -> collecting collect collected collects +collectable -> collectables collectable +collectible -> collectible collectibles +collection -> collection collections +collective -> collective collectives +collectivise -> collectivised collectivise +collectivism -> collectivism collectivisms +collectivist -> collectivists collectivist +collectivity -> collectivities collectivity +collectivization -> collectivization collectivizations +collector -> collector collectors +colleen -> colleens colleen +college -> college colleges +collegue -> collegue collegues +collery -> collery colleries +collet -> collet collets +collide -> collide collided colliding collides +collider -> collider colliders +colliery -> colliery collieries +collier -> collier colliers +collimate -> collimating collimate +collision -> collision collisions +collocate -> collocates collocate +collocation -> collocation collocations +collograph -> collographs collograph +colloid -> colloids colloid +colloquialism -> colloquialism colloquialisms +colloquy -> colloquy colloquies +collude -> colluding colluded collude colludes +colly -> collies colly +co-localize -> co-localized co-localizes +cologne -> cologne colognes +cololur -> cololur cololurs +colombian -> colombian colombians +colon -> colons colon +colone -> colones colone +colonel -> colonel colonels +colonialism -> colonialism colonialisms +colonialist -> colonialist colonialists +colonial -> colonial colonials +colonic -> colonic colonics +colony -> colony colonies +colonise -> colonising colonised colonise colonises +coloniser -> colonisers coloniser +colonist -> colonists colonist +colonization -> colonization colonizations +colonize -> colonized colonize colonizes colonizing +colonizer -> colonizers colonizer +colonnade -> colonnade colonnades +colono -> colonos colono +colonocyte -> colonocytes colonocyte +colonoscopy -> colonoscopy colonoscopies +colonscopy -> colonscopy colonscopies +colorado -> colorado colorados +colorant -> colorants colorant +coloration -> coloration colorations +colore -> coloring colored colore colores +colorimeter -> colorimeters colorimeter +color -> color colors +colosseum -> colosseum colosseums +colossian -> colossians colossian +colostomy -> colostomy colostomies +colourant -> colourant colourants +colouration -> colouration colourations +colourcode -> colourcoded colourcode +colour-code -> colour-codes colour-code +colour-form -> colour-form colour-forms +colourist -> colourist colourists +colour-marker -> colour-marker colour-markers +colour-mark -> colour-mark colour-marks +colourprint -> colourprinting colourprinted +colour -> colour colours colouring coloured +colourwash -> colourwashing colourwash colourwashed +colour-wash -> colour-wash colour-washes +colourway -> colourway colourways +colour-word -> colour-word colour-words +colporteur -> colporteurs colporteur +col -> col cols +colt -> colts colt colting +colugo -> colugo colugos +columbian -> columbians columbian +columbine -> columbine columbines +columnist -> columnist columnists +column -> column columns columned +comag -> comag comags +co-manage -> co-manage co-managed +co-manager -> co-managers co-manager +comandante -> comandante comandantes +coma -> coma comas +comb -> combed comb combing combs +combatant -> combatant combatants +combat -> combat combatting combating combatted combats combated +combe -> combes combe +comber -> combers comber +combination -> combination combinations +combine -> combine combines combined combining +combipen -> combipen combipens +combi-steamer -> combi-steamer combi-steamers +combo -> combo combos +comb-sack -> comb-sacks comb-sack +combust -> combusted combust combusting +combustible -> combustible combustibles +combustion -> combustion combustions +'come -> 'coming 'come +comeback -> comeback comebacks +come-back -> come-back come-backs +comedian -> comedians comedian +come-down -> come-down come-downs +comedy -> comedies comedy +comedy-thriller -> comedy-thriller comedy-thrillers +come-hither -> come-hither come-hithers +comely -> comely comelier comeliest +co-member -> co-members co-member +come-on -> come-on come-ons +comer -> comers comer +comestible -> comestibles comestible +comet -> comets comet +comeuppance -> comeuppance comeuppances +come-uppance -> come-uppance come-uppances +comfy -> comfy comfier +comfit -> comfit comfits +comfort -> comforted comfort comforting comforts +comforter -> comforters comforter +comfrey -> comfreys comfrey +comic-book -> comic-book comic-books +comic -> comic comics +co-migrate -> co-migrating co-migrates +comigrate -> comigrated comigrating comigrates +comin -> comin comins +comintern -> comintern cominterns +comittee -> comittee comittees +comm -> comms comm +command -> command commanded commanding commands +commandeer -> commandeered commandeer commandeering +commander -> commander commanders +commandment -> commandments commandment +commando -> commandos commando +comma -> comma commas +comm-call -> comm-calls comm-call +commemmorate -> commemmorate commemmorating commemmorates +commemorate -> commemorate commemorated commemorates commemorating +commemoration -> commemoration commemorations +commemorative -> commemorative commemoratives +commence -> commence commenced commencing commences +commend -> commended commend commends commending +commendation -> commendation commendations +commensal -> commensal commensals +commentary -> commentary commentaries +commentate -> commentating commentate commentated commentates +commentator -> commentators commentator +comment -> commented comments comment commenting +commerciale -> commerciale commerciales +commercialise -> commercialise commercialised commercialising +commercialize -> commercialize commercializing +commercial -> commercial commercials +commer -> commer commers +commie -> commie commies +commingle -> commingle commingling commingled +commiserate -> commiserated commiserating commiserate commiserates +commiseration -> commiseration commiserations +commision -> commision commisioned +commisioner -> commisioner commisioners +commissaire -> commissaire commissaires +commissar -> commissars commissar +commissariat -> commissariat commissariats +commissary -> commissary commissaries +commissionaire -> commissionaire commissionaires +commission -> commission commissioned commissions commissioning +commissioner -> commissioner commissioners +commisson -> commissons commisson +commissure -> commissure commissures +commitment -> commitment commitments +committal -> committal committals +committeeman -> committeeman committeemen +committee-room -> committee-rooms committee-room +committee -> committee committees +commit-tee -> commit-tee commit-tees +commit -> committed committing commit commits commited commiting +committment -> committment committments +commmunist -> commmunists commmunist +commode -> commodes commode +commodify -> commodified commodify +commodity -> commodity commodities +commodore -> commodore commodores +commonality -> commonality commonalities +commone -> commonest commoner commone +common -> common commoning commoned +commonplace -> commonplace commonplaces +common-place -> common-place common-places +common-room -> common-room common-rooms +commonwealth -> commonwealth commonwealths +commotion -> commotion commotions +communale -> communale communales +communicant -> communicants communicant +communicate -> communicate communicates communicated communicating +communication -> communication communications +communicator -> communicator communicators +commune -> commune communing communes communed +communion -> communion communions +communist -> communist communists +communitarian -> communitarian communitarians +community -> community communities +commutation -> commutations commutation +commutator -> commutator commutators +commute -> commuted commute commuting commutes +commuter -> commuters commuter +compact -> compact compacted compacts compacting compacter +compactor -> compactor compactors +compadre -> compadres compadre +company -> company companies companys companying +companion -> companion companions companioning +companionship -> companionship companionships +companionway -> companionway companionways +comparable -> comparable comparables +comparative -> comparative comparatives +comparator -> comparator comparators +compare -> compared compare comparing compares +comparison -> comparison comparisons +compartmentalise -> compartmentalised compartmentalises compartmentalise compartmentalising +compartmentalize -> compartmentalizes compartmentalizing compartmentalize compartmentalized +compartment -> compartment compartments compartmented +compa -> compa compas +compass -> compass compasses compassed +compatibility -> compatibility compatibilities +compatible -> compatible compatibles +compatriot -> compatriots compatriot +compel -> compelled compelling compel compels +compendium -> compendium compendiums compendia +compensate -> compensates compensated compensate compensating +compensation -> compensation compensations +comper -> compering comper compered compers +compere -> compere comperes +compess -> compess compesses +compete -> competed compete competing competes +competence -> competence competences +competency -> competency competencies +competit -> competit competiting +competition -> competition competitions +competitive -> competitive competitives +competitor -> competitor competitors +compilation -> compilation compilations +compile -> compile compiled compiles compiling +compiler -> compiler compilers +complain -> complains complain complained complaining +complainant -> complainant complainants +complainer -> complainers complainer +complaint -> complaint complaints +compleat -> compleat compleatest compleated +complementary -> complementary complementaries +complementarity -> complementarity complementarities +complementiser -> complementisers complementiser +complement -> complement complements complementing complemented +complete -> complete completed completes completing completer completest +completion -> completion completions +completist -> completist completists +complex -> complex complexes complexed complexing complexs +complexion -> complexion complexions +complexity -> complexity complexities +compliance -> compliance compliances +complicate -> complicate complicating complicates +complication -> complications complication +complicity -> complicity complicities +complimentary -> complimentary complimentaries +compliment -> compliment complimenting compliments complimented +comply -> complied comply complying complies +component -> components component +comport -> comport comporting comports comported +composer -> composer composers +compose -> composed composes compose composing +composing-room -> composing-room composing-rooms +composite -> composite composites +composit -> composits compositing composit +composition -> composition compositions +compositor -> compositor compositors +compost-maker -> compost-maker compost-makers +compost -> compost composts composted composting +compote -> compote compotes +compound -> compounded compound compounds compounding +compradore -> compradores compradore +comprador -> comprador compradors +comprehend -> comprehend comprehended comprehends comprehending +comprehensive -> comprehensive comprehensives +comprend -> comprend comprends +compress -> compressed compress compressing compresses +compressibility -> compressibility compressibilities +compression -> compression compressions +compressor -> compressor compressors +comprise -> comprises comprising comprise comprised +compromiser -> compromiser compromisers +compromise -> compromise compromising compromises compromised +comp -> comp comps comping +compstation -> compstation compstations +compulsion -> compulsion compulsions +compulsive -> compulsive compulsives +compulsory -> compulsory compulsories +compunction -> compunction compunctions +computakit -> computakit computakits +computation -> computations computation +compute -> computes compute computed +computerise -> computerising computerise computerises +computerize -> computerize computerizing +computer-literate -> computer-literate computer-literates +computer-maker -> computer-makers computer-maker +computer -> computer computers +computilliterate -> computilliterates computilliterate +comrade -> comrade comrades +com -> com coms comming +con-artist -> con-artists con-artist +conc -> concs conc +concatenate -> concatenated concatenating concatenate concatenates +concatenation -> concatenation concatenations +concave -> concave concaves +concavity -> concavity concavities +conceal -> conceals concealing concealed conceal +concealment -> concealment concealments +concede -> conceded concede concedes conceding +conceed -> conceeded conceed conceeding +conceede -> conceedes conceede +conceit -> conceit conceits +conceive -> conceiving conceived conceive conceives +concelebrate -> concelebrate concelebrating concelebrated +concentrate -> concentrated concentrate concentrates concentrating +concentration -> concentration concentrations +concentrator -> concentrators concentrator +concentr -> concentr concentred +concept -> concepts concept +conception -> conception conceptions +conceptualisation -> conceptualisation conceptualisations +conceptualise -> conceptualising conceptualised conceptualise conceptualises +conceptualist -> conceptualist conceptualists +conceptualization -> conceptualization conceptualizations +conceptualize -> conceptualized conceptualizing conceptualize conceptualizes +concern -> concern concerns concerning +concertante -> concertante concertantes +concert-goer -> concert-goers concert-goer +concert-hall -> concert-hall concert-halls +concertina -> concertina concertinas +concert-master -> concert-masters concert-master +concerto -> concertos concerto +concert -> concert concerts concerting +concession -> concessions concession +concessionaire -> concessionaires concessionaire +conchoid -> conchoid conchoids +concho-spiral -> concho-spiral concho-spirals +conch -> conch conchs conches +conchy -> conchies conchy +concierge -> concierge concierges +concieve -> concieving concieve +conciliarist -> conciliarists conciliarist +conciliate -> conciliate conciliated conciliating +conciliation -> conciliation conciliations +conciliator -> conciliators conciliator +conclave -> conclave conclaves +conclude -> concluded conclude concluding concludes +conclusion -> conclusion conclusions +concoct -> concocted concoct concocting concocts +concoction -> concoctions concoction +concolor -> concolor concolors +concomitant -> concomitants concomitant +concordancer -> concordancer concordancers +concordance -> concordance concordancing concordances +concordat -> concordat concordats +concourse -> concourse concourses +concrete -> concrete concreted concreting concretes +concrete-mixer -> concrete-mixers concrete-mixer +concretion -> concretions concretion +concretise -> concretise concretised +concretize -> concretized concretizing concretize +concubine -> concubines concubine +concurrent -> concurrent concurrents +concur -> concurred concurs concur concurring +concuss -> concussed concussing concuss +concussion -> concussion concussions +condemnation -> condemnation condemnations +condemn -> condemned condemns condemning condemn +condensate -> condensate condensates +condensation -> condensation condensations +condense -> condensed condense condenses condensing +condenser -> condensers condenser +condescend -> condescended condescend condescends +condiment -> condiment condiments +conditional -> conditional conditionals +conditioner -> conditioner conditioners +condition -> condition conditions conditioned conditioning +condition-set -> condition-sets condition-set +condo -> condos condo +condole -> condole condoled condoling +condolence -> condolence condolences +condominium -> condominium condominiums +condom -> condom condoms +condon -> condoning condon +condone -> condone condoned condones +condor -> condor condors +conduce -> conduces conduce conduced +conduct -> conducting conduct conducted conducts +conductance -> conductance conductances +conductivity -> conductivity conductivities +conductor -> conductors conductor +conductress -> conductress conductresses +conduit -> conduit conduits +condyle -> condyle condyles +condyloma -> condyloma condylomas +cone -> cones cone +conern -> conern conerning +coney -> coney coneys +confab -> confabs confab +confabulation -> confabulation confabulations +confect -> confect confected confects +confectioner -> confectioners confectioner +confectionery -> confectionery confectioneries +confection -> confection confections +confederate -> confederate confederated confederates confederating +confederation -> confederation confederations +confer -> conferred confer confers conferring confering +conferee -> conferees conferee +conference-goer -> conference-goer conference-goers +conference -> conference conferences +conferment -> conferment conferments +confess -> confess confesses confessed confessing +confession -> confessions confession +confessional -> confessional confessionals +confessor -> confessor confessors +confidante -> confidante confidantes +confidant -> confidant confidants +confide -> confide confided confides confiding +confidence -> confidence confidences +configuration -> configuration configurations +configure -> configured configuring configure configures +confinement -> confinement confinements +confine -> confined confines confine confining +confirmation -> confirmation confirmations +confirm -> confirming confirmed confirm confirms +confiscate -> confiscated confiscate confiscating +confiscation -> confiscation confiscations +confit -> confit confits +conflab -> conflab conflabs +conflagration -> conflagration conflagrations +conflate -> conflates conflated conflating conflate +conflation -> conflation conflations +conflict -> conflict conflicts conflicted conflicting +confluence -> confluence confluences +conformation -> conformation conformations +conformer -> conformer conformers +conformist -> conformists conformist +conform -> conform conforms conforming conformed +confound -> confounds confound confounding confounded +confounder -> confounders confounder +confraternity -> confraternity confraternities +confrontation -> confrontation confrontations +confront -> confront confronts confronted confronting +confucian -> confucian confucians +confusable -> confusable confusables +confuse -> confuse confuses confusing +confusion -> confusion confusions +confute -> confutes confuted confute +conga -> conga congas +congeal -> congealed congeals congealing congeal +congener -> congener congeners +conger -> conger congers +cong -> cong congest +congest -> congests congesting +congestion -> congestion congestions +congle -> congles congle +conglomerate -> conglomerate conglomerates conglomerating +conglomeration -> conglomeration conglomerations +congratulate -> congratulate congratulated congratulates congratulating +congregate -> congregate congregated congregating congregates +congregationalist -> congregationalist congregationalists +congregation -> congregation congregations +congress -> congress congresses congressed +congressman -> congressmen congressman +congruence -> congruence congruences +conic -> conic conics +conifer -> conifer conifers +conjecture -> conjecture conjectures conjectured conjecturing +conjoin -> conjoined conjoin conjoining conjoins +conjoncture -> conjonctures conjoncture +conjour -> conjour conjours +conjugal -> conjugal conjugals +conjugate -> conjugate conjugated conjugates conjugating +conjugation -> conjugation conjugations +conjunct -> conjuncts conjunct +conjunction -> conjunction conjunctions +conjuncture -> conjuncture conjunctures +conjuration -> conjurations conjuration +conjure -> conjures conjure conjured conjuring +conjurer -> conjurer conjurers +conjuror -> conjuror conjurors +conk -> conked conk conking +conker -> conkers conkering conker +conman -> conman conmen +con-man -> con-man con-men +connect -> connected connect connects connecting +connection -> connection connections +connective -> connective connectives +connectivity -> connectivity connectivities +connector -> connector connectors +connexion -> connexion connexions +connive -> connived conniving connive connives +connoisseur -> connoisseur connoisseurs +connon -> connon connons +connotate -> connotate connotated +connotation -> connotations connotation +connote -> connotes connoted connote connoting +conodont -> conodont conodonts +conquer -> conquer conquered conquers conquering +conqueror -> conqueror conquerors +conquest -> conquest conquests +conquistador -> conquistadores conquistador conquistadors +conrod -> conrod conrods +con-rod -> con-rod con-rods +con -> con cons conned conning coning coned +conscience -> conscience consciences +conscientise -> conscientise conscientised +consciousness -> consciousness consciousnesses +conscript -> conscripts conscript conscripted conscripting +conscription -> conscription conscriptions +consecrate -> consecrated consecrate consecrating consecrates +consecration -> consecration consecrations +conseiller -> conseillers conseiller +conseil -> conseil conseils +consejo -> consejo consejos +consent -> consent consenting consented consents +consequence -> consequence consequences +consequential -> consequential consequentials +consequent -> consequent consequents +conservationist -> conservationists conservationist +conservation -> conservation conservations +conservative -> conservative conservatives +conservatoire -> conservatoire conservatoires +conservatory -> conservatory conservatories +conservator -> conservator conservators +conserve -> conserving conserve conserved conserves +conserver -> conservers conserver +consider -> considered consider considering considers +consideration -> consideration considerations +consignee -> consignee consignees +consigner -> consigners consigner +consignment -> consignment consignments +consignor -> consignors consignor +consign -> consigned consigns consign consigning +consistency -> consistency consistencies +consistory -> consistory consistories +consist -> consisted consists consisting consist +consol -> consols consol +consolation -> consolation consolations +console -> consoled console consoles consoling +consolidate -> consolidating consolidated consolidate consolidates +consolidation -> consolidation consolidations +consolidator -> consolidators consolidator +consonance -> consonance consonances +consonant -> consonant consonants +consort -> consorting consort consorted consorts +consortium -> consortium consortiums +conspecific -> conspecific conspecifics +conspiracy -> conspiracy conspiracies +conspirator -> conspirators conspirator +conspire -> conspiring conspire conspired conspires +constable -> constable constables +constabulary -> constabulary constabularies +constancy -> constancy constancies +constantino -> constantino constantinos +constant -> constant constants +constellation -> constellation constellations +constipate -> constipated constipating +constipation -> constipation constipations +constituency -> constituencies constituency +constituent -> constituent constituents +constitute -> constitute constitutes constituted constituting +constitutionalist -> constitutionalist constitutionalists +constitutionalize -> constitutionalize constitutionalized +constitutional -> constitutional constitutionals +constitution -> constitution constitutions +constrain -> constrained constrain constraining constrains +constraint -> constraints constraint +constrict -> constricting constricted constrict constricts +constriction -> constrictions constriction +constrictor -> constrictor constrictors +construal -> construal construals +construct -> constructing constructed construct constructs +constructionist -> constructionists constructionist +construction -> construction constructions +constructivist -> constructivist constructivists +constructor -> constructors constructor +construe -> construed construing construe construes +const -> const consts +consulate -> consulate consulates +consul -> consul consuls +consultancy -> consultancy consultancies +consultant -> consultant consultants +consultation -> consultation consultations +consult -> consult consulted consulting consults +consulter -> consulters consulter +consulting-room -> consulting-room consulting-rooms +consumable -> consumable consumables +consumate -> consumate consumated +consume -> consume consumed consuming consumes +consumerist -> consumerist consumerists +consumer -> consumer consumers +consummate -> consummate consummated consummating consummates +consumption -> consumption consumptions +consumptive -> consumptive consumptives +contactee -> contactee contactees +contactor -> contactors contactor +contact-rate -> contact-rates contact-rate +contact -> contact contacts contacted contacting +contact-tracer -> contact-tracers contact-tracer +container -> containers container +contain -> contains containing contain contained +containment -> containment containments +contaminant -> contaminants contaminant +contaminate -> contaminates contaminating contaminated contaminate +contamination -> contamination contaminations +contamine -> contamine contamines +contango -> contango contangos +contant -> contants contant +contemn -> contemn contemned +contemnor -> contemnor contemnors +contemplate -> contemplated contemplating contemplate contemplates +contemplation -> contemplation contemplations +contemplative -> contemplative contemplatives +contemporary -> contemporary contemporaries +contempt -> contempt contempts +contender -> contender contenders +contend -> contend contends contending contended +content -> contents content contented contenting +contention -> contention contentions +conte -> conte contes +contessa -> contessa contessas +contestant -> contestants contestant +contest -> contests contested contest contesting +context -> context contexts +context-specification -> context-specifications context-specification +context-table -> context-table context-tables +contextualise -> contextualise contextualising contextualised +contextualist -> contextualist contextualists +contextualize -> contextualizing contextualized contextualize +contig -> contig contigs +contiguity -> contiguity contiguities +contine -> contined contine +continental -> continental continentals +continent -> continent continents +cont -> cont conting +contingency -> contingency contingencies +contingent -> contingent contingents +continuant -> continuant continuants +continuation -> continuation continuations +continuative -> continuative continuatives +continuator -> continuators continuator +continue -> continue continuing continues continued continueing +continuity -> continuity continuities +contol -> contolled contol +contort -> contorted contort contorting contorts +contortion -> contortions contortion +contortionist -> contortionist contortionists +contour -> contours contour contouring contoured +contraceptive -> contraceptives contraceptive +contraction -> contraction contractions +contractorise -> contractorised contractorising +contractor -> contractor contractors +contract -> contract contracts contracting contracted +contractualist -> contractualists contractualist +contradict -> contradicts contradicted contradict contradicting +contradiction -> contradiction contradictions +contradictory -> contradictory contradictories +contraflow -> contraflow contraflows +contraindicate -> contraindicated contraindicate +contra-indication -> contra-indications contra-indication +contraindication -> contraindication contraindications +contralto -> contraltos contralto +contrapositive -> contrapositive contrapositives +contraption -> contraptions contraption +contrarian -> contrarian contrarians +contrariant -> contrariants contrariant +contrary -> contrary contraries +contrariety -> contrarieties contrariety +contra -> contra contras +contrast -> contrast contrasts contrasted contrasting +contrat -> contrat contrats +contravene -> contravenes contravened contravening contravene +contravener -> contravener contraveners +contravention -> contravention contraventions +contribition -> contribitions contribition +contributary -> contributaries contributary +contribute -> contribute contributed contributing contributes +contribution -> contributions contribution +contributory -> contributory contributories +contributor -> contributor contributors +con-trick -> con-trick con-tricks +contrivance -> contrivance contrivances +contrive -> contriving contrived contrive contrives +contriver -> contrivers contriver +controle -> controle controling +controllable -> controllable controllables +control -> control controlled controls controlling +controller -> controller controllers +controversialist -> controversialists controversialist +controversy -> controversy controversies +controvert -> controverted controvert controverting controverts +contry -> contries contry +contusion -> contusion contusions +conulariid -> conulariids conulariid +conundrum -> conundrum conundrums +conurbation -> conurbations conurbation +convair -> convair convairs +convalesce -> convalescing convalesce convalesced +convalescent -> convalescent convalescents +convector -> convector convectors +convect -> convect convects +convenant -> convenant convenants convenanted +convene -> convene convened convenes +convener -> convener conveners +convenience -> convenience conveniences +convenor -> convenor convenors +conventicle -> conventicle conventicles +conventionalism -> conventionalism conventionalisms +conventionalist -> conventionalists conventionalist +conventionality -> conventionality conventionalities +conventioneer -> conventioneers conventioneer +convention -> convention conventions +convent -> convent convents convented +convergence -> convergence convergences +convergency -> convergencies convergency +converge -> converge converging converged converges +conver -> conver convers +conversationalist -> conversationalist conversationalists +conversationist -> conversationist conversationists +conversation -> conversation conversations +conversation-stopper -> conversation-stopper conversation-stoppers +conversative -> conversatives conversative +converse -> converse conversed conversing converses +conversion -> conversion conversions +convert -> convert converted converting converts +converter -> converter converters +convertible -> convertible convertibles +convertor -> convertor convertors +convexity -> convexity convexities +conveyancer -> conveyancers conveyancer +conveyance -> conveyance conveyances +convey -> convey conveyed conveys conveying +conveyer -> conveyer conveyers +conveyor-belt -> conveyor-belts conveyor-belt +conveyor -> conveyor conveyors +convict -> convicted convicting convicts convict +conviction -> conviction convictions +convince -> convince convinces convincing +convocation -> convocation convocations +convoke -> convoking convokes convoked convoke +convolute -> convolutes convolute +convolution -> convolution convolutions +convoy -> convoy convoys convoying +convulse -> convulsed convulse convulsing convulses +convulsion -> convulsions convulsion +co-occurrence -> co-occurrence co-occurrences +co-occur -> co-occur co-occurs co-occurring co-occurred +coo -> coo cooing coos +cook-book -> cook-books cook-book +cookbook -> cookbook cookbooks +cooker -> cooker cookers +cookery-book -> cookery-book cookery-books +cookhouse -> cookhouse cookhouses +cooky -> cooky cookies +cook -> cook cooking cooked cooks +cooking-pot -> cooking-pot cooking-pots +cook-maid -> cook-maid cook-maids +cook-off -> cook-offs cook-off +cookpot -> cookpots cookpot +cookshop -> cookshops cookshop +coolant -> coolant coolants +cool -> cool cooled cooling coolest cooler cools +coolie -> coolie coolies +coon -> coon coons +coop -> cooped coop coops +co-op -> co-ops co-op +cooperate -> cooperating cooperate cooperates cooperated +co-operate -> co-operate co-operated co-operating co-operates +cooperation -> cooperation cooperations +co-operation -> co-operation co-operations +cooperative -> cooperative cooperatives +co-operative -> co-operative co-operatives +cooperator -> cooperators cooperator +co-operator -> co-operator co-operators +cooper -> cooper coopers coopering coopered +coopt -> coopted coopt coopts coopting +co-opt -> co-opted co-opt co-opting co-opts +co-optee -> co-optees co-optee +co-option -> co-option co-options +coordinate -> coordinated coordinate coordinating coordinates +co-ordinate -> co-ordinate co-ordinating co-ordinated co-ordinates +coordination -> coordination coordinations +co-ordination -> co-ordination co-ordinations +coordinator -> coordinator coordinators +co-ordinator -> co-ordinator co-ordinators +co-organiser -> co-organiser co-organisers +coot -> coots coot +co-own -> co-owned co-own +co-owner -> co-owner co-owners +copain -> copains copain +coparcener -> coparceners coparcener +co-parent -> co-parent co-parented +co-partner -> co-partner co-partners +copenhagener -> copenhagener copenhageners +copepod -> copepods copepod +copernican -> copernican copernicans +coper -> coper copers +copier -> copiers copier +copy -> copy copies copied copying +co-pilot -> co-pilot co-pilots +cope -> cope coping coped copes +copolymer -> copolymer copolymers +cop-out -> cop-out cop-outs +coppen -> coppen coppens +copperhead -> copperheads copperhead +copperplate -> copperplate copperplates +copper-plate -> copper-plate copper-plates +copper -> copper coppers coppered coppering +coppersmith -> coppersmith coppersmiths +coppice -> coppice coppices coppicing +coppin -> coppin coppins +coppist -> coppist coppists +copp -> copp copps +co-present -> co-presented co-present co-presents co-presenting +co-presenter -> co-presenter co-presenters +co-president -> co-president co-presidents +co-prince -> co-prince co-princes +coprocessor -> coprocessor coprocessors +co-processor -> co-processor co-processors +co-produce -> co-produced co-produce co-producing co-produces +co-producer -> co-producer co-producers +coproduction -> coproduction coproductions +co-production -> co-production co-productions +cop -> cop cops copped copping +copse -> copse copses +copt -> copts copt +copter -> copters copter coptered +copublish -> copublished copublish +copulate -> copulate copulated copulating copulates +copulation -> copulation copulations +copurify -> copurifying copurified +copybook -> copybook copybooks +copy-book -> copy-book copy-books +copycat -> copycats copycat +copy-editor -> copy-editors copy-editor +copyguard -> copyguarding copyguards copyguard +copyhold -> copyholds copyhold +copyholder -> copyholders copyholder +copyist -> copyists copyist +copyright -> copyright copyrights copyrighted +copytaker -> copytakers copytaker +copywriter -> copywriter copywriters +copy-writer -> copy-writer copy-writers +coquet -> coquetting coquet +coquette -> coquette coquettes +coracle -> coracle coracles +coral -> corals coral coralled +corallite -> corallite corallites +corbel -> corbels corbel corbelled corbelling +corbiere -> corbiere corbieres +cordaite -> cordaite cordaites +cordelia -> cordelia cordelias +corde -> corde cordes +cordial -> cordial cordials +cordillera -> cordilleras cordillera +cording -> cordings cording +cordoba -> cordoba cordobas +cordon -> cordon cordons cordoned cordoning +cord -> cord cords corded +corduroy -> corduroy corduroys +cordwainer -> cordwainer cordwainers +cordyline -> cordyline cordylines +co-refer -> co-refer co-refers co-referring +coreldraw -> coreldraw coreldraws +corer -> corers corer +core -> core cores cored coring +co-researcher -> co-researchers co-researcher +co-resident -> co-residents co-resident +coriander -> coriander corianders +corinthian -> corinthian corinthians +corker -> corker corkers +cork -> cork corks corked corking +corkscrew -> corkscrews corkscrew corkscrewing corkscrewed +cork-stopper -> cork-stopper cork-stoppers +corm -> corms corm +cormack -> cormack cormacks +cormorant -> cormorants cormorant +corn-cob -> corn-cob corn-cobs +corncockle -> corncockle corncockles +corncrake -> corncrakes corncrake +cornea -> corneas cornea +cornelian -> cornelians cornelian +corner-kick -> corner-kick corner-kicks +corner -> corner corners cornered cornering +cornerstone -> cornerstone cornerstones +corner-stone -> corner-stone corner-stones +cornet -> cornet cornets +cornettist -> cornettist cornettists +cornetto -> cornettos cornetto +cornett -> cornett cornetts +cornfield -> cornfields cornfield +corn-field -> corn-fields corn-field +cornflake -> cornflake cornflakes +cornflower -> cornflowers cornflower +cornice -> cornice cornices corniced cornicing +corny -> corny corniest cornies +cornishman -> cornishman cornishmen +cornland -> cornlands cornland +corn-market -> corn-market corn-markets +corn -> corn corns corning +corn-stack -> corn-stacks corn-stack +cornstalk -> cornstalk cornstalks +cornucopia -> cornucopia cornucopias +corollary -> corollary corollaries +corolla -> corolla corollas +coronary -> coronary coronaries +corona -> corona coronas +coronation -> coronation coronations +coroner -> coroner coroners +coronet -> coronet coronets +co-rotate -> co-rotate co-rotating +corot -> corot corots +corporal -> corporal corporals +corporate -> corporate corporates +corporation -> corporation corporations +corporatist -> corporatist corporatists +corpo -> corpo corpos +corpse -> corpses corpse +corpuscle -> corpuscles corpuscle +corpuscularian -> corpuscularian corpuscularians +corral -> corral corralled corrals corralling +correct -> correct corrected correcting corrects +correctionalist -> correctionalist correctionalists +correction -> correction corrections +corrective -> corrective correctives +corrector -> corrector correctors +correlate -> correlated correlate correlating correlates +correlation -> correlation correlations +correlative -> correlatives correlative +correspondence-computation -> correspondence-computation correspondence-computations +correspondence -> correspondence correspondences +correspondent -> correspondent correspondents +correspond -> correspond corresponds corresponded corresponding +corridor -> corridor corridors +corroborate -> corroborated corroborate corroborating corroborates +corroboration -> corroboration corroborations +corroboree -> corroboree corroborees +corrode -> corroded corrodes corroding corrode +corrodian -> corrodians corrodian +corrody -> corrodies corrody +corrosive -> corrosive corrosives +corr -> corr corrs +corrugate -> corrugate corrugating +corrugation -> corrugations corrugation +corrupt -> corrupt corrupted corrupts corrupting corrupter +corruption -> corruption corruptions +corry -> corries corry +corsage -> corsages corsage +corsair -> corsair corsairs +corselet -> corselet corselets +corset -> corset corsets +corsican -> corsican corsicans +cortex -> cortex cortexes +corticosteroid -> corticosteroids corticosteroid +cortijo -> cortijo cortijos +cortisone -> cortisone cortisones +coruscate -> coruscating coruscated +corve -> corve corves +corvette -> corvette corvettes +corvid -> corvids corvid +cory -> cory corys +cosh -> cosh coshed coshes +cosy -> cosy cosiest cosier cosies cosying cosied +co-signatory -> co-signatories co-signatory +cosine -> cosine cosines +co-skipper -> co-skippers co-skipper co-skippered +cosmeticize -> cosmeticize cosmeticized +cosmetic -> cosmetic cosmetics +cosmetologist -> cosmetologist cosmetologists +cosmic-ray -> cosmic-ray cosmic-rays +cosmic -> cosmic cosmics +cosmid -> cosmid cosmids +cosmique -> cosmique cosmiques +cosmology -> cosmology cosmologies +cosmologist -> cosmologists cosmologist +cosmonaut -> cosmonauts cosmonaut +cosmopolitan -> cosmopolitan cosmopolitans +co-sponsore -> co-sponsored co-sponsoring +co-sponsor -> co-sponsor co-sponsors +cossack -> cossacks cossack +cossart -> cossart cossarts +cosset -> cossets cosset cossetting cosseting cossetted cosseted +costain -> costain costaining +co-star -> co-starred co-stars co-star co-starring +costa -> costa costas +cost-centre -> cost-centre cost-centres +cost-cutter -> cost-cutter cost-cutters +cost-driver -> cost-drivers cost-driver +costermonger -> costermongers costermonger +coster -> coster costers +coste -> coste costes +costly -> costly costliest costlier +cost-reduction -> cost-reductions cost-reduction +cost -> cost costs costing costed +cost-saving -> cost-saving cost-savings +costume -> costumes costume costumed costuming +costumier -> costumier costumiers +cot -> cots cot +co-tenant -> co-tenants co-tenant +co-therapist -> co-therapists co-therapist +cotinga -> cotinga cotingas +cotoneaster -> cotoneaster cotoneasters +co-transfect -> co-transfected co-transfecting +cotransfection -> cotransfections cotransfection +co-transfection -> co-transfection co-transfections +co-trustee -> co-trustees co-trustee +cottager -> cottagers cottager +cottage -> cottage cottages +cottar -> cottars cottar +cotte -> cottes cotte +cotter -> cotter cotters +cotton -> cottoned cotton cottons cottoning +cotton-mill -> cotton-mills cotton-mill +cotton-spinner -> cotton-spinner cotton-spinners +cottonwood -> cottonwood cottonwoods +cotyledon -> cotyledon cotyledons +couch -> couched couch couches couching +couchette -> couchettes couchette +cough -> cough coughed coughs coughing +cougher -> cougher coughers +couloir -> couloir couloirs +coulomb -> coulombs coulomb +coulommier -> coulommiers coulommier +coulter -> coulter coulters +councillor -> councillor councillors +councilman -> councilman councilmen +council -> council councils councilled councilling +coun -> coun couns +counseiller -> counseiller counseillers +counsel -> counsel counselled counsels counselling +counsellee -> counsellee counsellees +counsellor -> counsellors counsellor +count -> counted count counting counts +countenance -> countenance countenanced countenances countenancing +counter-accusation -> counter-accusations counter-accusation +counter-act -> counter-act counter-acted +counteract -> counteract counteracting counteracted counteracts +counteraction -> counteraction counteractions +counter-adaptation -> counter-adaptations counter-adaptation +counterargument -> counterargument counterarguments +counter-argument -> counter-argument counter-arguments +counter-assertion -> counter-assertions counter-assertion +counterattack -> counterattack counterattacked counterattacks +counter-attack -> counter-attack counter-attacks counter-attacked counter-attacking +counter-attraction -> counter-attractions counter-attraction +counter-balance -> counter-balance counter-balanced counter-balances counter-balancing +counterbalance -> counterbalanced counterbalances counterbalance counterbalancing +counterblast -> counterblast counterblasts counterblasting +counter-blow -> counter-blow counter-blows +counterbore -> counterbored counterbore +counterchange -> counterchanged counterchange +counter-change -> counter-change counter-changes +counter-charge -> counter-charge counter-charges +countercheck -> countercheck counterchecks +counterclaim -> counterclaim counterclaims counterclaimed counterclaiming +counter-claim -> counter-claim counter-claims counter-claimed +countercoup -> countercoup countercoups +counter-culture -> counter-culture counter-cultures +counter-current -> counter-currents counter-current +counterdemonstration -> counterdemonstrations counterdemonstration +counter-demonstration -> counter-demonstration counter-demonstrations +counterexample -> counterexamples counterexample +counter-example -> counter-examples counter-example +counterfactual -> counterfactuals counterfactual +counterfeiter -> counterfeiters counterfeiter +counterfeit -> counterfeit counterfeits counterfeiting counterfeited +counterfoil -> counterfoil counterfoils +counter-gift -> counter-gift counter-gifts +counter-ideology -> counter-ideology counter-ideologies +counter-indemnity -> counter-indemnity counter-indemnities +counterion -> counterion counterions +countermand -> countermanding countermanded countermand countermands +countermarch -> countermarched countermarch +counter-measure -> counter-measures counter-measure +countermeasure -> countermeasure countermeasures +counter-melody -> counter-melody counter-melodies +countermove -> countermoves countermove +counter-move -> counter-move counter-moves +counternotice -> counternotice counternotices +counter-offensive -> counter-offensive counter-offensives +counter-offer -> counter-offer counter-offers +counter-order -> counter-order counter-orders +counterpack -> counterpacks counterpack +counterpane -> counterpane counterpanes +counterpart -> counterparts counterpart +counter-part -> counter-parts counter-part +counterparty -> counterparties counterparty +counter-plot -> counter-plot counter-plots +counterpoint -> counterpoint counterpointing counterpoints counterpointed +counterpoise -> counterpoise counterpoised +counterpose -> counterposing counterposed counterpose counterposes +counter-position -> counter-position counter-positions +counter-pressure -> counter-pressure counter-pressures +counter-process -> counter-processes counter-process +counterproposal -> counterproposals counterproposal +counter-proposal -> counter-proposal counter-proposals +counter-punch -> counter-punch counter-punching counter-punched +counter-raid -> counter-raids counter-raid +counter-revolutionary -> counter-revolutionary counter-revolutionaries +counter-revolution -> counter-revolution counter-revolutions +counter-rumour -> counter-rumours counter-rumour +counter -> counter counters countered countering +countershock -> countershock countershocks +countersign -> countersigned countersign countersigning +counter-sign -> counter-sign counter-signed counter-signing counter-signs +countersink -> countersink countersinking +counter-smear -> counter-smears counter-smear +counterstain -> counterstained counterstain +counter-stance -> counter-stance counter-stances +counter-statement -> counter-statement counter-statements +countersteer -> countersteering countersteer +counter-strategy -> counter-strategy counter-strategies +counter-subject -> counter-subjects counter-subject +counter-sue -> counter-sue counter-sued counter-sues counter-suing +counter-tactic -> counter-tactic counter-tactics +counter-tendency -> counter-tendency counter-tendencies +countertenor -> countertenor countertenors +counter-tenor -> counter-tenor counter-tenors +counter-theme -> counter-theme counter-themes +countertop -> countertop countertops +countertrade -> countertrading countertrade +countertransport -> countertransports countertransport +counter-warning -> counter-warning counter-warnings +counter-weight -> counter-weight counter-weighting +counterweight -> counterweight counterweights +countess -> countess countesses +county -> county counties +counting-house -> counting-house counting-houses +countrey -> countreys countrey +country -> country countries countrys +countryman -> countrymen countryman +countrywoman -> countrywoman countrywomen +countship -> countships countship +coupe-coupe -> coupe-coupes coupe-coupe +coupe -> coupe coupes +couple -> couples couple coupled coupling +coupler -> couplers coupler +couplet -> couplets couplet +coupon -> coupon coupons +coup -> coup coups couped couping +courage -> courage couraged +courbet -> courbet courbets +courgette -> courgette courgettes +courier -> courier couriered couriers +cour -> cour cours +coursebook -> coursebook coursebooks +courser -> coursers courser +course -> course courses coursing coursed +court -> courts court courting courted +court-case -> court-case court-cases +courte -> courte courtes +courtesan -> courtesan courtesans +courtesy -> courtesy courtesies +courthouse -> courthouse courthouses +courtier -> courtiers courtier +courtisane -> courtisane courtisanes +court-martial -> court-martial court-martialled court-martials +courtroom -> courtroom courtrooms +court-room -> court-room court-rooms +courtship -> courtship courtships +courtyard -> courtyard courtyards +cousin -> cousin cousins +cousteau -> cousteau cousteaus +couturier -> couturier couturiers +covariance -> covariance covariances +covariate -> covariate covariates +covariation -> covariations covariation +co-vary -> co-vary co-varies +covary -> covaried covary +covenantee -> covenantees covenantee +covenanter -> covenanter covenanters +covenantor -> covenantor covenantors +covenant -> covenant covenants covenanted covenanting +coven -> coven covens +co-venture -> co-ventures co-venture +coverage -> coverage coverages +coverall -> coverall coveralls +cover-drive -> cover-drives cover-drive +cover-girl -> cover-girl cover-girls +coverlet -> coverlet coverlets +cover -> covered covers covering cover +coversation -> coversations coversation +coverslip -> coverslip coverslips +covertape -> covertape covertapes +covert -> covert coverts coverting +cover-up -> cover-up cover-ups +cove -> cove coves coved +covetable -> covetable covetables +covet -> covet covets +covey -> covey coveys +co-villager -> co-villagers co-villager +coving -> covings coving +cow -> cows cow cowed cowing +cowan -> cowan cowans +coward -> coward cowards +cowbell -> cowbell cowbells +cow-bell -> cow-bell cow-bells +cowbird -> cowbirds cowbird +cowboy -> cowboy cowboys +cow-byre -> cow-byre cow-byres +cow-catcher -> cow-catchers cow-catcher +cower -> cower cowering cowered cowers +cowgirl -> cowgirl cowgirls +cowhand -> cowhands cowhand +cowherd -> cowherds cowherd cowherding +cowhide -> cowhides cowhide +cow-house -> cow-house cow-houses +cowichan -> cowichans cowichan +cowl -> cowled cowl cowls +cowling -> cowlings cowling +co-worker -> co-workers co-worker +coworker -> coworker coworkers +cowp -> cowps cowp +cow-pat -> cow-pats cow-pat +cowpea -> cowpea cowpeas +cowpoke -> cowpoke cowpokes +cowshed -> cowshed cowsheds +cow-shed -> cow-shed cow-sheds +cowslip -> cowslips cowslip +coxcomb -> coxcomb coxcombed +cox -> cox coxed coxes coxing +coxite -> coxite coxites +coxswain -> coxswain coxswains +coyote -> coyotes coyote +cozen -> cozen cozened cozening +cozy -> cozy cozier cozying +cpa -> cpas cpa +cpe -> cpe cpes +c-pillar -> c-pillars c-pillar +cpi -> cpi cpis +cpm -> cpm cpms +cpn -> cpn cpns +cpu -> cpu cpus +cr -> cred cr +crab -> crabs crab crabbing crabbed +crab-apple -> crab-apple crab-apples +crab-cake -> crab-cakes crab-cake +crabeater -> crabeater crabeaters +crackdown -> crackdown crackdowns +crack -> crack cracked cracking cracks +cracker -> crackers cracker +crack-head -> crack-head crack-heads +crackle -> crackling crackled crackles crackle +crackly -> crackly cracklier +crackline -> cracklines crackline +crackpot -> crackpot crackpots +cracksman -> cracksmen cracksman +crack-stopper -> crack-stopper crack-stoppers +crack-up -> crack-up crack-ups +cradle -> cradling cradle cradled cradles +craft -> crafted craft crafts crafting +crafty -> crafty craftier craftiest +craftsman -> craftsmen craftsman +craftsperson -> craftspersons craftsperson +craftswoman -> craftswomen craftswoman +craftworker -> craftworkers craftworker +craft-worker -> craft-workers craft-worker +craftwork -> craftwork craftworks +craggy -> craggy craggier +crag -> crag crags cragging +crake -> crake crakes +cram -> cram crammed crams cramming +crammer -> crammers crammer +cramp -> cramping cramped cramp cramps +crampon -> crampons crampon cramponed +cranach -> cranach cranachs +cranberry -> cranberry cranberries +crane -> cranes crane craning craned +crane-boulder -> crane-boulder crane-boulders +cranefly -> craneflies cranefly +cranesbill -> cranesbills cranesbill +craniate -> craniate craniates +cranium -> cranium craniums +crank -> cranks cranked crank cranking +cranky -> cranky crankier +cranko -> cranko crankos +crankshaft -> crankshaft crankshafts +crannog -> crannog crannogs +cranny -> crannies cranny +cran -> cran crans +crappy -> crappy crappiest +crap -> crap crapping crapper craps crapped +cra -> cra cras +crash -> crash crashed crashes crashing +crasher -> crashers crasher +crash-helmet -> crash-helmet crash-helmets +crashland -> crashland crashlanded +crash-land -> crash-land crash-lands +crass -> crass crassest crasser +cratchit -> cratchit cratchits +crate -> crates crate crating crated +crater -> crater craters cratered cratering +craton -> craton cratons +cravat -> cravat cravats +crave -> craving craved crave craves +craven -> cravens craven +crawford -> crawford crawfords +crawlaway -> crawlaways crawlaway +crawler-crane -> crawler-crane crawler-cranes +crawler -> crawler crawlers +crawly -> crawly crawlies +crawl -> crawl crawling crawls crawled +craw -> craw craws +crayfish -> crayfish crayfishes +crayon -> crayon crayons crayoning crayoned +craze -> craze crazes crazing +crazy -> crazy crazies craziest crazier +craziness -> craziness crazinesses +crch -> crch crches +creak -> creak creaked creaks creaking +cream -> cream creamed creaming creams creamer +creamery -> creamery creameries +creamy -> creamy creamier creamiest +crease -> crease creased creases creasing +creaseline -> creaselines creaseline +create -> created create creates creating +creationist -> creationists creationist +creation -> creation creations +creative -> creative creatives +creator -> creator creators +creature -> creatures creature +crech -> creches creching +credential -> credential credentialed +credit-card -> credit-card credit-cards +creditor -> creditors creditor +credit-rating -> credit-rating credit-ratings +credit -> credit credits credited crediting +credo -> credo credos +creed -> creeds creed +creek -> creek creeks +creel -> creel creels +creeper -> creepers creeper +creepy -> creepy creepier +creepy-crawly -> creepy-crawlies creepy-crawly +cree -> cree crees +crem -> crems crem +cremate -> cremated cremate cremating +cremation -> cremation cremations +crematorium -> crematorium crematoria crematoriums +crenellation -> crenellations crenellation +creole -> creole creoles +creosote -> creosote creosoted +crepe -> crepes crepe +crepitation -> crepitations crepitation +creep -> creep crept creeping creeps +crescendoe -> crescendoed crescendoes +crescendo -> crescendo crescendos +crescent -> crescent crescents +cress -> cress cresses +cresset -> cresset cressets +crest -> crest crests crested cresting +cretan -> cretan cretans +cretin -> cretin cretins +crevecoeur -> crevecoeur crevecoeurs +crevice -> crevices crevice creviced +crewcut -> crewcut crewcuts +crew-cut -> crew-cut crew-cuts +crewman -> crewmen crewman +crew -> crew crews crewing crewed +crib -> crib cribbed cribbing cribs +cribben -> cribbens cribben +cribber -> cribbers cribber +cricetid -> cricetid cricetids +crichton -> crichton crichtons +cricket-bat -> cricket-bats cricket-bat +cricketer -> cricketer cricketers +cricket-lover -> cricket-lovers cricket-lover +cricket -> cricket crickets +cricket-writer -> cricket-writers cricket-writer +crick -> crick cricks cricked +crie -> crie crieing +crier -> crier criers +cry -> cry cries cried crying cryed crys +crighton -> crightons crighton +crime-rate -> crime-rate crime-rates +crime -> crime crimes criming +criminal -> criminals criminal +criminalise -> criminalise criminalised criminalising criminalises +criminalize -> criminalizing criminalize criminalized +criminology -> criminology criminologies +criminologist -> criminologist criminologists +crimp -> crimped crimps crimping crimp +crimson -> crimson crimsoned crimsons +cringe -> cringe cringed cringing cringes cringeing +crinkle -> crinkle crinkles crinkled crinkling +crinoid -> crinoids crinoid +crinoline -> crinolines crinoline +criollo -> criollos criollo +cripple -> cripple crippled cripples crippling +crisis -> crisis crises +crispbread -> crispbread crispbreads +crispy -> crispy crispies crispiest +crisp -> crisp crisps crisper crispest crisped crisping +criss-cross -> criss-crossed criss-cross +crisscross -> crisscross crisscrossed crisscrossing crisscrosses +cristalize -> cristalize cristalized +cristescue -> cristescue cristescues +criterion -> criterion criteria criterions +critic -> critics critic +criticality -> criticality criticalities +criticise -> criticised criticise criticising criticises +criticism -> criticisms criticism +criticize -> criticizing criticized criticizes criticize +critique -> critique critiques critiqued critiquing +critisise -> critisised critisises +crit -> crit crits +critter -> critter critters +croak -> croaked croak croaking croaks +croat -> croats croat +croatian -> croatian croatians +croc -> crocs croc +crochete -> crocheting crocheted +crock -> crocks crock crocked +crocket -> crockets crocket +crocodile -> crocodile crocodiles crocodiled +crocodilian -> crocodilian crocodilians +crofter -> crofter crofters +croft -> croft crofts crofting crofted +crohn -> crohn crohns +croissant -> croissant croissants +cro-magnon -> cro-magnon cro-magnons +cromlech -> cromlech cromlechs +cromwellian -> cromwellian cromwellians +crone -> crone crones +crony -> cronies crony +crooke -> crookeing crooke +crook -> crook crooks crooked crooking +croon -> crooning crooned croon croons +crooner -> crooner crooners +cropland -> croplands cropland +cropmark -> cropmarks cropmark +cropper -> cropper croppers +crop -> crop crops cropping cropped +crop-sprayer -> crop-sprayers crop-sprayer +crop-yield -> crop-yields crop-yield +croque-monsieur -> croque-monsieurs croque-monsieur +croque -> croque croques +croquette -> croquette croquettes +cro -> cro cros +cross-addiction -> cross-addiction cross-addictions +cross-appeal -> cross-appeal cross-appeals +cross-art -> cross-arts cross-art +cross-bar -> cross-bars cross-bar +crossbar -> crossbar crossbars +crossbeam -> crossbeams crossbeam +cross-beam -> cross-beam cross-beams +crossbelt -> crossbelts crossbelt +crossbencher -> crossbenchers crossbencher +cross-bencher -> cross-benchers cross-bencher +crossbench -> crossbench crossbenches +crossbill -> crossbills crossbill +crossbone -> crossbones crossbone +crossbow -> crossbows crossbow +crossbowman -> crossbowmen crossbowman +cross-bow -> cross-bow cross-bows +crossbred -> crossbred crossbreds +cross-bred -> cross-bred cross-breds +crossbreed -> crossbreed crossbreeds crossbreeding +cross-breed -> cross-breed cross-breeds +crosscheck -> crosschecked crosscheck +cross-check -> cross-checking cross-check cross-checks +cross-compiler -> cross-compilers cross-compiler +cross-country -> cross-country cross-countries +cross-course -> cross-courses cross-course +cross-cousin -> cross-cousins cross-cousin +cross-current -> cross-currents cross-current +cross-cut -> cross-cut cross-cuts cross-cutting +crosscut -> crosscut crosscutting +cross-dresser -> cross-dresser cross-dressers +cross-dress -> cross-dress cross-dresses +crossen -> crossen crossens +cross -> cross crosses crossed crossing crosser +cross-examination -> cross-examination cross-examinations +cross-examine -> cross-examine cross-examines cross-examining +cross-fertilise -> cross-fertilise cross-fertilises +crossgate -> crossgates crossgate +crosshatch -> crosshatched crosshatching +cross-hatching -> cross-hatching cross-hatchings +crosshead -> crosshead crossheads +cross-head -> cross-head cross-heads +cross-holding -> cross-holdings cross-holding +cross-influence -> cross-influences cross-influence +crossing-place -> crossing-place crossing-places +crossing-point -> crossing-points crossing-point +cross-link -> cross-links cross-link +crosslink -> crosslink crosslinked crosslinking crosslinks +cross-member -> cross-member cross-members +cross-motion -> cross-motion cross-motions +crossover -> crossover crossovers +cross-over -> cross-over cross-overs +crosspeak -> crosspeaks crosspeak +crosspiece -> crosspiece crosspieces +cross-piece -> cross-piece cross-pieces +cross-platform -> cross-platforms cross-platform +crossply -> crossply crossplies +cross-plot -> cross-plot cross-plots +cross-profile -> cross-profile cross-profiles +cross-purpose -> cross-purposes cross-purpose +cross-question -> cross-question cross-questioned +cross-rail -> cross-rail cross-rails +cross-react -> cross-react cross-reacts +cross-reference -> cross-reference cross-references cross-referenced cross-referencing +cross-refer -> cross-refer cross-refers +cross-rhythm -> cross-rhythms cross-rhythm +cross-route -> cross-routes cross-route +cross-section -> cross-section cross-sections +cross-shareholding -> cross-shareholdings cross-shareholding +cross-slab -> cross-slabs cross-slab +cross-spar -> cross-spar cross-spars +cross-strait -> cross-strait cross-straits +cross-street -> cross-streets cross-street +cross-subsidy -> cross-subsidy cross-subsidies +cross-tabulation -> cross-tabulations cross-tabulation +cross-term -> cross-term cross-terms +crosstree -> crosstrees crosstree +cross-undertaking -> cross-undertaking cross-undertakings +cross-vein -> cross-veins cross-vein +cross-wall -> cross-walls cross-wall +crossway -> crossways crossway +crosswind -> crosswind crosswinds +cross-wind -> cross-wind cross-winds +crossword -> crossword crosswords +crotch -> crotch crotches +crotchet -> crotchets crotchet +croton -> croton crotons +crouch -> crouched crouching crouch crouches +croud -> crouds croud +croupier -> croupier croupiers +croup -> croup croups +croustade -> croustade croustades +crow -> crows crow crowing crowed +crowbar -> crowbar crowbars +crowd -> crowd crowding crowded crowds +crowd-pleaser -> crowd-pleaser crowd-pleasers +crowd-puller -> crowd-puller crowd-pullers +crowe -> crowe crowes +crowfoot -> crowfoot crowfoots +crown -> crown crowned crowns crowning +crowne -> crowne crownes +crownhold -> crownhold crownholds +crubeen -> crubeen crubeens +crucian -> crucians crucian +crucible -> crucible crucibles +crucifix -> crucifix crucifixes +crucifixion -> crucifixion crucifixions +cruciform -> cruciform cruciforms +crucify -> crucified crucifying crucify crucifies +cruck -> cruck crucks +crud -> cruds crud +crude -> crude crudest crudes cruder +crudity -> crudity crudities +cruel -> cruel cruelest cruellest crueller +cruelty -> cruelty cruelties +crue -> crue crues +cruet -> cruet cruets +crug -> crug crugs +cruiseliner -> cruiseliner cruiseliners +cruise-missile -> cruise-missile cruise-missiles +cruiser-racer -> cruiser-racers cruiser-racer +cruiser -> cruiser cruisers +cruise -> cruising cruises cruise cruised +crumbly -> crumbly crumblies +crumble -> crumble crumbling crumbled crumbles +crumb -> crumb crumbs crumbed +crumpet -> crumpets crumpet +crumple -> crumple crumpling crumpled crumples +crump -> crump crumps +crum -> crum crums +cruncher -> cruncher crunchers +crunchy -> crunchy crunchies crunchier +crunch -> crunched crunching crunches crunch +crunch-point -> crunch-point crunch-points +crupper -> cruppers crupper +crusade -> crusade crusaded crusades crusading +crusader -> crusaders crusader +crush -> crushing crush crushed crushes +crusher -> crushers crusher +crustacean -> crustaceans crustacean +crusty -> crusty crustier crusties +crust -> crust crusts crusting crusted +crutch -> crutch crutches +crux -> crux cruxes +cruzado -> cruzados cruzado +cruzeiro -> cruzeiros cruzeiro +cry-baby -> cry-baby cry-babies +crye -> crye cryes +cryohydrate -> cryohydrate cryohydrates +cryptanalyst -> cryptanalysts cryptanalyst +cryptogam -> cryptogams cryptogam +cryptogram -> cryptogram cryptograms +cryptographer -> cryptographer cryptographers +cryptograph -> cryptograph cryptographs +cryptologist -> cryptologist cryptologists +crypt-room -> crypt-rooms crypt-room +crypt -> crypt crypts +crystallise -> crystallised crystallise crystallising crystallises +crystallite -> crystallites crystallite +crystallization -> crystallization crystallizations +crystallize -> crystallized crystallizes crystallize crystallizing +crystallographer -> crystallographers crystallographer +crystalloid -> crystalloid crystalloids +crystal -> crystal crystals +cse -> cses cse +csec -> csec csecs +cso -> cso csos +c-spanner -> c-spanners c-spanner +ctc -> ctc ctcs +ctenophore -> ctenophores ctenophore +cto -> ctos cto +ct -> ct cts +cub -> cubs cub cubbing +cuban-american -> cuban-american cuban-americans +cuban -> cuban cubans +cubby -> cubby cubbies +cubbyhole -> cubbyhole cubbyholes +cubby-hole -> cubby-hole cubby-holes +cube -> cube cubes cubed cubing +cubicle -> cubicles cubicle +cubist -> cubist cubists +cubit -> cubit cubits +cuboid -> cuboid cuboids +cuckold -> cuckold cuckolds cuckolding cuckolded +cuckoo-bee -> cuckoo-bees cuckoo-bee +cuckoo -> cuckoo cuckoos +cucumber -> cucumbers cucumber +cuddle -> cuddle cuddled cuddles cuddling +cuddly -> cuddly cuddlier cuddliest +cudgel -> cudgels cudgel cudgelled cudgelling +cue -> cue cues cued cueing +cuff -> cuff cuffing cuffs cuffed +cufflink -> cufflinks cufflink +cuff-link -> cuff-links cuff-link +cuff-title -> cuff-title cuff-titles +cuirass -> cuirass cuirasses +cuisine -> cuisine cuisines +cul-de-sac -> cul-de-sac cul-de-sacs +culley -> culley culleys +cull -> culled culling culls cull +culminate -> culminates culminating culminated culminate +culmination -> culmination culminations +culm -> culm culms +culotte -> culottes culotte +culprit -> culprit culprits +cult-figure -> cult-figures cult-figure +cultigen -> cultigens cultigen +cultist -> cultists cultist +cultivar -> cultivars cultivar +cultivate -> cultivated cultivate cultivates cultivating +cultivation -> cultivation cultivations +cultivator -> cultivators cultivator +cult -> cult cults +cult-statue -> cult-statue cult-statues +culturalist -> culturalist culturalists +culture -> culture cultures cultured culturing +culture-vulture -> culture-vulture culture-vultures +culvert -> culvert culverts culverted +cumber -> cumber cumbered cumbers cumbering +cumbermound -> cumbermound cumbermounds +cumbrian -> cumbrian cumbrians +cummerbund -> cummerbund cummerbunds +cum -> cum cums cumming +cumulate -> cumulate cumulated cumulates cumulating +cumulation -> cumulations cumulation +cunarder -> cunarder cunarders +cuninghame -> cuninghame cuninghames +cunning -> cunning cunningest +cun -> cun cuns +cunt -> cunt cunts +cup -> cups cup cupped cupping +cupboard -> cupboards cupboard +cupful -> cupfuls cupful +cupid -> cupid cupids +cup-interior -> cup-interiors cup-interior +cupola -> cupolas cupola +cup-painter -> cup-painters cup-painter +cuppa -> cuppa cuppas +cuprate -> cuprates cuprate +cup-ty -> cup-ties cup-tied +cup-winner -> cup-winners cup-winner +curacy -> curacy curacies +curandera -> curandera curanderas +cura -> cura curas +curate -> curating curate curates curated +curator -> curators curator +curatorship -> curatorship curatorships +curbcrawler -> curbcrawlers curbcrawler +curb -> curbs curbing curb curbed +curd -> curds curd curded +curdle -> curdle curdling curdled curdles +cure-all -> cure-all cure-alls +cure -> cure cured cures curing +curer -> curer curers +curetting -> curettings curetting +curfew -> curfews curfew +curialist -> curialist curialists +curia -> curia curias +curie -> curie curies +curio -> curio curios +curiosity -> curiosity curiosities curiositys +curious -> curious curiouser +curiousity -> curiousity curiousities +curler -> curlers curler +curlew -> curlew curlews +curlicue -> curlicues curlicue +curly -> curly curlies curlier curliest +curl -> curled curls curling curl +curmudgeon -> curmudgeon curmudgeons +curragh -> curragh curraghs +curran -> curran currans +currant -> currants currant +currency -> currency currencies +current -> current currents +curriculum -> curriculum curricula curriculums +currier -> currier curriers +curry -> currying curries curry currys curried +curry-powder -> curry-powder curry-powders +cur -> cur curs +curse -> cursed curse cursing curses +cursitor -> cursitors cursitor +cursor -> cursor cursors +curtailment -> curtailment curtailments +curtail -> curtailed curtails curtail curtailing +curtain -> curtains curtain curtaining curtained +curtain-call -> curtain-call curtain-calls +curtainraiser -> curtainraisers curtainraiser +curtain-raiser -> curtain-raiser curtain-raisers +curte -> curter curtest +curtsey -> curtsey curtseying curtseys curtseyed +curtsy -> curtsies curtsied curtsy curtsying +curvature -> curvature curvatures +curvy -> curvy curvier +curve -> curve curving curves curved +cushion -> cushions cushion cushioned cushioning +cusp -> cusp cusps cusped cusping +cuss -> cuss cussed cussing cusses +custard -> custard custards +custodian -> custodian custodians +custodianship -> custodianship custodianships +custody -> custody custodies +custom-build -> custom-build custom-builds +customer -> customer customers +customer-service -> customer-services customer-service +customise -> customised customising customise customises +customize -> customized customize customizing +custom -> custom customs +cutaway -> cutaway cutaways +cutback -> cutbacks cutback +cut-back -> cut-back cut-backs +cutdown -> cutdowns cutdown +cuteness -> cuteness cutenesses +cute -> cute cuter cutest +cuticle -> cuticle cuticles +cut-in -> cut-in cut-ins +cutlass -> cutlass cutlasses +cutler -> cutlers cutler +cutlet -> cutlets cutlet +cutoff -> cutoff cutoffs +cut-off -> cut-off cut-offs +cutout -> cutout cutouts +cut-out -> cut-out cut-outs +cutpurse -> cutpurse cutpurses +cut -> cut cuts cutting +cutter -> cutter cutters +cutthroat -> cutthroat cutthroats +cut-throat -> cut-throat cut-throats +cut-through -> cut-through cut-throughs +cut-up -> cut-up cut-ups +cut-water -> cut-waters cut-water +cvo -> cvo cvos +cv -> cv cvs +cwa -> cwa cwas +c-word -> c-words c-word +cwt -> cwt cwts +cyanide -> cyanide cyaniding +cyanotype -> cyanotype cyanotypes +cyberman -> cyberman cybermen +cybernetic -> cybernetics cybernetic +cyborg -> cyborg cyborgs +cycad -> cycads cycad +cyclamate -> cyclamates cyclamate +cyclamen -> cyclamen cyclamens +cyclase -> cyclase cyclases +cycle -> cycles cycle cycling cycled +cyclepath -> cyclepaths cyclepath +cycler -> cyclers cycler +cycletrack -> cycletracks cycletrack +cycle-way -> cycle-ways cycle-way +cycleway -> cycleway cycleways +cyclical -> cyclical cyclicals +cyclin -> cyclins cyclin +cyclist -> cyclist cyclists +cyclodextrin -> cyclodextrins cyclodextrin +cycloid -> cycloids cycloid +cyclone -> cyclone cyclones +cyclopaedia -> cyclopaedia cyclopaedias +cyclostome -> cyclostomes cyclostome +cygnet -> cygnets cygnet +cyke -> cyke cykes +cylinder -> cylinders cylinder +cylinder-head -> cylinder-heads cylinder-head +cymbal -> cymbals cymbal +cynic -> cynic cynics +cynodont -> cynodonts cynodont +cypher -> cypher cyphers +cypress -> cypress cypresses +cyprinid -> cyprinid cyprinids +cypriot -> cypriot cypriots +cypselid -> cypselid cypselids +cy -> cy cys +cystectomy -> cystectomies cystectomy +cysteine -> cysteines cysteine +cystoid -> cystoids cystoid +cystoscopy -> cystoscopy cystoscopies cystoscopied +cyst -> cyst cysts +cytocentrifuge -> cytocentrifuged cytocentrifuge +cytochrome -> cytochrome cytochromes +cytogeneticist -> cytogeneticists cytogeneticist +cytogenetic -> cytogenetic cytogenetics +cytokeratin -> cytokeratin cytokeratins +cytokine -> cytokine cytokines +cytokinin -> cytokinins cytokinin +cytopenia -> cytopenia cytopenias +cytoskeleton -> cytoskeleton cytoskeletons +cytotoxicity -> cytotoxicity cytotoxicities +czar -> czars czar +czechoslovakian -> czechoslovakian czechoslovakians +czechoslovak -> czechoslovak czechoslovaks +czech -> czech czechs czeched +would -> would 'd woulding +dabble -> dabbling dabbled dabble dabbles +dabbler -> dabbler dabblers +dabchick -> dabchick dabchicks +dable -> dable dables +dab -> dab dabs dabbed dabbing +dacha -> dacha dachas +dachshund -> dachshund dachshunds +dachstein -> dachsteins dachstein +dacite -> dacites dacite +dactyl -> dactyl dactyls +dadaist -> dadaists dadaist +dada -> dada dadas +daddy -> daddy daddies +dado -> dado dados +dad -> dad dads +dae -> dae daeing +daemonette -> daemonette daemonettes +daemon -> daemon daemons +daff -> daffs daff +daffodil -> daffodils daffodil +daft -> daft daftest dafter dafts +dag -> dagging dag dags +dagger -> daggers dagger daggered +daggerboard -> daggerboard daggerboards +daghestan -> daghestan daghestans +dago -> dago dagos +daguerreotype -> daguerreotypes daguerreotype +daguerrotype -> daguerrotype daguerrotypes +dahabeeyah -> dahabeeyahs dahabeeyah +dahlia -> dahlia dahlias +dahlink -> dahlink dahlinks +dah -> dah dahs +daily -> daily dailies +dainty -> dainty daintier dainties daintiest +dairy -> dairy dairies dairying +dairymaid -> dairymaid dairymaids +dairyman -> dairyman dairymen +daisy -> daisies daisy +daitle -> daitling daitle +dakleton -> dakleton dakletons +dalang -> dalangs dalang +dalden -> dalden daldens +dalek -> dalek daleks +daler-rowney -> daler-rowney daler-rowneys +dale -> dale dales +dalesman -> dalesman dalesmen +daleswoman -> daleswoman daleswomen +daley -> daley daleys +dallam -> dallam dallams +dalle -> dalles dalle +dalliance -> dalliance dalliances +dally -> dallied dallying dally dallies +dalmatian -> dalmatians dalmatian +dalmation -> dalmations dalmation +dalton -> dalton daltons +dam -> dams dam dammed damming +dama -> damas dama +damage -> damage damaged damaging damages +damange -> damanges damanged damange +damara -> damaras damara +damascene -> damascene damascenes +damask -> damask damasks +dambuster -> dambusters dambuster +dame -> dame dames damed +damme -> damme dammes +damna -> damnas damna +damnation -> damnation damnations +damn -> damn damned damning damns +dampen -> dampened dampen dampening dampens +damp -> damp damping damped damper dampest damps +damselfly -> damselfly damselflies +damsel -> damsel damsels +damson -> damson damsons +danaid -> danaid danaids +danakil -> danakil danakils +danby -> danby danbys +dance -> dances dance dancing danced danceing +dance-band -> dance-band dance-bands +dance-card -> dance-cards dance-card +dance-drama -> dance-dramas dance-drama +dancefloor -> dancefloor dancefloors +dance-hall -> dance-halls dance-hall +dancehall -> dancehall dancehalls +dancer -> dancer dancers +dancing-teacher -> dancing-teacher dancing-teachers +dandelion -> dandelion dandelions +dander -> danders dander +dandy -> dandy dandies dandying dandiest +dandle -> dandled dandle dandling dandles +dane -> danes dane +danegeld -> danegelds danegeld +danelectro -> danelectro danelectros +danger -> dangers danger +dangerman -> dangermen dangerman +dangle -> dangling dangled dangle dangles +dangler -> dangler danglers +dank -> dank danker +danse -> danse danses +dansette -> dansette dansettes +danseur -> danseurs danseur +danseuse -> danseuses danseuse +daoist -> daoist daoists +dap -> dapping dap daps dapped +daphne -> daphne daphnes +dapper -> dapper dappers +dapple -> dappling dapple dapples +darcian -> darcian darcians +darcy -> darcy darcies +dare -> dared dare daring dares +daredevil -> daredevil daredevils +dare-devil -> dare-devil dare-devils +darken -> darkening darkened darken darkens +dark -> dark darker darkest darks +darkfall -> darkfall darkfalls +dark-green -> dark-green dark-greens +darkness -> darkness darknesses +darkroom -> darkroom darkrooms +darky -> darkies darky +darling -> darling darlings darlingest +darlingtonian -> darlingtonians darlingtonian +darne -> darne darner +darn -> darn darning darned darns +dart -> darts dart darting darted +dartboard -> dartboards dartboard +darter -> darter darters +d'art -> d'art d'arts +darwinian -> darwinian darwinians +darwinist -> darwinist darwinists +dashboard -> dashboard dashboards +dash -> dash dashed dashes dashing +dasher -> dashers dasher +dashpot -> dashpot dashpots +dash-pot -> dash-pot dash-pots +dass -> dass dasses +databank -> databank databanks +database -> database databases databasing +data-base -> data-base data-bases +datacentre -> datacentre datacentres +data-collection -> data-collection data-collections +datacorder -> datacorders datacorder +data-cube -> data-cube data-cubes +data-desk -> data-desk data-desks +datafile -> datafile datafiles +datalogger -> datalogger dataloggers +datapoint -> datapoint datapoints +data-processor -> data-processor data-processors +data-set -> data-sets data-set +dataset -> dataset datasets +datasheet -> datasheets datasheet +datastream -> datastream datastreams +data-type -> data-types data-type +datatype -> datatype datatypes +datebook -> datebook datebooks +date -> date dated dates dating +datemark -> datemarks datemarked datemark +data -> data datum datas +datura -> daturas datura +daub -> daub daubed daubing daubs +dauber -> dauber daubers +daube -> daube daubes +daughter -> daughters daughter +daughter-city -> daughter-cities daughter-city +daughter-in-law -> daughter-in-law daughters-in-law +daunt -> daunted daunt daunts +d'autre -> d'autres d'autre +daver -> daver davers +davidian -> davidian davidians +davit -> davits davit +dawdle -> dawdled dawdle dawdling dawdles +dawg -> dawg dawgs +dawn -> dawn dawns dawned dawning +daw -> daw daws +daybed -> daybed daybeds +day-boy -> day-boys day-boy +day-bug -> day-bugs day-bug +day-centre -> day-centres day-centre +daycourse -> daycourses daycourse +daydream -> daydreaming daydream daydreams daydreamed +day-dreamer -> day-dreamers day-dreamer +day-dream -> day-dreams day-dreaming day-dream +daye -> daye dayes dayest +day-job -> day-job day-jobs +daylength -> daylength daylengths +daylight -> daylight daylights daylighting +day-pupil -> day-pupils day-pupil +dayroom -> dayroom dayrooms +day-room -> day-room day-rooms +day -> day days daid daies +daysack -> daysacks daysack +dayschool -> dayschool dayschools +day-school -> day-school day-schools +daysit -> daysitting daysit +day-stage -> day-stages day-stage +daytime -> daytime daytimes +day-time -> day-time day-times +daytrip -> daytrips daytrip +daytripper -> daytrippers daytripper +day-tripper -> day-trippers day-tripper +day-trip -> day-trip day-trips +daywork -> dayworks daywork +dayworker -> dayworkers dayworker +day-worker -> day-workers day-worker +daze -> daze dazed dazing +dazzle -> dazzled dazzle dazzles +dazzler -> dazzlers dazzler +dbe -> dbes dbe +dc -> dc dcs +d-cup -> d-cups d-cup +ddl -> ddls ddl +deaccession -> deaccessioned deaccession deaccessioning deaccessions +de-accession -> de-accessioned de-accessioning +deaconess -> deaconesses deaconess +deacon -> deacon deacons +de-activate -> de-activated de-activate +deactivate -> deactivates deactivated deactivate deactivating +deadbait -> deadbaits deadbait +deadbeat -> deadbeat deadbeats +dead-end -> dead-end dead-ends +deaden -> deaden deadening deadened deadens +dead -> dead deader deadest deads +deadhead -> deadheads deadhead deadheading +dead-head -> dead-head dead-heading dead-headed +deadly -> deadly deadlier deadliest +deadline -> deadline deadlines deadlined +dead-line -> dead-line dead-lines +deadlock -> deadlock deadlocks deadlocked deadlocking +dead-lock -> dead-lock dead-locks +deadman -> deadman deadmans deadmen +deadpan -> deadpan deadpans deadpanning +dead-weight -> dead-weights dead-weight +deadweight -> deadweight deadweights +deadwood -> deadwood deadwoods +deaf-aid -> deaf-aids deaf-aid +deafen -> deafened deafens deafen +deaf -> deaf deafer +deaf-mute -> deaf-mute deaf-mutes +dealer -> dealer dealers +dealership -> dealerships dealership +dealion -> dealion dealions +deal-maker -> deal-maker deal-makers +deal -> deal deals dealing dealt +deanery -> deanery deaneries +dean -> dean deans +dear -> dear dearest dears dearer +deary -> deary dearies +deassign -> deassign deassigned +deathbed -> deathbed deathbeds +death-bed -> death-bed death-beds +deathblow -> deathblow deathblows +death-mask -> death-masks death-mask +death-rate -> death-rate death-rates +death -> death deaths +death-throe -> death-throes death-throe +deathtrap -> deathtrap deathtraps +death-trap -> death-trap death-traps +deb -> debs deb +debacle -> debacle debacles +debag -> debagged debag +debar -> debarred debars debar debarring +debase -> debasing debase debased debases +debasement -> debasement debasements +debate -> debate debated debates debating +debater -> debater debaters +debauchee -> debauchees debauchee +debauch -> debauch debauches debauching +debeak -> debeaked debeaking +debenture -> debentures debenture +debentureholder -> debentureholders debentureholder +debilitate -> debilitated debilitate +debility -> debility debilities +debit -> debit debits debited debiting +de-bitter -> de-bittering de-bittered +debouch -> debouches debouched debouch debouching +debrace -> debrace debraces +debrief -> debriefed debrief debriefing +de-brief -> de-briefing de-briefed de-briefs +debris-flow -> debris-flows debris-flow +debtor -> debtors debtor +debt -> debt debts +deb-type -> deb-types deb-type +debug -> debugging debugged debug +debugger -> debugger debuggers +debunk -> debunking debunk debunked debunks +debussyan -> debussyan debussyans +debutante -> debutante debutantes +debutant -> debutant debutants +debute -> debuted debuting +debut -> debut debuts +decadent -> decadent decadents +decade -> decade decades +decalogue -> decalogue decalogues +decal -> decal decals +decamp -> decamped decamp decamping decamps +decan -> decan decans +decantation -> decantations decantation +decanter -> decanters decanter +decant -> decanted decants decant decanting +decapitate -> decapitated decapitate decapitating decapitates +decarbonise -> decarbonising decarbonised +decarboniser -> decarbonisers decarboniser +decathlete -> decathletes decathlete +decay -> decay decayed decays decaying +deceased -> deceased deceaseds +decease -> decease deceases +deceit -> deceit deceits +deceive -> deceives deceive deceived deceiving +deceiver -> deceiver deceivers +decelerate -> decelerating decelerate decelerated decelerates +deceleration -> deceleration decelerations +december -> december decembers +decembrist -> decembrist decembrists +decency -> decency decencies +de-centraliser -> de-centraliser de-centralisers +decentralise -> decentralise decentralising +de-centralise -> de-centralise de-centralising +decentralize -> decentralize decentralizing +de-centralize -> de-centralized de-centralizing +de-centre -> de-centres de-centre +de-centr -> de-centred de-centring +deception -> deception deceptions +decerebrate -> decerebrate decerebrated +dechlorinate -> dechlorinated dechlorinate +decibel -> decibels decibel +decide -> deciding decide decided decides +decider -> decider deciders +decile -> decile deciles +decilitre -> decilitre decilitres +decimal -> decimal decimals +decimate -> decimated decimating decimate decimates +decimation -> decimation decimations +decimetre -> decimetre decimetres +decin -> decin decins +decipher -> decipher deciphering deciphered +decision-maker -> decision-maker decision-makers +decision-problem -> decision-problem decision-problems +decision -> decision decisions +decision-taker -> decision-takers decision-taker +decison -> decisons decison +deck -> decks deck decked decking +deckchair -> deckchairs deckchair +deck-chair -> deck-chair deck-chairs +decker -> decker deckers +deckhand -> deckhand deckhands +deck-hand -> deck-hand deck-hands +deckle -> deckled deckle +declaim -> declaimed declaim declaiming declaims +declair -> declair declairs +declamation -> declamation declamations +declaration -> declaration declarations +declarative -> declarative declaratives +declare -> declare declared declares declaring +declarer -> declarer declarers +declension -> declension declensions +decline -> declined decline declining declines +declivity -> declivity declivities +decoction -> decoction decoctions +decoder -> decoder decoders +decode -> decoded decoding decode decodes +decolonise -> decolonise decolonising decolonised +decolonize -> decolonize decolonizing +decolourise -> decolourises decolourise +decommission -> decommissioned decommission +de-commission -> de-commissioning de-commissioned +decommit -> decommitting decommitted +decompile -> decompile decompiling +decompose -> decomposing decompose decomposes decomposed +decomposer -> decomposers decomposer +decomposition -> decomposition decompositions +decompress -> decompressed decompresses decompress decompressing +decongestant -> decongestant decongestants +deconjugate -> deconjugating deconjugated deconjugate +deconstruct -> deconstruct deconstructed deconstructing deconstructs +deconstructionist -> deconstructionist deconstructionists +deconstruction -> deconstruction deconstructions +decontaminate -> decontaminate decontaminates decontaminating decontaminated +decontextualize -> decontextualize decontextualized +decontrol -> decontrolled decontrolling decontrol +decorate -> decorated decorating decorate decorates +decoration -> decoration decorations +decorator -> decorator decorators +decor -> decor decors +decorum -> decorum decorums +de-count -> de-counting de-counted de-count +decouple -> decoupling decoupled decouple +de-couple -> de-coupled de-coupling +decoy -> decoy decoyed decoys decoying +decrease -> decrease decreased decreasing decreases +decree -> decree decrees decreed decreeing +decrement -> decrement decrements decremented decrementing +decrescendo -> decrescendos decrescendo +decretal -> decretal decretals +decriminalise -> decriminalise decriminalised +decriminalize -> decriminalizing decriminalized decriminalize +decry -> decries decrying decry decried +decrypt -> decrypts decrypt decrypted +decserver -> decservers decserver +decstation -> decstation decstations +decsystem -> decsystem decsystems +decussate -> decussated decussate +dedicatee -> dedicatee dedicatees +dedicate -> dedicated dedicates dedicate dedicating +dedication -> dedication dedications +dedlock -> dedlock dedlocks +deduce -> deduced deduce deduces deducing +deduct -> deduct deducted deducting deducts +deductible -> deductible deductibles +deduction -> deduction deductions +deed -> deed deeds +deejay -> deejay deejays deejayed deejaying +deem -> deemed deem deems deeming +de-emphasise -> de-emphasising de-emphasise de-emphasised de-emphasises +de-emphasize -> de-emphasize de-emphasized de-emphasizes de-emphasizing +deepend -> deepend deepends +deepen -> deepen deepening deepens deepened +deep -> deep deepest deeper deeps +deep-freeze -> deep-freeze deep-freezes +deerhound -> deerhounds deerhound +deer-hound -> deer-hounds deer-hound +deerhunter -> deerhunter deerhunters +deer -> deer deering +deer-park -> deer-park deer-parks +deer-skin -> deer-skin deer-skins +deerstalker -> deerstalkers deerstalker +deface -> deface defacing defaced +defaecate -> defaecate defaecated defaecating +defamation -> defamation defamations +defame -> defames defamed defame defaming +defamer -> defamer defamers +defamiliarize -> defamiliarizing defamiliarize defamiliarized defamiliarizes +defaulter -> defaulters defaulter +default -> default defaults defaulted defaulting +defeat -> defeat defeated defeats defeating +defeatist -> defeatist defeatists +defecate -> defecate defecating defecated +defecation -> defecation defecations +defect -> defects defect defected defecting +defection -> defection defections +defective -> defective defectives +defector -> defectors defector +defence -> defence defences +defend -> defended defend defending defends +defendant -> defendants defendant +defendent -> defendent defendents +defender -> defenders defender +defenestration -> defenestrations defenestration +defense -> defense defenses +deference -> deference deferences +deferment -> deferment deferments +deferral -> deferral deferrals +defer -> defer deferring deferred defers +defiant -> defiant defiants +defibrillation -> defibrillation defibrillations +defibrillator -> defibrillator defibrillators +deficiency -> deficiency deficiencies +deficit -> deficit deficits +defy -> defies defied defy defying +defile -> defile defiled defiling defiles +defilement -> defilement defilements +defiler -> defilers defiler +define -> define defined defining defines +definer -> definer definers +definition -> definition definitions +definitive -> definitive definitives +deflate -> deflate deflated deflating deflates +deflation -> deflation deflations +deflect -> deflected deflect deflecting deflects +deflection -> deflection deflections +deflector -> deflectors deflector +deflower -> deflowering deflowered deflower +defoe -> defoe defoes +defoliant -> defoliants defoliant +defoliate -> defoliating defoliated defoliate +defore -> deforest defore +deformation -> deformation deformations +deformity -> deformities deformity +deform -> deform deforms deforming +defrag -> defragging defrag +defraud -> defrauded defrauding defraud +defray -> defray defrayed defraying defrays +defrock -> defrock defrocking +defrost -> defrosted defrost defrosting defrosts +def -> def defs +deft -> deft deftest defter +defunction -> defunction defunctioning defunctioned +defuse -> defuse defused defusing defuses +degeneracy -> degeneracy degeneracies +degenerate -> degenerate degenerates degenerating degenerated +deg -> deg degged +deglaciation -> deglaciation deglaciations +deglamorise -> deglamorise deglamorised deglamorising +deglaze -> deglaze deglazing +deglutition -> deglutition deglutitions +degradation -> degradation degradations +degrade -> degrading degrades degraded degrade +degreasant -> degreasants degreasant +degrease -> degreasing degrease +degreaser -> degreaser degreasers +degree -> degree degrees +dehisce -> dehisced dehiscing +dehistoricize -> dehistoricized dehistoricizes dehistoricize +de-horn -> de-horning de-horned de-horns +dehorn -> dehorn dehorning dehorned +de-hospitalize -> de-hospitalized de-hospitalizing +dehumanise -> dehumanises dehumanised dehumanising +de-humanise -> de-humanise de-humanising +dehumanize -> dehumanizing dehumanizes dehumanized dehumanize +dehumidifier -> dehumidifiers dehumidifier +dehydrate -> dehydrates dehydrated dehydrate dehydrating +dehydrator -> dehydrators dehydrator +dehydrogenase -> dehydrogenase dehydrogenases +dehydrogenation -> dehydrogenations dehydrogenation +de-ice -> de-icing de-ice +de-icer -> de-icers de-icer +deictic -> deictic deictics +deify -> deified deify deifying +deign -> deigned deign deigns deigning +de-ink -> de-ink de-inking +de-instal -> de-installed de-installing +de-insure -> de-insured de-insuring +deioniser -> deionisers deioniser +deist -> deists deist +deiter -> deiter deiters +deity -> deity deities +dek -> deks dek +delabel -> delabelling delabel +delacour -> delacour delacours +delaminate -> delaminating delaminate delaminated +delamination -> delamination delaminations +delapidation -> delapidation delapidations +delaunay -> delaunay delaunays +delay -> delay delayed delays delaying +delegate -> delegates delegate delegated delegating +delegation -> delegation delegations +delegitimate -> delegitimate delegitimating +delete -> deleted delete deleting deletes +deletion -> deletion deletions +delhi-wallah -> delhi-wallah delhi-wallahs +deli -> delis deli +deliberate -> deliberate deliberated deliberating deliberates +deliberation -> deliberation deliberations +delicacy -> delicacy delicacies +delicatessen -> delicatessen delicatessens +deliciousness -> deliciousness deliciousnesses +delict -> delicts delict +delight -> delight delighted delights delighting +delimitation -> delimitations delimitation +delimiter -> delimiters delimiter +delimit -> delimit delimiting delimited delimits +delineate -> delineated delineate delineates +delineation -> delineation delineations +delink -> delinked delinking +delinquency -> delinquency delinquencies +delinquent -> delinquent delinquents +deliquesce -> deliquescing deliquesce +delirium -> delirium deliriums +delist -> delisted delist delisting +de-list -> de-listed de-listing +deliuer -> deliuered deliuer +deliverable -> deliverable deliverables +deliverance -> deliverance deliverances +deliverer -> deliverer deliverers +delivery -> delivery deliveries deliverying +deliver -> deliver delivers delivered delivering +delivery-man -> delivery-man delivery-men +della -> della dellas +dell -> dell dells +de-louse -> de-louse de-loused +delphinium -> delphiniums delphinium +delphy -> delphys delphy +delta -> delta deltas +deltic -> deltic deltics +deltoid -> deltoid deltoids +delude -> deluded delude deluding deludes +deluge -> deluge deluged deluging deluges +delusion -> delusion delusions +delver -> delvers delver +delve -> delves delving delved delve +demagnetise -> demagnetised demagnetise +demagogue -> demagogue demagogues +demand -> demands demand demanding demanded +demander -> demander demanders +demarcate -> demarcated demarcating demarcates demarcate +demarcation -> demarcation demarcations +demarcator -> demarcator demarcators +demarch -> demarch demarchs +dematerialise -> dematerialises dematerialised dematerialise +dematerialize -> dematerialize dematerialized +demdyke -> demdykes demdyke +demean -> demean demeaned demeans +demeanour -> demeanour demeanours +dementia -> dementia dementias +dement -> dement dementing dements +demerge -> demerge demerged demerging +de-merger -> de-mergers de-merger +demerger -> demerger demergers +demerit -> demerits demerit +deme -> deme demes demed +demesne -> demesne demesnes +demidov -> demidov demidovs +demigod -> demigods demigod +demi-god -> demi-god demi-gods +demijohn -> demijohn demijohns +demi-mondaine -> demi-mondaines demi-mondaine +demi-monde -> demi-monde demi-mondes +demisemiquaver -> demisemiquaver demisemiquavers +demise -> demise demises demised +demister -> demister demisters +demist -> demist demisting +demit -> demitting demits demit demitted +de-mob -> de-mobbed de-mob +demob -> demob demobbed demobs +demobilise -> demobilised demobilise demobilising +demobilization -> demobilization demobilizations +demobilize -> demobilized demobilize demobilizing +democracy -> democracy democracies +democrat -> democrats democrat +democratic -> democratic democratics +democratise -> democratise democratised democratising +democratize -> democratized democratize democratizing democratizes +demographer -> demographers demographer +demographic -> demographic demographics +demolish -> demolish demolished demolishing demolishes +demolisher -> demolisher demolishers +demolition -> demolitions demolition +demon -> demons demon +demoniac -> demoniac demoniacs +demonise -> demonised demonise demonising +demonize -> demonize demonized +demonology -> demonologies demonology +demonstrate -> demonstrated demonstrating demonstrate demonstrates +demonstration -> demonstration demonstrations +demonstrative -> demonstrative demonstratives +demonstrator -> demonstrators demonstrator +demonstratorship -> demonstratorship demonstratorships +demoralise -> demoralising demoralise +demoralize -> demoralizing demoralized demoralize demoralizes +demo -> demo demos demoing +demote -> demote demoting demoted demotes +demotion -> demotion demotions +demotivate -> demotivated demotivating demotivate demotivates +de-motivate -> de-motivate de-motivating +demotivator -> demotivator demotivators +dem -> dem dems +demulsifier -> demulsifiers demulsifier +demur -> demurred demur demurring demurs +demutualisation -> demutualisation demutualisations +de-mystify -> de-mystify de-mystified +demystify -> demystify demystifying demystifies demystified +demythologise -> demythologise demythologising +demythologize -> demythologizing demythologize demythologized +denar -> denar denars +denationalize -> denationalize denationalizing denationalized +denaturalize -> denaturalizing denaturalize +denaturate -> denaturating denaturated +denature -> denatures denaturing denature denatured +dendrite -> dendrites dendrite +dendrodorid -> dendrodorid dendrodorids +dendrogram -> dendrograms dendrogram +dendroid -> dendroids dendroid +dendrologist -> dendrologists dendrologist +dene -> dene denes +denet -> denetted denetting +denial -> denial denials +denier -> denier deniers +denigrate -> denigrate denigrated denigrating denigrates +denim -> denims denim +denitrify -> denitrify denitrified +denizen -> denizens denizen +denominate -> denominated denominating denominate +denomination -> denominations denomination +denominator -> denominator denominators +denotation -> denotation denotations +denote -> denote denotes denoted denoting +denouement -> denouement denouements +denouncer -> denouncers denouncer +denounce -> denounced denouncing denounce denounces +den -> den dens +density -> densities density +dental -> dental dentals +dent -> dent dented dents denting +dentil -> dentil dentils +dentist -> dentist dentists +dentition -> dentition dentitions +d'entreprise -> d'entreprises d'entreprise +denture -> dentures denture +denude -> denuded denude denuding +denunciation -> denunciation denunciations +deny -> denied deny denies denying denys +deodorant -> deodorants deodorant +deoxygenate -> deoxygenated deoxygenating deoxygenate +deoxyribonucleotide -> deoxyribonucleotide deoxyribonucleotides +deoxyribose -> deoxyribose deoxyriboses +depart -> depart departed departs departing +departmentalise -> departmentalised departmentalise +department -> department departments +departure -> departure departures +dependable -> dependable dependables +dependant -> dependants dependant +dependence -> dependence dependences +dependency -> dependency dependencies +dependent -> dependent dependents +depend -> depend depends depending depended +depersonalise -> depersonalising depersonalise depersonalised +depersonalize -> depersonalizing depersonalized depersonalize +dephosphorylate -> dephosphorylate dephosphorylated dephosphorylates +depict -> depicting depicted depicts depict +depiction -> depiction depictions +depilatory -> depilatory depilatories +depit -> depit depitting +deplete -> deplete depleted depleting depletes +depleter -> depleters depleter +depletion -> depletion depletions +deplore -> deplore deplored deplores deploring +deploy -> deployed deploy deploying deploys +deployment -> deployment deployments +depolarise -> depolarise depolarises depolarising depolarised +depolarize -> depolarized depolarize depolarizing +depolarizer -> depolarizer depolarizers +de-politicise -> de-politicising de-politicise +depoliticize -> depoliticize depoliticized +de-politicize -> de-politicizing de-politicized +deponent -> deponents deponent +depopulate -> depopulating depopulated depopulate +deportation -> deportations deportation +deportee -> deportees deportee +deport -> deported deports deport deporting +depo -> depo depos +depose -> deposed depose deposing deposes +deposit -> deposited deposit deposits depositing +deposition -> deposition depositions +depositor -> depositors depositor +depository -> depository depositories +depot -> depot depots +depower -> depowered depowering depower +deprave -> depraved deprave depraving depraves +depravity -> depravity depravities +deprecate -> deprecates deprecating deprecate deprecated +depreciate -> depreciating depreciate depreciated depreciates +depreciation -> depreciation depreciations +depredation -> depredations depredation +depress -> depresses depress +depressant -> depressant depressants +depression -> depression depressions +depressive -> depressive depressives +depressor -> depressor depressors +deprivation -> deprivation deprivations +deprive -> deprive deprived depriving deprives +deprofessionalise -> deprofessionalising deprofessionalised +dep -> dep deps +depth-charge -> depth-charges depth-charge +depth -> depth depths +dept -> dept depts +deputation -> deputation deputations +depute -> deputed deputes deputing depute +deputy -> deputy deputies +deputise -> deputised deputises deputise deputising +deputize -> deputized deputizing deputizes deputize +deputy-lieutenant -> deputy-lieutenants deputy-lieutenant +derail -> derailed derail derailing derails +de-rail -> de-railed de-rail +derailment -> derailment derailments +derangement -> derangement derangements +derange -> derange deranges +derby -> derby derbies derbys +de-recognise -> de-recognised de-recognise +derecognise -> derecognise derecognised +de-recognize -> de-recognizing de-recognize +deregister -> deregistering deregistered deregister +de-register -> de-register de-registered +de-registration -> de-registrations de-registration +deregistration -> deregistration deregistrations +deregulate -> deregulate deregulated deregulating +de-regulate -> de-regulate de-regulated +dereliction -> dereliction derelictions +derelict -> derelict derelicts +de-restrict -> de-restricted de-restrict +deride -> derided deride deriding derides +de-rig -> de-rig de-rigging de-rigs de-rigged +derivation -> derivation derivations +derivative -> derivatives derivative +derive -> derived deriving derives derive +dermatologist -> dermatologists dermatologist +derogate -> derogating derogate derogated derogates +derogation -> derogation derogations +derrick -> derrick derricks +derriere -> derrieres derriere +dervish -> dervish dervishes +derwentwater -> derwentwater derwentwaters +desaturase -> desaturases desaturase +desaturation -> desaturation desaturations +descale -> descaling descale +descaler -> descaler descalers +descant -> descant descanted descants +descend -> descends descend descended descending +descendant -> descendants descendant +descendent -> descendent descendents +descender -> descenders descender +descent -> descent descents +descibe -> descibed descibing +describer -> describer describers +describe -> described describes describe describing +descry -> descries descried descry +description -> description descriptions +description-type -> description-type description-types +descriptor -> descriptors descriptor +desecrate -> desecrated desecrate desecrating +desecration -> desecration desecrations +de-seed -> de-seed de-seeded +de-select -> de-selected de-select +deselect -> deselected deselecting deselect +de-selection -> de-selection de-selections +desensitise -> desensitised desensitise desensitising +de-sensitise -> de-sensitised de-sensitising +desensitize -> desensitize desensitizing desensitized +deserter -> deserter deserters +desertion -> desertion desertions +desert -> desert deserts deserted deserting +deserve -> deserve deserves deserved deserving +desexualize -> desexualizes desexualized +desiderate -> desiderates desiderated +design -> designed design designs designing +designate -> designate designated designating designates +designation -> designation designations +designator -> designators designator +designer -> designer designers +desir -> desirs desir +desirable -> desirable desirables +desire -> desire desired desires desiring +desist -> desist desists desisted desisting +deskil -> deskilled deskilling +desk-jockey -> desk-jockeys desk-jockey +deskpro -> deskpro deskpros +desk -> desk desks +deskside -> deskside desksides +desktop -> desktop desktops +desk-top -> desk-top desk-tops +deskwork -> deskwork deskworks +deslough -> desloughed desloughing +desmid -> desmid desmids +desmond -> desmond desmonds +desolation -> desolation desolations +despair -> despair despairs despaired despairing +despatcher -> despatcher despatchers +despatch -> despatched despatches despatch despatching +desperado -> desperadoes desperado desperados +desperation -> desperation desperations +despise -> despised despise despises despising +despiser -> despisers despiser +despoil -> despoil despoiled despoiling +despoiler -> despoilers despoiler +despoliation -> despoliation despoliations +de-spool -> de-spooling de-spool +despot -> despot despots +dessert -> dessert desserts +d -> d dest ded +de-stabilisation -> de-stabilisation de-stabilisations +destabilise -> destabilise destabilising destabilised destabilises +destabilization -> destabilizations destabilization +de-stabilize -> de-stabilizing de-stabilize +destabilize -> destabilize destabilizing destabilized destabilizes +destination -> destination destinations +destiny -> destiny destinies +destitute -> destitute destitutes +destock -> destock destocking +destory -> destorying destory +de-stress -> de-stressing de-stress +destrier -> destrier destriers +des-troy -> des-troying des-troy +destroy -> destroy destroyed destroying destroys +destroyer -> destroyers destroyer +destruct -> destruct destructed +destruction -> destructions destruction +desublimate -> desublimated desublimates +desulfovibrio -> desulfovibrio desulfovibrios +desulphurise -> desulphurised desulphurise +desulphurize -> desulphurize desulphurizing +desyre -> desyre desyres +detach -> detached detach detaching detaches +detachment -> detachment detachments +detail -> details detail detailing detailed +detain -> detained detain detaining detains +detainee -> detainees detainee +detangle -> detangle detangles +detect -> detected detect detecting detects +detection -> detection detections +detective-constable -> detective-constable detective-constables +detective-inspector -> detective-inspectors detective-inspector +detective -> detective detectives +detective-sergeant -> detective-sergeant detective-sergeants +detectorist -> detectorist detectorists +detector -> detector detectors +detention -> detention detentions +detent -> detent detents +deter -> deterred deter deters deterring +detergent -> detergent detergents +deteriorate -> deteriorated deteriorate deteriorating deteriorates +deterioration -> deterioration deteriorations +determinant -> determinant determinants +determination -> determination determinations +determine -> determine determined determines determining +determiner -> determiners determiner +determinism -> determinism determinisms +determinist -> determinists determinist +deterrent -> deterrents deterrent +detest -> detested detest detests detesting +dethron -> dethroned dethroning +detonate -> detonated detonate detonating detonates +detonation -> detonation detonations +detonator -> detonator detonators +detotalize -> detotalizing detotalizes +detour -> detour detours detoured detouring +detox -> detoxed detox detoxing detoxes +detoxifier -> detoxifiers detoxifier +detoxify -> detoxify detoxifying detoxified detoxifies +detractor -> detractors detractor +detract -> detract detracts detracted detracting +detrain -> detrained detraining detrain +detriment -> detriment detriments +detune -> detuned detunes +deuce -> deuce deuces +deuchar -> deuchar deuchars +deuteron -> deuterons deuteron +deuterostome -> deuterostomes deuterostome +deutscheland -> deutscheland deutschelands +deutschemark -> deutschemark deutschemarks +deutschmark -> deutschmark deutschmarks +devaluation -> devaluation devaluations +devalue -> devaluing devalue devalued devalues +deva -> deva devas +devastate -> devastated devastate devastates +devastation -> devastation devastations +deve -> deving deve +developer -> developers developer +develop -> develop developing developed develops +developmentalist -> developmentalist developmentalists +development -> development developments +devenish -> devenish devenishes +dever -> dever devers +devestate -> devestated devestating +deviance -> deviance deviances +deviancy -> deviancy deviancies +deviant -> deviants deviant +deviate -> deviating deviated deviate deviates +deviationist -> deviationists deviationist +deviation -> deviation deviations +device -> device devices +devil -> devils devil devilled devilling +devil-worshipper -> devil-worshipper devil-worshippers +deviser -> deviser devisers +devise -> devised devising devise devises +devlopment -> devlopments devlopment +devlop -> devlop devlops +devoice -> devoicing devoiced +devolutionist -> devolutionists devolutionist +devolve -> devolve devolving devolved devolves +devote -> devote devoted devoting devotes +devotee -> devotees devotee +devotion -> devotion devotions +devourer -> devourer devourers +devour -> devour devours devoured devouring +dewater -> dewatering dewater dewatered +dewax -> dewaxing dewaxed +dewberry -> dewberry dewberries +dewdrop -> dewdrops dewdrop +dew-drop -> dew-drop dew-drops +dewire -> dewiring dewired +dewlap -> dewlap dewlaps +deworm -> deworm deworming +dew -> dew dews dewed +dexy -> dexy dexies +dextral -> dextral dextrals +dfc -> dfc dfcs +df -> df dfs +dha -> dhas dha +dhaba -> dhaba dhabas +dhal -> dhal dhals +dhow -> dhow dhows +dhrystone -> dhrystone dhrystones +diabetic -> diabetic diabetics +diabetologist -> diabetologist diabetologists +diabolo -> diabolo diabolos +diadem -> diadem diadems +diad -> diad diads +diagnose -> diagnosed diagnose diagnosing diagnoses +diagnosis -> diagnosis diagnoses +diagnostician -> diagnostician diagnosticians +diagonal -> diagonal diagonals +diagram -> diagram diagrams diagrammed diagramming +dialect -> dialects dialect +dialectic -> dialectic dialectics +dialectologist -> dialectologists dialectologist +dial -> dial dialled dials dialing dialed +dialogue -> dialogue dialogues +dialysate -> dialysate dialysates +diamagnet -> diamagnet diamagnets +diamant -> diamant diamants +diameter -> diameter diameters +diamondback -> diamondback diamondbacks +diamond -> diamond diamonds +diaper -> diaper diapers diapered +diaphragm -> diaphragm diaphragms +diapir -> diapirs diapir +diary -> diary diaries diaried +diarist -> diarist diarists +diarrhoea -> diarrhoea diarrhoeas +diaspora -> diaspora diasporas +diatomite -> diatomite diatomites +diatom -> diatom diatoms +diatribe -> diatribes diatribe +dib -> dibs dib +dibber -> dibber dibbers +dibble -> dibble dibbled +dibo -> dibos dibo +dic -> dics dic +dice -> dice diced dicing +dicentra -> dicentra dicentras +dichotomy -> dichotomy dichotomies +dichotomise -> dichotomised dichotomise +dichotomize -> dichotomize dichotomized +dicker -> dickering dicker dickers dickered +dickey -> dickey dickeys +dickhead -> dickhead dickheads +dick-head -> dick-head dick-heads +dicky -> dicky dickies +dickin -> dickins dickin +dick -> dick dicks dicking +dick-tionary -> dick-tionary dick-tionaries +dicotyledon -> dicotyledons dicotyledon +dictaphone -> dictaphone dictaphones +dictate -> dictates dictated dictate dictating +dictation -> dictation dictations +dictator -> dictators dictator +dictatorship -> dictatorship dictatorships +dictionary -> dictionary dictionaries +dictum -> dicta dictums dictum +dicy -> diciest dicy +dicynodont -> dicynodont dicynodonts +do -> does did do doing done d' doth du dos do's doe +diddle -> diddle diddled diddling diddles +didgeridoo -> didgeridoo didgeridoos +didonian -> didonian didonians +diecast -> diecasting diecast +diehard -> diehard diehards +die-hard -> die-hard die-hards +dielectric -> dielectric dielectrics +diem -> diem diems +dientzenhofer -> dientzenhofer dientzenhofers +die-off -> die-off die-offs +diesel-engine -> diesel-engine diesel-engines +diesel -> diesel diesels +dietary -> dietary dietaries +dieter -> dieter dieters +dietetic -> dietetics dietetic +dietician -> dieticians dietician +dietitian -> dietitian dietitians +diet -> diet diets dieting dieted +diffence -> diffences diffence +difference -> difference differences differencing +differential -> differential differentials +differentiate -> differentiate differentiating differentiated differentiates +differentiation -> differentiation differentiations +differentiator -> differentiator differentiators +differ -> differ differs differed differing differred +difficuity -> difficuities difficuity +difficulty -> difficulties difficulty +diff-lock -> diff-locks diff-lock +diffract -> diffracted diffract diffracting +diffractometer -> diffractometer diffractometers +diff -> diff diffs +diffuse -> diffuses diffuse diffusing diffused +diffuser -> diffuser diffusers +diffusionist -> diffusionist diffusionists +diffusion -> diffusion diffusions +diffusivity -> diffusivity diffusivities +dig -> dug dig digging digs digged +digest -> digested digest digests digesting +digester -> digester digesters +digestif -> digestif digestifs +digestion -> digestion digestions +digestive -> digestive digestives +digger -> digger diggers +diggory -> diggory diggorys +digitise -> digitising digitise digitises +digitiser -> digitisers digitiser +digitizer -> digitizer digitizers +digitize -> digitized digitizing digitize +digit -> digit digits +dignatory -> dignatories dignatory +dignify -> dignify dignifies dignifying +dignitary -> dignitaries dignitary +dignity -> dignity dignities +di-gram -> di-gram di-grams +digraph -> digraphs digraph +digress -> digress digressed digresses digressing +digression -> digressions digression +diguise -> diguised diguise +dihedral -> dihedral dihedrals +di' -> di' di'ing +dike -> dikes diked dike +diktat -> diktat diktats +dilapidation -> dilapidation dilapidations +dilatation -> dilatation dilatations +dilate -> dilates dilating dilate dilated +dilation -> dilation dilations +dilator -> dilator dilators +dildo -> dildos dildo +dilemma -> dilemma dilemmas +dilettante -> dilettante dilettanti dilettantes +dill -> dill dilled +dilly -> dillying dilly dillied +dilute -> diluting dilute diluted dilutes +dilution -> dilutions dilution +dimbleby -> dimbleby dimblebys +dimension -> dimension dimensions dimensioned dimensioning +dimer -> dimers dimer +dimerize -> dimerize dimerizing +dime -> dime dimes +diminish -> diminish diminishes diminishing diminished +diminuendo -> diminuendo diminuendos +diminution -> diminution diminutions +diminutive -> diminutive diminutives +dim -> dim dimmed dimmest dimmer dimming dims +dimorphism -> dimorphism dimorphisms +dimple -> dimples dimpled dimple dimpling +dimwit -> dimwit dimwits dimwitted +dinar -> dinars dinar +dinaride -> dinaride dinarides +dine -> dine dined dines +diner -> diners diner +dingbat -> dingbat dingbats +dinge -> dinge dinged +dinghy -> dinghy dinghies dinghys +dingy -> dingy dingier dingiest dingies +ding -> ding dinging dings +dingle -> dingle dingles +dining-room -> dining-room dining-rooms +dink -> dink dinks dinked +dinky -> dinky dinkys dinkies +din -> din dinned dins dinning +dinner-guest -> dinner-guests dinner-guest +dinner-jacket -> dinner-jacket dinner-jackets +dinner-party -> dinner-party dinner-parties +dinner-plate -> dinner-plate dinner-plates +dinner -> dinner dinners +dinner-table -> dinner-table dinner-tables +dinoflagellate -> dinoflagellate dinoflagellates +dino -> dino dinos +dinosaur -> dinosaurs dinosaur +dint -> dint dinting dints dinted +dinucleotide -> dinucleotide dinucleotides +diocesan -> diocesan diocesans +diocese -> diocese dioceses +diode -> diode diodes +diodide -> diodide diodides +diodoro -> diodoro diodoros +diomede -> diomede diomedes +diopside -> diopside diopsides +dioptre -> dioptre dioptres +diorama -> diorama dioramas +diorite -> diorite diorites +dioxide -> dioxide dioxides +dioxin -> dioxins dioxin +dip -> dipped dip dips dipping +diphthong -> diphthongs diphthong +diploblast -> diploblasts diploblast +diploid -> diploid diploids +diploma -> diploma diplomas +diplomate -> diplomates diplomate +diplomatic -> diplomatic diplomatics +diplomatist -> diplomatists diplomatist +diplomat -> diplomat diplomats +diplomonad -> diplomonad diplomonads +dipole -> dipole dipoles +dipper -> dipper dippers +dipslope -> dipslope dipslopes +dipsomaniac -> dipsomaniac dipsomaniacs +dipstick -> dipstick dipsticks +dipterocarp -> dipterocarps dipterocarp +diptych -> diptych diptychs +diradical -> diradical diradicals +diram -> dirams diram +direct -> direct directed directing directs +direction-finder -> direction-finder direction-finders +direction -> direction directions +directive -> directives directive +directivity -> directivity directivities +directorate -> directorate directorates +director-general -> director-general director-generals +directory -> directory directories +director -> director directors +directorship -> directorship directorships +dire -> dire direst direr +dirge -> dirges dirge +dirham -> dirham dirhams +dirigible -> dirigible dirigibles +dirigiste -> dirigiste dirigistes +dirk -> dirk dirks +dirty -> dirty dirtied dirtying dirtiest dirties dirtier +di -> di dis +disability -> disability disabilities +disable -> disables disable disabling +disablement -> disablement disablements +disabuse -> disabusing disabuse disabused +disaccharidase -> disaccharidase disaccharidases +disaccharide -> disaccharide disaccharides +disadvantage -> disadvantage disadvantages disadvantaged disadvantaging +disaffection -> disaffection disaffections +disaffiliate -> disaffiliating disaffiliate disaffiliated +disaffinity -> disaffinities disaffinity +disafforest -> disafforested disafforesting +disafforestment -> disafforestment disafforestments +disaggregate -> disaggregate disaggregating disaggregated disaggregates +disagree -> disagrees disagreed disagree disagreeing +disagreement -> disagreement disagreements +disallowance -> disallowance disallowances +disallow -> disallowed disallowing disallow disallows +disambiguate -> disambiguate disambiguated disambiguating disambiguates +disanalogy -> disanalogy disanalogies +disappearance -> disappearances disappearance +disappear -> disappeared disappears disappear disappearing +disapplication -> disapplication disapplications +disapply -> disapply disapplied disapplies disapplying +disappoint -> disappoints disappoint +disappointment -> disappointments disappointment +disapproval -> disapproval disapprovals +disapprove -> disapproved disapprove disapproves disapproving +disapprover -> disapprovers disapprover +disarmer -> disarmers disarmer +disarm -> disarm disarming disarmed disarms +disarrange -> disarranged disarrange +disarticulate -> disarticulates disarticulated disarticulate +disassemble -> disassembled disassemble disassembling disassembles +disassociate -> disassociates disassociate disassociating disassociated +dis-associate -> dis-associating dis-associate +disaster -> disaster disasters +disavowal -> disavowal disavowals +disavow -> disavow disavowing disavowed disavows +disband -> disbanded disbanding disband disbands +disbandment -> disbandment disbandments +disbar -> disbarred disbar disbarring +disbarment -> disbarment disbarments +disbelief -> disbelief disbeliefs +disbeliever -> disbeliever disbelievers +disbelieve -> disbelieve disbelieves disbelieving disbelieved +disbenefit -> disbenefits disbenefit +disbud -> disbud disbudding disbudded +disburse -> disbursed disburse disbursing +disbursement -> disbursements disbursement +discard -> discarded discard discarding discards +discern -> discerning discerns discern discerned +discharge -> discharge discharged discharges discharging +discharger -> dischargers discharger +disciple -> disciple disciples discipling discipled +disciplinarian -> disciplinarian disciplinarians +disciplinary -> disciplinary disciplinaries +discipline -> discipline disciplines disciplined disciplining +disc-jockey -> disc-jockeys disc-jockey +disclaim -> disclaimed disclaim disclaims disclaiming +disclaimer -> disclaimers disclaimer +disclose -> disclosed disclose discloses disclosing +disclosure -> disclosures disclosure +discod -> discod discods +discolour -> discolour discolouring discolours +discomfit -> discomfited discomfit discomfiting discomfits discomfitted +discomfiture -> discomfiture discomfitures +discomfort -> discomfort discomforting discomforts discomforted +discommode -> discommode discommoded +discompose -> discomposed discompose +disconcert -> disconcert disconcerted disconcerts +disconfirm -> disconfirmed disconfirming disconfirms +disconnect -> disconnect disconnected disconnecting disconnects +disconnection -> disconnection disconnections +discontent -> discontent discontents +discontinue -> discontinuing discontinued discontinue discontinues +discontinuity -> discontinuity discontinuities +discordance -> discordance discordances +discord -> discord discords +disco -> disco discos discoing +discotheque -> discotheque discotheques +discount -> discounted discount discounting discounts +discountenance -> discountenanced discountenances +discounter -> discounters discounter +discourage -> discourage discouraged discouraging discourages +discouragement -> discouragement discouragements +discourse -> discourses discourse discoursed discoursing +discourtesy -> discourtesy discourtesies +discover -> discovering discover discovered discovers +discoverer -> discoverers discoverer +discovery -> discovery discoveries +discredit -> discrediting discredit discredits discredited +discreet -> discreet discreetest +discrepancy -> discrepancy discrepancies +discrete -> discrete discretes +discretion -> discretion discretions +discriminant -> discriminant discriminants +discriminate -> discriminate discriminates discriminated discriminating +discrimination -> discrimination discriminations +discriminator -> discriminator discriminators +disc -> disc discs +discussant -> discussant discussants +discuss -> discuss discussing discusses discussed +discussion -> discussion discussions +disdain -> disdain disdains disdained disdaining +disease -> disease diseases +diseconomy -> diseconomies diseconomy +dis-economy -> dis-economies dis-economy +disembark -> disembarking disembark disembarked disembarks +disembody -> disembody disembodies +disembowel -> disembowelled disembowelling disembowel +disempower -> disempowering disempower disempowers disempowered +disenfranchise -> disenfranchise disenfranchised disenfranchising disenfranchises +disengage -> disengage disengages disengaging disengaged +disentangle -> disentangle disentangling disentangled disentangles +disentitle -> disentitled disentitling disentitle +disestablish -> disestablished disestablish +disfavour -> disfavour disfavoured disfavouring disfavours +disfigurement -> disfigurement disfigurements +disfigure -> disfiguring disfigures disfigured disfigure +disfluency -> disfluency disfluencies +disfranchise -> disfranchised disfranchise +disgorge -> disgorged disgorge disgorges disgorging +disgorger -> disgorgers disgorger +disgrace -> disgrace disgraced disgraces disgracing +disguise -> disguised disguise disguising disguises +disgust -> disgusted disgust disgusts +disharmony -> disharmony disharmonies +dishcloth -> dishcloth dishcloths +dishearten -> disheartened dishearten +dishful -> dishfuls dishful +dishy -> dishy dishiest +dish -> dish dishing dishes dished +dishonesty -> dishonesty dishonesties +dishonour -> dishonour dishonours dishonoured dishonouring +dishtowel -> dishtowels dishtowel +dishwash -> dishwashing dishwash +dishwasher -> dishwashers dishwasher +dish-washer -> dish-washer dish-washers +disillusion -> disillusioned disillusion disillusioning disillusions +disillusionment -> disillusionment disillusionments +disimpact -> disimpacted disimpact +disincentive -> disincentive disincentives +disinfectant -> disinfectant disinfectants +disinfect -> disinfecting disinfected disinfect disinfects +disinherit -> disinherited disinherit disinheriting disinherits +disinhibit -> disinhibit disinhibiting disinhibited +disintegrate -> disintegrate disintegrating disintegrates disintegrated +disintegration -> disintegration disintegrations +disinter -> disinter disinterred disinterring +disinvest -> disinvesting disinvests +disjoin -> disjoined disjoin disjoins +disjoint -> disjoint disjoints +disjunction -> disjunction disjunctions +disjunct -> disjunct disjuncts +disjuncture -> disjuncture disjunctures +diskette -> diskettes diskette +disk -> disk disks +dislike -> dislike disliked dislikes disliking +dislocate -> dislocates dislocated dislocate dislocating +dislocation -> dislocation dislocations +dislodge -> dislodged dislodge dislodges dislodging +dismantle -> dismantling dismantled dismantle dismantles +dismantler -> dismantlers dismantler +dismast -> dismasting dismasted +dismay -> dismay dismaying dismays dismayed +dismember -> dismembered dismember dismembering +dismiss -> dismissed dismiss dismissing dismisses +dismissal -> dismissal dismissals +dismount -> dismounted dismount dismounting dismounts +disobey -> disobeyed disobeying disobey disobeys +disorder -> disorders disorder disordered disordering +disorderly -> disorderly disorderlies +disorganize -> disorganize disorganizing +disorientate -> disorientating disorientates disorientate +disorientation -> disorientation disorientations +disorient -> disorient disorienting disorients +disown -> disown disowned disowning disowns +disparage -> disparage disparaged disparages +disparagement -> disparagement disparagements +disparity -> disparity disparities +dispatch -> dispatch dispatched dispatches dispatching +dispatcher -> dispatcher dispatchers +dispel -> dispelled dispel dispels dispelling +dispensary -> dispensary dispensaries +dispensation -> dispensation dispensations +dispense -> dispense dispensed dispensing dispenses +dispenser -> dispenser dispensers +dispersal -> dispersal dispersals +dispersant -> dispersant dispersants +disperse -> dispersed disperse dispersing disperses +disperser -> dispersers disperser +dispersionist -> dispersionists dispersionist +dispersion -> dispersion dispersions +dispirit -> dispirited dispirit +displace -> displaced displace displacing displaces +displacement -> displacement displacements +display -> displayed display displays displaying +displease -> displease displeasing displeases +displeasure -> displeasure displeasures +disponee -> disponee disponees +disport -> disported disporting disport +disposable -> disposable disposables +disposal -> disposal disposals +dispose -> disposed dispose disposes disposing +disposer -> disposer disposers +disposition -> disposition dispositions +dispossess -> dispossessed dispossessing dispossess +dispossession -> dispossession dispossessions +disproof -> disproof disproofs +disproportionality -> disproportionality disproportionalities +disproportionate -> disproportionate disproportionating +disproportion -> disproportion disproportions +disprove -> disprove disproved disproves disproving +disputant -> disputants disputant +disputation -> disputation disputations +dispute -> dispute disputes disputing disputed +dispute-settlement -> dispute-settlement dispute-settlements +disqualification -> disqualification disqualifications +disqualify -> disqualified disqualify disqualifying disqualifies +disquiet -> disquiet disquieted disquiets +disquisition -> disquisitions disquisition +disregard -> disregarded disregard disregarding disregards +disrespect -> disrespect disrespected +disrobe -> disrobing disrobed +disrupt -> disrupted disrupt disrupting disrupts +disrupter -> disrupter disrupters +disruption -> disruption disruptions +disruptor -> disruptor disruptors +dissapear -> dissapear dissapearing dissapeared +dissappear -> dissappeared dissappears +dissatisfaction -> dissatisfaction dissatisfactions +dissatisfy -> dissatisfies dissatisfying dissatisfy dissatisfier +dissect -> dissecting dissect dissected dissects +dissection -> dissection dissections +dissembler -> dissemblers dissembler +dissemble -> dissemble dissembling dissembles dissembled +disseminate -> disseminating disseminated disseminate disseminates +disseminator -> disseminators disseminator +dissension -> dissension dissensions +dissenter -> dissenters dissenter +dissentient -> dissentient dissentients +dissention -> dissention dissentions +dissent -> dissent dissents dissenting dissented +dissertation -> dissertations dissertation +disservice -> disservice disservices +dissident -> dissident dissidents +dissimilarity -> dissimilarity dissimilarities +dissimulate -> dissimulating dissimulate dissimulated dissimulates +diss -> diss dissing +dissipate -> dissipate dissipated dissipating dissipates +dissipation -> dissipation dissipations +dissociate -> dissociate dissociated dissociating dissociates +dissociation -> dissociation dissociations +dissolute -> dissolute dissolutes +dissolution -> dissolution dissolutions +dissolve -> dissolve dissolving dissolved dissolves +dissonance -> dissonance dissonances +dissuade -> dissuaded dissuade dissuading dissuades +distaff -> distaff distaffs +distalgesic -> distalgesic distalgesics +distance -> distance distances distancing distanced +distanciation -> distanciation distanciations +distaste -> distaste distastes +distemper -> distemper distempering distempered distempers +distend -> distended distending distend +distension -> distension distensions +distillate -> distillate distillated distillates +distillation -> distillation distillations +distil -> distil distilled distilling distils +distiller -> distillers distiller +distillery -> distilleries distillery +distill -> distill distills +distinction -> distinction distinctions +distinctive -> distinctive distinctives +distinguish -> distinguish distinguished distinguishing distinguishes +distort -> distorted distort distorting distorts +distorter -> distorters distorter +distortion -> distortion distortions +distract -> distracted distract distracting distracts +distraction -> distraction distractions +distractor -> distractor distractors +distrain -> distrain distrained distraining +distraint -> distraint distraints +distress -> distress distressed distresses +distributary -> distributary distributaries +distribute -> distributing distributed distributes distribute +distributer -> distributer distributers +distribution -> distribution distributions +distributor -> distributor distributors +district -> district districts districting +distrust -> distrust distrusts distrusted distrusting +disturbance -> disturbances disturbance +disturb -> disturbs disturbed disturb disturbing +disturber -> disturbers disturber +disulphate -> disulphate disulphated +disulphide -> disulphides disulphide +disunity -> disunity disunities +disyllable -> disyllable disyllables +dit -> dits dit +ditch -> ditches ditch ditching ditched +ditcher -> ditcher ditchers +dither -> dithering dithered dither dithers +ditherer -> ditherer ditherers +dithiadiazole -> dithiadiazoles dithiadiazole +dithiazole -> dithiazoles dithiazole +ditty -> ditties ditty +diuretic -> diuretic diuretics +divagation -> divagations divagation +divan -> divan divans +diva -> diva divas +dive-bomb -> dive-bombed dive-bomb dive-bombs +dive-bomber -> dive-bombers dive-bomber +divemaster -> divemasters divemaster +divergence -> divergence divergences +divergent -> divergent divergents +diverge -> diverged diverges diverge diverging +diver -> diver divers +diversification -> diversification diversifications +diversify -> diversify diversifying diversified diversifies +diversion -> diversion diversions +diversity -> diversity diversities +divert -> diverted divert diverting diverts +diverter -> diverter diverters +divertimento -> divertimento divertimentos +divertissement -> divertissements divertissement +divertor -> divertors divertor +divest -> divested divest divesting divests +divestment -> divestment divestments +divi -> divis divi +divide -> divided divide divides dividing +dividend -> dividend dividends +divider -> divider dividers +dividing-line -> dividing-line dividing-lines +divil -> divil divils +divination -> divination divinations +divine -> divining divine divines divined diviner divinest +dive -> dive diving dives dived dove +divinity -> divinity divinities +divisional -> divisional divisionals +division -> division divisions +divisor -> divisors divisor +divorce -> divorce divorced divorcing divorces +divorcee -> divorcee divorcees +divorce-rate -> divorce-rate divorce-rates +divot -> divot divots +div -> div divs +divulge -> divulge divulged divulges divulging +divvy -> divvy divvied +diyer -> diyer diyers +d-i-yer -> d-i-yer d-i-yers +dizzy -> dizzy dizzied dizzier +dj -> djs dj djing djed +djiboutian -> djiboutians djiboutian +djinn -> djinn djinns +d-latch -> d-latches d-latch +d-mark -> d-marks d-mark +dm -> dm dms +dna -> dna dnas +dne -> dne dnes +d-notice -> d-notice d-notices +dn -> dn dns +doab -> doabs doab +doant -> doant doanted +dobag -> dobag dobags +doberman -> dobermans doberman +dobermann -> dobermann dobermanns +doble -> doble dobleing dobles +dobra -> dobra dobras +dobro -> dobro dobros +dob -> dob dobs +docker -> dockers docker +dockerty -> dockerty dockertys +docket -> docket dockets +dock-gate -> dock-gate dock-gates +dock -> dock docks docked docking +dockside -> dockside docksides +dockworker -> dockworkers dockworker +dockyard -> dockyard dockyards +doc -> doc docs +doctor -> doctors doctor +doctorate -> doctorate doctorates +doctore -> doctored doctoring +doctrinaire -> doctrinaire doctrinaires +doctrine -> doctrine doctrines +documentary -> documentary documentaries +documentarist -> documentarist documentarists +documentary-maker -> documentary-makers documentary-maker +documentation -> documentation documentations +document-holder -> document-holder document-holders +document -> document documents documented documenting +do-day -> do-days do-day +dodder -> dodders doddering dodder doddered +doddy -> doddies doddy +dodge -> dodge dodged dodges dodging +dodgem -> dodgems dodgem +dodger -> dodger dodgers +dodgy -> dodgy dodgier dodgiest +dodo -> dodo dodos +doer -> doers doer +doeskin -> doeskin doeskins +doff -> doffed doffing doff doffs +dog -> dogs dog dogged dogging +dogcart -> dogcart dogcarts +dog-collar -> dog-collar dog-collars +dog-day -> dog-days dog-day +dog-end -> dog-end dog-ends +doge -> doge doges +dogfight -> dogfights dogfight dogfighting +dog-fight -> dog-fights dog-fight +doggy -> doggy doggies +dog-handler -> dog-handlers dog-handler +dog-lead -> dog-lead dog-leads +dogleg -> dogleg doglegs +dog-leg -> dog-leg dog-legs +dog-lover -> dog-lover dog-lovers +dogma -> dogma dogmas +dogmatic -> dogmatic dogmatics +dogmatist -> dogmatists dogmatist +do-gooder -> do-gooders do-gooder +dog-owner -> dog-owner dog-owners +dog-paddle -> dog-paddles dog-paddle +dog-rose -> dog-rose dog-roses +dogsbody -> dogsbody dogsbodying dogsbodies +dog-tag -> dog-tag dog-tags +dog-whelk -> dog-whelks dog-whelk +dogwhelk -> dogwhelk dogwhelks +dogwood -> dogwood dogwoods +doy -> doy doies +d'oignon -> d'oignon d'oignons +doily -> doilies doily +do-it-yourselfer -> do-it-yourselfer do-it-yourselfers +dojo -> dojo dojos +doke -> doke dokes +doldrum -> doldrums doldrum +dolerite -> dolerite dolerites +doley -> doley doleys +dole -> dole doling doled doles +doll -> dolls doll dolled dolling +dollar -> dollars dollar +dolly -> dolly dollies +dollop -> dollops dollop +dolly-bird -> dolly-birds dolly-bird +dolly-mixture -> dolly-mixtures dolly-mixture +dolman -> dolman dolmans +dolmen -> dolmens dolmen +dolomite -> dolomite dolomites +dolorosa -> dolorosa dolorosas +dolour -> dolour dolours +dolphinarium -> dolphinarium dolphinariums +dolphin -> dolphin dolphins +dolt -> dolts dolt +domain -> domain domains +dome-car -> dome-cars dome-car +domenican -> domenican domenicans +dome -> dome domes domed +domesticate -> domesticating domesticate domesticates +domestication -> domestication domestications +domesticity -> domesticity domesticities +domestic -> domestic domestics +domestique -> domestique domestiques +domicile -> domicile domiciled domiciles +dominant -> dominant dominants +dominate -> dominated dominating dominate dominates +domination -> domination dominations +dominator -> dominator dominators +dominatrix -> dominatrix dominatrixes +domineer -> domineering domineered +dominican -> dominicans dominican +dominion -> dominion dominions +domino -> dominoes domino dominos +domo -> domo domos +donate -> donate donated donating donates +donation -> donation donations +donatist -> donatist donatists +donee -> donee donees +doner -> doner doners +dong -> dong dongs +donjon -> donjons donjon +donkey -> donkeys donkey +donkeyman -> donkeymen donkeyman +donnee -> donnee donnees +donor -> donor donors +do-nothing -> do-nothing do-nothings +don -> don dons donned donning doned +don't -> don'ts don't +dont -> dont donts +donut -> donut donuts +donzel -> donzels donzel +doocot -> doocot doocots +doo-dah -> doo-dah doo-dahs +doodle -> doodling doodle doodles doodled +doodlebug -> doodlebug doodlebugs +doodle-bug -> doodle-bug doodle-bugs +doohickey -> doohickey doohickeys +doom -> doomed doom dooming dooms +doom-merchant -> doom-merchants doom-merchant +doom-monger -> doom-mongers doom-monger +door -> doors door +doorbell -> doorbell doorbells +doorcase -> doorcases doorcase +doore -> doores doore +door-frame -> door-frame door-frames +doorhandle -> doorhandle doorhandles +door-hanging -> door-hangings door-hanging +doorjamb -> doorjambs doorjamb +doorkeeper -> doorkeeper doorkeepers +doorknob -> doorknob doorknobs +doorknocker -> doorknocker doorknockers +door-knocker -> door-knocker door-knockers +doorlock -> doorlocks doorlock +door-lock -> door-locks door-lock +doormat -> doormat doormats +doorman -> doorman doormen +doornail -> doornail doornails +door-opener -> door-opener door-openers +door-panel -> door-panel door-panels +door-post -> door-posts door-post +doorpost -> doorpost doorposts +doorstep -> doorstep doorsteps doorstepping +doorstop -> doorstop doorstops +doorway -> doorway doorways +doo -> doo doos +doover -> doovers doover +dopac -> dopacs dopac +dopant -> dopants dopant +doper -> dopers doper +dope -> dope doping doped dopes +doppelganger -> doppelganger doppelgangers +doppler-shift -> doppler-shifts doppler-shift +dopy -> dopiest dopy +dory -> dory dories +dork -> dork dorks +dorm -> dorms dorm +dorman -> dorman dormans +dormer -> dormer dormers dormered +dormitory -> dormitory dormitories +dormobile -> dormobile dormobiles +dornaway -> dornaways dornaway +dorn -> dorn dorning +dorp -> dorp dorps dorpped +dorrit -> dorrit dorrits +dorsal -> dorsal dorsals +dosage -> dosages dosage +dose-response -> dose-response dose-responses +dose -> dose doses dosed dosing +dosimeter -> dosimeters dosimeter +doss -> doss dossed dossing dosses +dosser -> dossers dosser +dosseret -> dosserets dosseret +doss-house -> doss-house doss-houses +dossier -> dossier dossiers +dotard -> dotards dotard +dote -> doted dote dotes doting +dot -> dots dotted dot dotting +dotty -> dotty dottier +douanier -> douanier douaniers +double -> doubled double doubles doubling +double- -> double-s double- +double-act -> double-act double-acts +double-bass -> double-basses double-bass +double-bluff -> double-bluffs double-bluff +double-bogey -> double-bogey double-bogeys +double-booking -> double-bookings double-booking +doublecheck -> doublecheck doublechecked +double-check -> double-check double-checks +double-cross -> double-cross double-crossed +double-decker -> double-decker double-deckers +double-door -> double-door double-doors +double-entendre -> double-entendre double-entendres +double-entry -> double-entries double-entry +double-figure -> double-figure double-figures +double-knit -> double-knit double-knits +double-neck -> double-necks double-neck +doublere -> doubleres doublere +double-standard -> double-standard double-standards +double-stop -> double-stops double-stop +doublet -> doublets doublet +double-take -> double-take double-takes +doubletake -> doubletake doubletaking +doubloon -> doubloons doubloon +doubt -> doubt doubted doubts doubting +doubter -> doubters doubter +doubtful -> doubtful doubtfuls +douceur -> douceurs douceur +douch -> douches douching douch +doughball -> doughball doughballs +doughboy -> doughboys doughboy +doughnut -> doughnuts doughnut doughnutting +doughty -> doughty doughtiest +douglas-home -> douglas-home douglas-homes +dour -> dour dourest +douro -> douros douro +douse -> doused douse douses dousing +douzet -> douzet douzets +dovecote -> dovecote dovecotes +dovecot -> dovecot dovecots +dover -> dover dovered +dovetail -> dovetail dovetailed dovetails dovetailing +dove-tail -> dove-tail dove-tailing +dowager -> dowager dowagers +dowayo -> dowayo dowayos +dowdy -> dowdy dowdiest dowdier +dowd -> dowd dowding +dowel -> dowels dowel dowelled +down-and-out -> down-and-outs down-and-out +downbeat -> downbeat downbeats +downclimb -> downclimbed downclimbing +downdraught -> downdraughts downdraught +down-draught -> down-draughts down-draught +down-escalator -> down-escalators down-escalator +downfall -> downfall downfalls +down-grade -> down-graded down-grade +downgrade -> downgrades downgrading downgraded downgrade +down-grading -> down-grading down-gradings +downhiller -> downhiller downhillers +downhill -> downhill downhills +downland -> downland downlands +downlight -> downlights downlight +downlighter -> downlighters downlighter +download -> download downloaded downloads downloading +down-load -> down-load down-loaded +down-payment -> down-payment down-payments +down-penalty -> down-penalty down-penalties +downpipe -> downpipes downpipe +downplay -> downplay downplayed downplaying downplays +down-play -> down-play down-playing +downpour -> downpour downpours +down-problem -> down-problem down-problems +downregulate -> downregulated downregulate +down -> down downs downed downing downer +downside -> downside downsides +downsize -> downsizing downsized downsize +downslope -> downslopes downslope +downspout -> downspout downspouts +down-stroke -> down-strokes down-stroke +downstroke -> downstroke downstrokes +downswing -> downswing downswings +down-swing -> down-swing down-swings +downtown -> downtown downtowner +downturn -> downturn downturns downturned +down-turn -> down-turn down-turns +dowry -> dowry dowries +dowse -> dowsing dowsed dowse +dowser -> dowser dowsers +doxy -> doxies doxy +doyen -> doyen doyens +doze -> dozed doze dozing dozes +dozy -> dozy doziest +dra -> dras dra +drab -> drab drabbest drabs drabber +drabble -> drabble drabbled +drachma -> drachmas drachma +draft-dodger -> draft-dodgers draft-dodger +drafter -> drafters drafter +draft -> draft drafts drafted drafting +draftsman -> draftsman draftsmen +drag-back -> drag-back drag-backs +dragger -> draggers dragger +drag -> dragged dragging drag drags +drag-lift -> drag-lift drag-lifts +drag-line -> drag-lines drag-line +dragnet -> dragnet dragnets +dragoman -> dragomen dragoman dragomans +dragon -> dragons dragon +dragonera -> dragonera dragoneras +dragone -> dragone dragones +dragonfly -> dragonfly dragonflies +dragon-fly -> dragon-flies dragon-fly +dragonlord -> dragonlord dragonlords +dragonrider -> dragonriders dragonrider +dragon-ship -> dragon-ships dragon-ship +dragoon -> dragoons dragooned dragoon dragooning +drainage-basin -> drainage-basins drainage-basin +draincock -> draincock draincocks +drain -> drain drained draining drains +drainer -> drainers drainer +drain-hole -> drain-holes drain-hole +drain-pipe -> drain-pipes drain-pipe +drainpipe -> drainpipe drainpipes +drainvalve -> drainvalves drainvalve +drake -> drake drakes +drama -> drama dramas +dramatic -> dramatic dramatics +dramatisation -> dramatisation dramatisations +dramatise -> dramatised dramatise dramatises dramatising +dramatist -> dramatists dramatist +dramatization -> dramatization dramatizations +dramatize -> dramatizing dramatizes dramatize dramatized +dram -> dram drams +drapery -> drapery draperies +draper -> draper drapers +drape -> draped draping drapes drape +drat -> drat dratted +draught-excluder -> draught-excluder draught-excluders +draughty -> draughty draughtiest +draughtproof -> draughtproofing draughtproofed draughtproof +draught -> draught draughts draughting draughted +draughtsman -> draughtsman draughtsmen +draw -> drawn draw drawing drew draws drawed +drawback -> drawback drawbacks +draw-back -> draw-back draw-backs +drawbridge -> drawbridge drawbridges +drawcord -> drawcord drawcords +drawdown -> drawdown drawdowns +drawer -> drawer drawers +drawe -> drawe drawes +drawing-board -> drawing-boards drawing-board +drawing-pin -> drawing-pin drawing-pins +drawing-room -> drawing-room drawing-rooms +drawl -> drawled drawl drawls drawling +drawstring -> drawstrings drawstring +draw-string -> draw-string draw-strings +dray -> drays dray +drayman -> drayman draymen +dreadful -> dreadful dreadfuls +dread -> dread dreading dreaded dreads +dreadlock -> dreadlocks dreadlock dreadlocked +dreadnought -> dreadnought dreadnoughts +dream-book -> dream-books dream-book +dreamer -> dreamers dreamer +dreame -> dreame dreames +dreamy -> dreamy dreamier dreamiest +dream-interpretation -> dream-interpretation dream-interpretations +dreamland -> dreamland dreamlands +dream-machine -> dream-machines dream-machine +dream-poem -> dream-poem dream-poems +dream -> dream dreams dreaming dreamed dreamt +dreamscape -> dreamscape dreamscapes +dreamwalker -> dreamwalkers dreamwalker +dreamwalk -> dreamwalked dreamwalking +dreary -> dreary dreariest drearier +dredger -> dredger dredgers +dredge -> dredged dredging dredges dredge +dreme -> dremes dreme +drench -> drenched drenching drench drenches +dresdener -> dresdeners dresdener +dress -> dressed dress dresses dressing +dresser -> dresser dressers +dress-fastening -> dress-fastenings dress-fastening +dressy -> dressy dressier +dressing-case -> dressing-cases dressing-case +dressing-gown -> dressing-gown dressing-gowns +dressing-room -> dressing-rooms dressing-room +dressing-table -> dressing-table dressing-tables +dressmaker -> dressmaker dressmakers +dress-style -> dress-style dress-styles +dr -> dr drest +drey -> dreys drey +dr'gasian -> dr'gasians dr'gasian +dribbler -> dribblers dribbler +dribble -> dribble dribbling dribbled dribbles +drifter -> drifters drifter +drift -> drift drifting drifts drifted +driftnet -> driftnets driftnet driftnetting +drift-net -> drift-nets drift-net +drill -> drilling drill drills drilled +driller -> driller drillers +drillo -> drillo drillos +d-ring -> d-ring d-rings +drinkable -> drinkable drinkables +drink-driver -> drink-driver drink-drivers +drinker -> drinker drinkers +drink -> drink drinking drank drinks drunk +drinking-cup -> drinking-cup drinking-cups +drinking-horn -> drinking-horn drinking-horns +drinking-party -> drinking-parties drinking-party +drip -> dripping dripped drips drip +drippy -> drippy drippiest +drive -> driven drive drove drives driving +driveage -> driveage driveages +drive-by -> drive-by drive-bys +drivechart -> drivecharts drivechart +drive-hole -> drive-holes drive-hole +drive-in -> drive-in drive-ins +drivel -> drivel drivelling +driver -> drivers driver +drive-shaft -> drive-shafts drive-shaft +driveshaft -> driveshaft driveshafts +driveway -> driveway driveways +driving-licence -> driving-licences driving-licence +drizzle -> drizzle drizzling drizzled drizzles +droid -> droid droids +droite -> droite droites +droit -> droit droits +drollery -> drollery drolleries +droll -> droll drolls +dromedary -> dromedary dromedaries +dron -> droning dron +drone -> droned drone drones +drool -> drool drooling drooled drools +droop -> droop drooped drooping droops +drop -> drops drop dropped dropping +drop-down -> drop-down drop-downs +drop-goal -> drop-goal drop-goals +drop-in -> drop-in drop-ins +drop-kick -> drop-kick drop-kicks +drop-leaf -> drop-leaf drop-leafs +droplet -> droplets droplet +dropnik -> dropniks dropnik +drop-off -> drop-off drop-offs +dropout -> dropouts dropout +drop-out -> drop-out drop-outs +dropper -> dropper droppers +dropshaft -> dropshafts dropshaft +dropsy -> dropsy dropsies +drop-zone -> drop-zones drop-zone +dro -> dro dros +drought -> drought droughts +drover -> drovers drover +drove-road -> drove-road drove-roads +drove-way -> drove-ways drove-way +droveway -> droveway droveways +drown -> drown drowned drowning drowns +drowse -> drowse drowsed drowsing +drowsy -> drowsy drowsier +drub -> drubbed drubs drub +drudgery -> drudgery drudgeries +drudge -> drudge drudges +drug -> drugs drug drugged drugging +drug-addict -> drug-addicts drug-addict +drug-dealer -> drug-dealer drug-dealers +drugget -> drugget druggets +druggist -> druggists druggist +druggy -> druggies druggy +drug-smuggler -> drug-smugglers drug-smuggler +drugstore -> drugstores drugstore +drug-taker -> drug-takers drug-taker +drug-trafficker -> drug-traffickers drug-trafficker +drug-user -> drug-users drug-user +druid -> druids druid +drum -> drums drum drumming drummed +drumbeat -> drumbeats drumbeat +drum-beat -> drum-beat drum-beats +drumgoole -> drumgoole drumgooles +drumkit -> drumkit drumkits +drumlin -> drumlins drumlin +drummer -> drummer drummers +drummond -> drummond drummonds +drumroll -> drumroll drumrolls +drumskin -> drumskin drumskins +drumstick -> drumsticks drumstick +drunkard -> drunkard drunkards +drupe -> drupe drupes +druse -> druse druses +drustan -> drustans drustan +dry -> drying dry drier dried dries driest drys dryed +dryad -> dryads dryad +drybrough -> drybroughs drybrough +dry-cleaner -> dry-cleaners dry-cleaner +drydock -> drydocked drydock +dryer -> dryer dryers +dryland -> drylands dryland +dryopithecin -> dryopithecins dryopithecin +drypoint -> drypoint drypoints +drysuit -> drysuit drysuits +dsc -> dsc dscs +dtac -> dtacs dtac +dualism -> dualism dualisms +dualist -> dualists dualist +duality -> duality dualities +duall -> dualling dualled +dual -> dual duals +duannian -> duannians duannian +duathlon -> duathlons duathlon +dub -> dubs dubbed dubbing dub +dubber -> dubber dubbers +dubby -> dubby dubbier +dubbine -> dubbining dubbined +dubliner -> dubliners dubliner +duca -> duca ducas +ducat -> ducat ducats +duccio -> duccio duccios +duce -> duce duces +duchess -> duchess duchesses +duchy -> duchy duchies +duckbill -> duckbills duckbill +duckboard -> duckboard duckboards duckboarding +ducker -> ducker duckering +duckery -> duckeries duckery +ducky -> ducky duckies +duck -> duck ducking ducks ducked +ducking-stool -> ducking-stools ducking-stool +duckling -> duckling ducklings +duckpond -> duckponds duckpond +duck-pond -> duck-pond duck-ponds +duc -> duc ducs +duct -> ducts duct ducted ducting +duddy -> duddy duddies +dude -> dudes dude duded +dudley -> dudley dudleys +dud -> dud duds +due -> due dueing +duell -> duelling duelled duell +duellist -> duellists duellist +duel -> duel duels +duergar -> duergar duergars +duet -> duet duets duetted duetting +duff -> duff duffed duffs +duffer -> duffers duffer +duffle -> duffle duffles +dugong -> dugongs dugong +dugout -> dugouts dugout +dug-out -> dug-out dug-outs +duiker -> duikers duiker +dukedom -> dukedom dukedoms +duke -> duke dukes +dulce -> dulce dulces +dulcimer -> dulcimer dulcimers +dullard -> dullards dullard +dull -> dull dullest dulled dulling duller dulls +dumb-bell -> dumb-bells dumb-bell +dumbbell -> dumbbell dumbbells +dumbell -> dumbells dumbell +dumbfound -> dumbfounded dumbfound +dumb -> dumb dumbing dumber dumbed dumbest +dumble -> dumble dumbles +dumbo -> dumbo dumbos +dumbshow -> dumbshow dumbshows +dum-dum -> dum-dum dum-dums +dummy -> dummy dummies dummied dummys dummying +dump -> dumped dump dumps dumping +dumpbin -> dumpbin dumpbins +dumper -> dumper dumpers +dumpy -> dumpy dumpier +dumpling -> dumplings dumpling +dumpster -> dumpster dumpsters +dun-and-white -> dun-and-whites dun-and-white +dunce -> dunces dunce +dunderhead -> dunderhead dunderheads +dune-buggy -> dune-buggy dune-buggies +duneland -> duneland dunelands +dune -> dune dunes +dungaree -> dungarees dungaree +dungeon -> dungeons dungeon +dung-heap -> dung-heaps dung-heap +dung-hill -> dung-hills dung-hill +dunghill -> dunghill dunghills +dung -> dung dunging +dunite -> dunites dunite +dunkerton -> dunkerton dunkertons +dunk -> dunk dunking dunked dunks +dunlin -> dunlin dunlins +dunnock -> dunnock dunnocks +dun -> dun duns dunned +dunter -> dunter dunters +dunum -> dunums dunum +duodenoscope -> duodenoscope duodenoscopes +duolian -> duolian duolians +duomatic -> duomatic duomatics +duopoly -> duopoly duopolies +duo -> duo duos +dupe -> duped dupes dupe duping +dupion -> dupion dupions +duplex -> duplex duplexes duplexed duplexing +dupli-carver -> dupli-carver dupli-carvers +duplicate -> duplicate duplicated duplicates duplicating +duplication -> duplication duplications +duplicator -> duplicators duplicator +duplicity -> duplicity duplicities +duppy -> duppies duppy +durability -> durability durabilities +durable -> durable durables +duracell -> duracell duracells +durance -> durance durances +duran -> duran durans +dura -> dura duras +duration -> duration durations +durbar -> durbar durbars +duress -> duress duresses +durian -> durians durian +dur -> dur durs +dusky -> dusky duskier +dusk -> dusk dusking dusks +dustbag -> dustbag dustbags +dustbin-liner -> dustbin-liner dustbin-liners +dustbin -> dustbin dustbins +dust-bin -> dust-bin dust-bins +dustcart -> dustcarts dustcart +dust-cloud -> dust-clouds dust-cloud +dust-cover -> dust-covers dust-cover +dustdevil -> dustdevil dustdevils +dust -> dust dusted dusting dusts +duster -> duster dusters +dustheap -> dustheap dustheaps +dusty -> dusty dustier +dustjacket -> dustjackets dustjacket +dust-jacket -> dust-jacket dust-jackets +dustman -> dustmen dustman +dust-man -> dust-man dust-men +dustpan -> dustpan dustpans +dust-press -> dust-press dust-presses +dustsheet -> dustsheets dustsheet +dust-sheet -> dust-sheets dust-sheet +dust-storm -> dust-storms dust-storm +duststorm -> duststorm duststorms +dutch-belgian -> dutch-belgian dutch-belgians +dutchman -> dutchman dutchmen +duty -> duties duty dutys +duty-free -> duty-free duty-frees +duvalierist -> duvalierist duvalierists +duvet -> duvet duvets +dwarf -> dwarf dwarfs dwarfed dwarfing dwarves +dweller -> dwellers dweller +dwelle -> dwelle dwelles +dwelling -> dwellings dwelling +dwellinghouse -> dwellinghouse dwellinghouses +dwelling-house -> dwelling-house dwelling-houses +dwelling-place -> dwelling-place dwelling-places +dwell -> dwell dwelt dwelled dwells +dwindle -> dwindled dwindles dwindle dwindling +dworkin -> dworkin dworkins +dxpedition -> dxpedition dxpeditions +dy -> dys dy +dyad -> dyad dyads +dyak -> dyak dyaks +dybbuk -> dybbuk dybbukking dybbuks +dye -> dyeing dye dyes dyed +dye-house -> dye-houses dye-house +dyer -> dyer dyers +dyestuff -> dyestuffs dyestuff +dye-stuff -> dye-stuff dye-stuffs +dyet -> dyet dyets +die -> died dying die dies dieing +dyk -> dyking dyk +dyker -> dyker dykers +dyke -> dyke dykes +dyn -> dyns dyn +dynamit -> dynamiting dynamited +dynamoe -> dynamoes dynamoed +dynamometer -> dynamometers dynamometer +dynamo -> dynamo dynamos +dynast -> dynasts dynast +dynasty -> dynasty dynasties +dynorphin -> dynorphins dynorphin +dysfunction -> dysfunction dysfunctions +dysgraphia -> dysgraphia dysgraphias +dyskinesia -> dyskinesia dyskinesias +dyslexia -> dyslexia dyslexias +dyslexic -> dyslexic dyslexics +dyson -> dyson dysons +dysplasia -> dysplasia dysplasias +dysrhythmia -> dysrhythmia dysrhythmias +dystopia -> dystopia dystopias +dystrophy -> dystrophy dystrophies +dystrophin -> dystrophin dystrophins +dzhungar -> dzhungar dzhungars +dzo -> dzos dzo +eachother -> eachother eachothers +ead -> ead eads +'ead -> 'ead 'eads +eagle-feather -> eagle-feather eagle-feathers +eagle -> eagle eagles eagled +ealderman -> ealdermen ealderman +ealdorman -> ealdorman ealdormen +ealy -> ealier ealy +earbone -> earbones earbone +eardrum -> eardrums eardrum +ear-drum -> ear-drum ear-drums +eare -> eare eares +earflap -> earflaps earflap +earhole -> earhole earholes +earldom -> earldom earldoms +early -> early earlier earliest earlies +ear-lobe -> ear-lobes ear-lobe +earlobe -> earlobe earlobes +earl -> earl earls +earmark -> earmarked earmarks earmarking earmark +earn -> earned earn earning earns +earner -> earner earners +earnest -> earnest earnests +earnout -> earnout earnouts +earn-out -> earn-out earn-outs +earnshaw -> earnshaw earnshaws +earole -> earole earoles +ear'ole -> ear'ole ear'oles +earphone -> earphones earphone +earpiece -> earpiece earpieces +ear-piece -> ear-piece ear-pieces +ear-plug -> ear-plugs ear-plug +earring -> earrings earring +ear-ring -> ear-ring ear-rings +ear -> ear ears earing +earse -> earse earsed +earth- -> earth-s earth- +earthenware -> earthenware earthenwares +earthy -> earthy earthier +earth -> earth earthing earthed earths +earthling -> earthlings earthling +earth-mother -> earth-mother earth-mothers +earthmover -> earthmovers earthmover +earth-mover -> earth-mover earth-movers +earthquake -> earthquakes earthquake +earthstation -> earthstation earthstations +earthwork -> earthwork earthworks +earthworm -> earthworm earthworms +earwig -> earwigs earwig earwigging earwigged +ea -> ea eas +easain -> easains easain +ease -> ease eased easing eases +easel -> easel easels +easement -> easements easement +eason -> eason easons +eastender -> eastenders eastender +east-ender -> east-ender east-enders +easterly -> easterly easterlies +easterner -> easterners easterner +easter -> easter easters +easting -> easting eastings +easton -> easton eastons +eastphalian -> eastphalians eastphalian +easy -> easier easy easiest easies +easy-peasy -> easy-peasies easy-peasy +eatable -> eatable eatables +eater -> eaters eater +eatery -> eateries eatery +eating-disorder -> eating-disorders eating-disorder +eating-house -> eating-house eating-houses +eating-place -> eating-places eating-place +eave -> eaves eave eaved +'eaven -> 'eaven 'eavens +eavesdrop -> eavesdropping eavesdrop eavesdropped eavesdrops +eavesdropper -> eavesdroppers eavesdropper +'eavy -> 'eavier 'eavy +ebb -> ebbs ebb ebbed +eb -> ebs ebbing eb +ebionite -> ebionite ebionites +e-boat -> e-boats e-boat +ebony -> ebony ebonies +eccentric -> eccentrics eccentric +eccentricity -> eccentricity eccentricities +ecclesiarch -> ecclesiarch ecclesiarchs +ecclesiastic -> ecclesiastics ecclesiastic +ecg -> ecg ecgs +echelon -> echelons echelon echeloned +echidna -> echidnas echidna +echinoderm -> echinoderms echinoderm +echinoid -> echinoids echinoid +echo -> echoes echo echos echoed echoing +echocardiogram -> echocardiograms echocardiogram +echolocate -> echolocate echolocating +echosounder -> echosounders echosounder +echo-sounder -> echo-sounder echo-sounders +eclair -> eclair eclairs +eclectic -> eclectic eclectics +eclipse -> eclipsed eclipse eclipses eclipsing +eclogite -> eclogites eclogite +eclogue -> eclogue eclogues +ecm -> ecm ecms +eco-audit -> eco-audit eco-audits +eco-citizen -> eco-citizens eco-citizen +ecoe -> ecoed ecoes +eco-label -> eco-label eco-labels +ecole -> ecole ecoles +ecology -> ecology ecologies +ecologist -> ecologist ecologists +econometrician -> econometricians econometrician +econometric -> econometric econometrics +economy -> economy economies +economique -> economique economiques +economise -> economise economised economising +economist -> economists economist +economize -> economize economizing economized economizes +e-core -> e-core e-cores +ecosystem -> ecosystems ecosystem +eco-system -> eco-system eco-systems +ecotopian -> ecotopians ecotopian +ecotype -> ecotype ecotypes +ecstasy -> ecstasies ecstasy +ecstatic -> ecstatic ecstatics +ectomorph -> ectomorph ectomorphs +ectopic -> ectopic ectopics +ectotherm -> ectotherms ectotherm +ecuadorean -> ecuadorean ecuadoreans +ecuadorian -> ecuadorian ecuadorians +ecumenical -> ecumenical ecumenicals +ecu -> ecu ecus +eddy -> eddying eddied eddy eddies +eddoe -> eddoes eddoe +edge -> edge edges edging edged +edge-tool -> edge-tool edge-tools +edgewood -> edgewood edgewoods +edgy -> edgy edgier +edible -> edible edibles +edict -> edicts edict +edification -> edification edifications +edifice -> edifice edifices +edify -> edifying edified edify +edit -> edited editing edit edits +edition -> edition editions editioned editioning +editorialise -> editorialise editorialised +editorialize -> editorialized editorializing editorialize +editorial -> editorial editorials +editor -> editor editors +edit-point -> edit-points edit-point +edm -> edm edms +edn -> edn edns +ed -> ed eds eder +educate -> educated educate educates educating +educationalist -> educationalist educationalists +educational -> educational educationals +educationist -> educationists educationist +education -> education educations +educator -> educators educator +educe -> educed educe +edwardian -> edwardian edwardians +eee -> eee eees +eeg -> eeg eegs +eeig -> eeig eeigs +eejit -> eejit eejits +eel-pout -> eel-pout eel-pouts +eel -> eel eels eeling +eeprom -> eeprom eepromming eeproms +ee -> ee ees +eet -> eet eeting +eez -> eez eezs +efa -> efa efas +eff -> effing eff effed +efface -> effaced efface effacing effaces +effect -> effects effect effected effecting +effective -> effective effectives +effector -> effector effectors +effectuate -> effectuated effectuates effectuate effectuating +effervesce -> effervesce effervescing effervesces +effet -> effet effets +efficacy -> efficacy efficacies +efficiency -> efficiency efficiencies +effigy -> effigies effigy +efflorescence -> efflorescence efflorescences +effluenct -> effluencts effluenct +effluent -> effluent effluents +effort -> effort efforts +effuse -> effused effuse +effusion -> effusions effusion +ef -> ef efs +egalitarian -> egalitarian egalitarians +egg -> eggs egg egged +eggar -> eggar eggars +egg-box -> egg-boxes egg-box +egg-cell -> egg-cell egg-cells +eggcupful -> eggcupful eggcupfuls +eggcup -> eggcup eggcups +egg-cup -> egg-cup egg-cups +egg-head -> egg-heads egg-head +egghead -> egghead eggheads +eg -> eg egging egs egest eger +egglayer -> egglayers egglayer +egg-layer -> egg-layers egg-layer +eggplant -> eggplants eggplant +egg-shape -> egg-shapes egg-shape +eggshell -> eggshells eggshell +egg-shell -> egg-shells egg-shell +egg-timer -> egg-timer egg-timers +egle -> egle egles +eglise -> eglise eglises +egocentricity -> egocentricity egocentricities +egocentric -> egocentric egocentrics +ego-function -> ego-functions ego-function +egoism -> egoism egoisms +egoist -> egoist egoists +egomaniac -> egomaniac egomaniacs +ego -> ego egos +ego-state -> ego-states ego-state +egotist -> egotist egotists +ego-trip -> ego-trip ego-trips +e-grade -> e-grades e-grade +egress -> egresses egress +egret -> egrets egret +egyptian -> egyptians egyptian +egyptologist -> egyptologists egyptologist +eho -> ehos eho +ehrenreich -> ehrenreich ehrenreichs +eh -> eh ehs +eia -> eias eia +eicosanoid -> eicosanoids eicosanoid +eiderdown -> eiderdown eiderdowns +eider -> eider eiders +eidetiker -> eidetikers eidetiker +eidetike -> eidetiked eidetiking +eigenstate -> eigenstate eigenstates +eigenvalue -> eigenvalue eigenvalues +eigenvector -> eigenvectors eigenvector +eighteen-month -> eighteen-month eighteen-months +eighteenth-century -> eighteenth-century eighteenth-centuries +eighteen-year-old -> eighteen-year-old eighteen-year-olds +eightee -> eightee eightees +eight-inch -> eight-inches eight-inch +eight-month-old -> eight-month-old eight-month-olds +eight-month -> eight-month eight-months +eight-point -> eight-point eight-points +eight-pounder -> eight-pounder eight-pounders +eight-time -> eight-time eight-times +eight-wicket -> eight-wicket eight-wickets +eight-year-old -> eight-year-old eight-year-olds +eight-year -> eight-year eight-years +eighty-year-old -> eighty-year-old eighty-year-olds +eismark -> eismark eismarks +eisteddfod -> eisteddfod eisteddfods +ejaculate -> ejaculated ejaculate ejaculates ejaculating +ejaculation -> ejaculation ejaculations +eject -> eject ejected ejects ejecting +ejection -> ejection ejections +ejectment -> ejectments ejectment +ejector -> ejector ejectors +ejido -> ejidos ejido +ek -> eked ek eking +eke -> eke ekes +eko -> eko ekos +elaborate -> elaborate elaborated elaborates elaborating +elaboration -> elaboration elaborations +elamite -> elamites elamite +eland -> eland elands +elan -> elan elans +elapse -> elapsed elapse elapses elapsing +ela -> ela elas +elasticity -> elasticity elasticities +elastic -> elastic elastics +elastomer -> elastomers elastomer +elastoplast -> elastoplast elastoplasted +elate -> elate elating +elation -> elation elations +elbow -> elbows elbow elbowing elbowed +elder -> elders elder +elderberry -> elderberries elderberry +elderflower -> elderflower elderflowers +eldonian -> eldonian eldonians +elect -> elect elected elects electing +election -> elections election +electioneer -> electioneering electioneer electioneers +elective -> elective electives +elector -> electors elector +electorate -> electorate electorates +electra -> electra electras +electrical -> electrical electricals +electrica -> electrica electricas +electrician -> electricians electrician +electricity -> electricity electricities +electric -> electric electrics +electrify -> electrifying electrified electrify electrifies +electro-acoustic -> electro-acoustic electro-acoustics +electroblot -> electroblotted electroblotting electroblot +electrocandle -> electrocandle electrocandles +electrocardiogram -> electrocardiogram electrocardiograms +electrocardiograph -> electrocardiograph electrocardiographs +electro-cardiograph -> electro-cardiograph electro-cardiographs +electrochemist -> electrochemist electrochemists +electrocute -> electrocuted electrocute +electrode -> electrodes electrode +electrodynamic -> electrodynamics electrodynamic +electroencephalogram -> electroencephalogram electroencephalograms +electrofish -> electrofished electrofish +electrolyte -> electrolyte electrolytes +electromagnetic -> electromagnetic electromagnetics +electro-magnetic -> electro-magnetic electro-magnetics +electromagnet -> electromagnet electromagnets +electron-antineutrino -> electron-antineutrinos electron-antineutrino +electronegativity -> electronegativity electronegativities +electron -> electron electrons +electron-shell -> electron-shells electron-shell +electron-volt -> electron-volts electron-volt +electroplate -> electroplated electroplating electroplate +electroporate -> electroporating electroporated +electroreceptor -> electroreceptor electroreceptors +electroretinogram -> electroretinogram electroretinograms +electro -> electro electros +electrostatic -> electrostatic electrostatics +elegance -> elegance elegances +elegancy -> elegancy elegancies +elegy -> elegy elegies +element -> elements element +elemental -> elemental elementals +elephant -> elephant elephants +eleusinian -> eleusinian eleusinians +elevate -> elevated elevates elevate elevating +elevation -> elevation elevations +elevator -> elevator elevators +eleven-year-old -> eleven-year-old eleven-year-olds +elfin -> elfin elfins +elf-maid -> elf-maid elf-maids +elicit -> elicited elicit eliciting elicits +elicitation -> elicitation elicitations +elide -> elided elides eliding elide +eligibility -> eligibility eligibilities +eliminate -> eliminate eliminates eliminated eliminating +elimination -> elimination eliminations +eliminator -> eliminator eliminators +elision -> elisions elision +elite -> elite elites +elitist -> elitist elitists +elixir -> elixirs elixir +elizabethan -> elizabethan elizabethans +elk -> elk elks +eller -> ellers eller +elle -> elle elles +ellipsoid -> ellipsoid ellipsoids +ell -> ell ells +elm -> elms elm +elmer -> elmers elmer +elmhirst -> elmhirst elmhirsts +elongate -> elongate elongating elongates +elongation -> elongation elongations +elope -> elope elopes eloped eloping +'elp -> 'elp 'elped 'elps +elp -> elp elps elped +el -> el els +else -> else elses +elsewhere -> elsewhere elsewheres +eluant -> eluant eluants +eluate -> eluates eluate +elucidate -> elucidate elucidates elucidating elucidated +elucidation -> elucidation elucidations +elude -> elude eluded eludes eluding +elute -> eluting eluted elute elutes +elution -> elution elutions +elver -> elver elvers +elf -> elf elves elfed +e-mail -> e-mail e-mails +emanate -> emanated emanates emanate emanating +emanation -> emanations emanation +emancipate -> emancipated emancipate emancipating +emancipation -> emancipation emancipations +emancipator -> emancipator emancipators +emasculate -> emasculated emasculate emasculating emasculates +embalm -> embalming embalmed embalm embalms +embalmer -> embalmer embalmers +embank -> embanked embanking embank +embankment -> embankment embankments +embarass -> embarassed embarass +embargoe -> embargoes embargoed +embargo -> embargo embargos +embark -> embarked embarking embark embarks +embarrase -> embarrasing embarrased +embarrass -> embarrass embarrasses +embarrassment -> embarrassment embarrassments +embassy -> embassy embassies +embayment -> embayments embayment +embed -> embed embedded embeds embedding +embellish -> embellish embellished embellishing embellishes +embellishment -> embellishments embellishment +ember -> embers ember +embezzlement -> embezzlements embezzlement +embezzle -> embezzled embezzling embezzles embezzle +embitter -> embittering embitters embitter +emblazon -> emblazoned emblazoning emblazon emblazons +emblem -> emblem emblems +embody -> embodied embodies embody embodying +embodiment -> embodiment embodiments +embolden -> emboldened embolden emboldens +embolism -> embolisms embolism +emboss -> embossed embossing emboss +embouchure -> embouchure embouchures +embrace -> embrace embraced embraces embracing +embrasure -> embrasure embrasures +embroider -> embroidered embroider embroidering embroiders +embroiderer -> embroiderer embroiderers +embroidery -> embroidery embroideries +embroil -> embroiled embroil embroiling +embryology -> embryology embryologies +embryologist -> embryologists embryologist +embryo -> embryo embryos +emend -> emended emend emending +emendation -> emendations emendation +emerald -> emerald emeralds +emeraude -> emeraudes emeraude +emerge -> emerge emerged emerges emerging +emergence -> emergence emergences +emergency -> emergency emergencies +emergent -> emergent emergents +emerse -> emerse emersed +emetic -> emetic emetics +emigrant -> emigrants emigrant +emigrate -> emigrate emigrated emigrating emigrates +emigration -> emigration emigrations +emigre -> emigre emigres +eminence -> eminence eminences +emir -> emir emirs +emissary -> emissary emissaries +emission -> emission emissions +emissivity -> emissivity emissivities +emit -> emitted emit emits emitting +emitter -> emitter emitters +emmission -> emmission emmissions +emnity -> emnities emnity +emollient -> emollient emollients +emolument -> emolument emoluments +emote -> emoting emotes emoted emote +emotion -> emotions emotion +emotivist -> emotivist emotivists +empanel -> empanelled empanel +empathy -> empathy empathies +empathise -> empathising empathise empathised empathises +empathize -> empathize empathizing empathized empathizes +empath -> empath empaths +empennage -> empennage empennages +emperor -> emperor emperors +emphasise -> emphasise emphasised emphasises emphasising +emphasize -> emphasize emphasized emphasizing emphasizes +empire-builder -> empire-builders empire-builder +empire -> empire empires +empirical -> empirical empiricals +empiricist -> empiricists empiricist +empiric -> empiric empirics +emplace -> emplaced emplace +emplacement -> emplacements emplacement +employ -> employ employed employs employing +employee -> employees employee +employer -> employer employers +employe -> employe employes +employment -> employment employments +emporium -> emporium emporiums emporia +empower -> empowers empowering empowered empower +empress -> empress empresses +emptiness -> emptiness emptinesses +empty -> empty emptying emptied empties emptier emptiest +empyema -> empyema empyemas +emrge -> emrged emrging +em -> em ems +emsa -> emsa emsas +emulate -> emulate emulated emulating emulates +emulation -> emulation emulations +emulator -> emulator emulators +emulsify -> emulsify emulsifying emulsifies emulsified +emulsion -> emulsions emulsion emulsioned +emu -> emu emus +enable -> enabled enable enabling enables +enabler -> enablers enabler +enact -> enacted enact enacting enacts +enactment -> enactment enactments +enactor -> enactors enactor +enamel -> enamelled enamel enamels enamelling +enameller -> enameller enamellers +enantiomer -> enantiomer enantiomers +enantiomorph -> enantiomorphs enantiomorph +enarque -> enarque enarques +enaye -> enaye enayes +encamp -> encamped encamp +encampment -> encampments encampment +encapsulate -> encapsulate encapsulated encapsulates encapsulating +encapsulation -> encapsulation encapsulations +encapsulator -> encapsulators encapsulator +encase -> encased encase encasing encases +encash -> encash encashed encashing +encashment -> encashments encashment +encephalopathy -> encephalopathy encephalopathies +enchanter -> enchanters enchanter +enchantment -> enchantment enchantments +enchant -> enchant enchants +enchilada -> enchilada enchiladas +enchytraeid -> enchytraeid enchytraeids +encircle -> encircled encircles encircle encircling +enclave -> enclave enclaves +enclitic -> enclitics enclitic +enclose -> enclose enclosed enclosing encloses +enclosure -> enclosure enclosures +encode -> encodes encoded encoding encode +encoder -> encoder encoders +encoffine -> encoffined encoffining +encomium -> encomium encomiums +encompass -> encompass encompasses encompassing encompassed +encore -> encores encore encored +encounter -> encounter encounters encountered encountering +encouragement -> encouragement encouragements +encourage -> encourage encouraging encouraged encourages encourageing +encrease -> encreased encrease +encroach -> encroaching encroached encroach encroaches +encroachment -> encroachment encroachments +encrust -> encrusted encrust encrusting +encrustation -> encrustations encrustation +encryption -> encryption encryptions +encrypt -> encrypt encrypts encrypted encrypting +enc -> enc encs +enculturate -> enculturate enculturated +encumber -> encumbered encumbers encumber encumbering +encumbrance -> encumbrance encumbrances +encyclical -> encyclical encyclicals +encyclopaedia -> encyclopaedia encyclopaedias +encyclopaedist -> encyclopaedist encyclopaedists +encyclopedia -> encyclopedia encyclopedias +encyst -> encyst encysted +endanger -> endangering endanger endangered endangers +endboard -> endboard endboards +endcap -> endcaps endcap +end-cap -> end-caps end-cap +endearment -> endearment endearments +endear -> endear endears endeared +endeavor -> endeavor endeavors +endeavour -> endeavour endeavours endeavouring endeavoured +end -> end ended ends ending +end-effector -> end-effector end-effectors +endemic -> endemic endemics +ender -> enders ender +endgame -> endgame endgames +end-gap -> end-gap end-gaps +endive -> endive endives +endmember -> endmember endmembers +endnote -> endnotes endnote +endocrinologist -> endocrinologists endocrinologist +endocuticle -> endocuticle endocuticles +endomembrane -> endomembrane endomembranes +endomorph -> endomorphs endomorph +endonuclease -> endonucleases endonuclease +endoperoxide -> endoperoxides endoperoxide +endopterygote -> endopterygote endopterygotes +endorphin -> endorphins endorphin +endorse -> endorse endorsed endorsing endorses +endorsee -> endorsees endorsee +endorsement -> endorsement endorsements +endoscope -> endoscope endoscopes endoscoped endoscoping +endoscopy -> endoscopy endoscopies +endoscopist -> endoscopists endoscopist +endothelin -> endothelin endothelins +endotherm -> endotherms endotherm +endotoxin -> endotoxins endotoxin +endow -> endowed endow endowing endows +endowment -> endowment endowments +endpaper -> endpapers endpaper +end-paper -> end-papers end-paper +end-piece -> end-pieces end-piece +endpoint -> endpoint endpoints +end-point -> end-point end-points +end-product -> end-product end-products +end-result -> end-result end-results +endure -> endured endures endure enduring +end-user -> end-users end-user +end-use -> end-use end-uses +end-wall -> end-wall end-walls +en -> en ened ens +enema -> enemas enema +enemy -> enemy enemies +energetic -> energetic energetics +energy -> energy energies +energise -> energised energise energises energising +energizer -> energizer energizers +energize -> energized energizes energizing energize +energy-loss -> energy-loss energy-losses +enervate -> enervate enervated enervating +enfant -> enfants enfant +enfeeble -> enfeeble enfeebled enfeebling enfeebles +enfilade -> enfiladed enfilade +enfold -> enfolds enfold enfolded enfolding +enforce -> enforce enforced enforcing enforces +enforcement -> enforcement enforcements +enforcer -> enforcers enforcer +enfranchise -> enfranchise enfranchised enfranchising +enfranchisement -> enfranchisement enfranchisements +engage -> engaged engage engages engaging +engagement-ring -> engagement-ring engagement-rings +engagement -> engagement engagements +engender -> engendered engendering engender engenders +engine-driver -> engine-drivers engine-driver +engineering -> engineering engineerings +engineer -> engineer engineers engineered +engine-house -> engine-house engine-houses +engine -> engine engines engined +englisch -> englisch englisches +english -> english englished englishing englishes +english-man -> english-men english-man +englishman -> englishman englishmen +english-speaker -> english-speaker english-speakers +englishwoman -> englishwoman englishwomen +engorge -> engorged engorging +engrave -> engrave engraved engraving engraves +engraver -> engraver engravers +engross -> engrossing engrossed engross engrosses +engrossment -> engrossment engrossments +engulf -> engulfed engulfing engulf engulfs +enhancement -> enhancement enhancements +enhancer -> enhancer enhancers +enhance -> enhance enhances enhanced enhancing +enigma -> enigma enigmas +enjambment -> enjambments enjambment +enjoin -> enjoined enjoin enjoining enjoins +enjoy -> enjoy enjoyed enjoying enjoys +enjoyment -> enjoyment enjoyments +enkephalin -> enkephalin enkephalins +enkindle -> enkindled enkindle +enlarge -> enlarge enlarged enlarging enlarges +enlargement -> enlargement enlargements +enlarger -> enlarger enlargers +enlighten -> enlightening enlighten enlightens +enlightenment -> enlightenment enlightenments +enlist -> enlisted enlist enlists enlisting +enlister -> enlister enlisters +enlistment -> enlistment enlistments +enliven -> enlivens enlivened enliven enlivening +enmesh -> enmeshed enmeshing enmesh +enmity -> enmities enmity +ennoble -> ennobled ennoble ennobling ennobles +enormity -> enormity enormities +enplane -> enplane enplaned +enp -> enp enps +enquire -> enquire enquired enquiring enquires +enquirer -> enquirers enquirer +enquiry -> enquiries enquiry +enrage -> enraged enrage enrages enraging +enrapture -> enraptured enrapture +enrich -> enriching enriched enrich enriches +enrichment -> enrichment enrichments +enrole -> enroled enroling +enrol -> enrol enrolled enrolling enrols +enrolment -> enrolment enrolments +ensaimada -> ensaimada ensaimadas +ensconce -> ensconced ensconce +ensemble -> ensemble ensembles +enshrine -> enshrined enshrine enshrining enshrines +enshroud -> enshrouds enshrouded enshroud enshrouding +ensign -> ensign ensigns +enslave -> enslaved enslave enslaves enslaving +ensnare -> ensnared ensnare ensnares ensnaring +ensue -> ensued ensues ensue +ensure -> ensure ensuring ensures ensured +entablature -> entablature entablatures +entail -> entails entail entailed entailing +entailment -> entailment entailments +entanglement -> entanglement entanglements +entangle -> entangled entangles entangle entangling +entendre -> entendres entendre +entente -> entente ententes +enterectomy -> enterectomy enterectomies +enterocyte -> enterocyte enterocytes +enteropathy -> enteropathy enteropathies +enterotoxin -> enterotoxin enterotoxins +enterprisal -> enterprisal enterprisals +enterprise -> enterprise enterprises +enter -> entering enters enter entered +entertain -> entertain entertained entertaining entertains +entertainer -> entertainer entertainers +entertainment -> entertainment entertainments +enthalpy -> enthalpy enthalpies +enthral -> enthralled enthral enthralling +enthrall -> enthrall enthralls +enthron -> enthroned enthroning +enthusaist -> enthusaist enthusaists +enthuse -> enthused enthuses enthuse enthusing +enthusiasm -> enthusiasms enthusiasm +enthusiast -> enthusiasts enthusiast +enticement -> enticements enticement +enticer -> enticers enticer +entice -> entice enticing enticed entices +entire -> entire entires +entity -> entity entities +entitle -> entitled entitle entitling entitles +entitlement -> entitlement entitlements +entity-identifier -> entity-identifier entity-identifiers +entity-type -> entity-type entity-types +entomb -> entombing entombed entomb entombs +entomologist -> entomologist entomologists +enton -> enton entoned +entourage -> entourage entourages +entrail -> entrail entrailed +entrain -> entrained entrain entraining +entrammel -> entrammelled entrammel +entrance -> entrance entrances entranced entrancing +entranceway -> entranceway entranceways +entrant -> entrants entrant +entrapment -> entrapment entrapments +entrap -> entrap entrapping entrapped entraps +entreat -> entreating entreat entreated entreats +entreaty -> entreaties entreaty +entrechat -> entrechat entrechats +entrelacement -> entrelacement entrelacements +entremet -> entremets entremet +entrench -> entrenched entrench entrenching entrenches +entrenchment -> entrenchment entrenchments +entrepeneur -> entrepeneurs entrepeneur +entrepreneur -> entrepreneurs entrepreneur +entrepreneur-producer -> entrepreneur-producers entrepreneur-producer +entry -> entry entries +entr -> entred entring +entropy -> entropy entropies +entrust -> entrusted entrusts entrust entrusting +entryist -> entryists entryist +ent -> ent ents +entwine -> entwined entwines entwining entwine +e-number -> e-numbers e-number +enumerate -> enumerate enumerating enumerated enumerates +enumeration -> enumeration enumerations +enumerator -> enumerator enumerators +enunciate -> enunciated enunciating enunciate enunciates +enunciation -> enunciation enunciations +enure -> enure enured enures enuring +enuretic -> enuretic enuretics +envelop -> envelop enveloped envelops enveloping +envelope -> envelope envelopes +envelopment -> envelopments envelopment +environ -> environ environed +environmentalist -> environmentalists environmentalist +environment-friendly -> environment-friendly environment-friendlier +environment -> environment environments +envisage -> envisaged envisages envisage envisaging +envision -> envisioned envision envisions envisioning +envoy -> envoy envoys +envy -> envy envying envied envies +enwrap -> enwrapped enwraps +enzyme -> enzymes enzyme +eo -> eos eo +eon -> eon eons +eop -> eop eops +eosinophil -> eosinophils eosinophil +epaulette -> epaulette epaulettes +epeeist -> epeeist epeeists +ephebe -> ephebe ephebes +ephemeral -> ephemeral ephemerals +ephesian -> ephesians ephesian +ephor -> ephor ephors +epicentre -> epicentre epicentres +epic -> epic epics +epicycloid -> epicycloid epicycloids +epidemic -> epidemic epidemics +epidemiologist -> epidemiologist epidemiologists +epidural -> epidural epidurals +epigram -> epigrams epigram +epigrammatist -> epigrammatists epigrammatist +epigraph -> epigraph epigraphs +epilator -> epilator epilators +epileptic -> epileptic epileptics +epilogue -> epilogue epilogues +epiphany -> epiphanies epiphany +epiphyte -> epiphytes epiphyte +episcopacy -> episcopacies episcopacy +episcopalian -> episcopalian episcopalians +episcopate -> episcopate episcopates +episiotomy -> episiotomies episiotomy +episode -> episode episodes +episome -> episome episomes +episteme -> episteme epistemes +epistemology -> epistemology epistemologies +epistemologist -> epistemologist epistemologists +epistle -> epistle epistles +epitaph -> epitaph epitaphs +epithalamium -> epithalamiums epithalamium +epithet -> epithet epithets +epitome -> epitome epitomes +epitomise -> epitomised epitomises epitomise epitomising +epitomize -> epitomized epitomizes epitomize epitomizing +epitope -> epitope epitopes +epo -> epos epo +epoch -> epochs epoch +ep-odd -> ep-odd ep-odds +epoxide -> epoxides epoxide +epoxy -> epoxy epoxied epoxies +eprom -> eprom eproms +epsilon -> epsilon epsilons +epz -> epz epzs +eqn -> eqns eqn +eq -> eq eqs +equalise -> equalised equalise equalising equalises +equaliser -> equaliser equalisers +equality -> equality equalities +equalize -> equalizing equalize equalizes equalized +equal-opportunity -> equal-opportunity equal-opportunities +equal -> equal equals equalled equalling +equate -> equate equated equating equates +equation -> equations equation +equator -> equator equators +equerry -> equerry equerries +equestrian -> equestrian equestrians +equilibrate -> equilibrated equilibrating equilibrate +equine -> equine equines +equinox -> equinox equinoxes +equipe -> equipe equiped +equipment -> equipment equipments +equipotential -> equipotential equipotentials +equip -> equip equipped equipping equips +equipp -> equipp equippped +equity -> equity equities +equivalence -> equivalence equivalenced equivalences +equivalency -> equivalency equivalencies +equivalent -> equivalent equivalents +equivocate -> equivocated equivocates equivocate equivocating +equivocation -> equivocation equivocations +er -> erring er ers +eradicate -> eradicate eradicating eradicated eradicates +eradicator -> eradicator eradicators +era -> era eras +eraser -> erasers eraser +erase -> erased erases erase erasing +erasure -> erasure erasures +eration -> erations eration +ercp -> ercp ercps +erect -> erected erect erecting erects +erection -> erection erections +erector -> erectors erector +erembald -> erembalds erembald +ere -> ere eres +erg -> ergs erg +erga -> erga ergas +ergonomist -> ergonomists ergonomist +eristic -> eristics eristic +eritrean -> eritrean eritreans +erk -> erk erks +erly -> erly erlier +erme -> ermes erme +ermine -> ermine ermines +erm -> erm erms +erm-sympathiser -> erm-sympathisers erm-sympathiser +erode -> eroded eroding erode erodes +erosion -> erosion erosions +eroticise -> eroticising eroticised eroticise eroticises +eroticize -> eroticize eroticized +erotic -> erotic erotics +erp -> erp erps +errand -> errands errand +errand-boy -> errand-boy errand-boys +erratic -> erratic erratics +err -> errs erred err +error -> error errors +eructation -> eructations eructation +erudition -> erudition eruditions +eruption -> eruption eruptions +eruptive -> eruptive eruptives +erupt -> erupted erupts erupt erupting +eryngium -> eryngiums eryngium +erythrocyte -> erythrocyte erythrocytes +erythronium -> erythroniums erythronium +esaf -> esafs esaf +esa -> esa esas +escalate -> escalated escalate escalating escalates +escalation -> escalation escalations +escalator -> escalator escalators +escale -> escales escale +escalope -> escalope escalopes +escapade -> escapades escapade +escape -> escape escaped escaping escapes +escapee -> escapees escapee +escapement -> escapement escapements +escaper -> escapers escaper +escapist -> escapist escapists +escapologist -> escapologists escapologist +escargot -> escargot escargots +escarpment -> escarpment escarpments +eschar -> eschar eschars +eschatology -> eschatology eschatologies +escheat -> escheat escheated escheats +escheator -> escheator escheators +eschew -> eschewed eschew eschews eschewing +eschscholzia -> eschscholzia eschscholzias +escort -> escorted escorting escort escorts +escritoire -> escritoire escritoires +esc -> esc escs +escudo -> escudo escudos +escuela -> escuelas escuela +escutcheon -> escutcheons escutcheon +ese -> eses ese +esg -> esg esgs +eskimo -> eskimo eskimos +esk -> esk esks +esmonde -> esmonde esmondes +esop -> esop esops +esoteric -> esoteric esoterics +espadrille -> espadrilles espadrille +espalier -> espalier espaliers espaliered +espetada -> espetada espetadas +espy -> espy espied +espoir -> espoir espoirs +espouse -> espoused espousing espouse espouses +espresso -> espresso espressos +esprit -> esprit esprits +esp -> esp esps +esquire -> esquire esquires +ess -> esses ess +essayist -> essayist essayists +essay -> essay essays essayed essaying +esseff -> esseff esseffs +essence -> essence essences +essentialism -> essentialism essentialisms +essentialist -> essentialist essentialists +essentialize -> essentialized essentialize +essential -> essential essentials +establish -> establish established establishing establishes +establishment -> establishments establishment +estancia -> estancia estancias +estate-agent -> estate-agents estate-agent +estate-manager -> estate-manager estate-managers +estate -> estate estates +esteem -> esteemed esteem esteems esteeming +est -> est ester +esterase -> esterase esterases +este -> este estes +esther -> esther esthers +estimate -> estimated estimates estimate estimating +estimation -> estimation estimations +estimator -> estimators estimator +estonian -> estonians estonian +estop -> estopped estop +estorbo -> estorbos estorbo +estrangement -> estrangements estrangement +estrogen -> estrogen estrogens +estuary -> estuaries estuary +estufa -> estufas estufa +eta -> eta etas +etcetera -> etceteras etcetera +etcher -> etcher etchers +etch -> etched etches etch etching +eternity -> eternities eternity +ete -> ete etes +ethernet -> ethernet ethernets +ether -> ether ethers +ethiopian -> ethiopian ethiopians +ethnicity -> ethnicity ethnicities +ethnic -> ethnic ethnics +ethnographer -> ethnographer ethnographers +ethnography -> ethnography ethnographies +ethnologist -> ethnologist ethnologists +ethnomethodologist -> ethnomethodologists ethnomethodologist +ethnomusicologist -> ethnomusicologist ethnomusicologists +ethogenic -> ethogenic ethogenics +ethologist -> ethologist ethologists +etiolate -> etiolated etiolate +etiology -> etiology etiologies +etiquette -> etiquette etiquettes +etonian -> etonian etonians +etruscan -> etruscan etruscans +etten -> etten ettens +etude -> etude etudes +etymology -> etymology etymologies +etymologist -> etymologist etymologists +e-type -> e-types e-type +eucalypt -> eucalypt eucalypts +eucharist -> eucharist eucharists +eucrite -> eucrites eucrite +eucryphia -> eucryphia eucryphias +euc -> euc eucs +eugenicist -> eugenicists eugenicist +eugenist -> eugenists eugenist +euglossine -> euglossine euglossines +eukaryote -> eukaryotes eukaryote +eulogy -> eulogy eulogies +eulogise -> eulogised eulogise eulogising eulogises +eulogize -> eulogize eulogized eulogizing +eunuch -> eunuch eunuchs +euphausiid -> euphausiid euphausiids +euphemism -> euphemism euphemisms +euphorbia -> euphorbia euphorbias +eurasian -> eurasian eurasians +eure -> eures eure +eurhetemec -> eurhetemec eurhetemecs +eurobond -> eurobond eurobonds +euro-bond -> euro-bond euro-bonds +eurocheque -> eurocheques eurocheque +euro-christian -> euro-christian euro-christians +euro-communist -> euro-communists euro-communist +euro-constituency -> euro-constituencies euro-constituency +eurocrat -> eurocrats eurocrat +euro-credit -> euro-credit euro-credits +eurocurrency -> eurocurrency eurocurrencies +eurodollar -> eurodollar eurodollars +euro-dollar -> euro-dollar euro-dollars +euro-election -> euro-elections euro-election +euro-enthusiast -> euro-enthusiasts euro-enthusiast +euro-event -> euro-event euro-events +euro-fanatic -> euro-fanatics euro-fanatic +euro-federalist -> euro-federalists euro-federalist +eurohack -> eurohacks eurohack +euro-institution -> euro-institution euro-institutions +euro-loan -> euro-loans euro-loan +euromarket -> euromarkets euromarket +euro-market -> euro-market euro-markets +euro-minister -> euro-minister euro-ministers +euro-mp -> euro-mp euro-mps +euronote -> euronotes euronote +europa -> europa europas +europeanist -> europeanist europeanists +european -> european europeans +europe -> europe europes +europlant -> europlant europlants +euro-rebel -> euro-rebel euro-rebels +euro -> euro euros +euro-sceptic -> euro-sceptics euro-sceptic +eurypterid -> eurypterids eurypterid +euthanase -> euthanased euthanase +eutherian -> eutherian eutherians +evacuate -> evacuated evacuating evacuate evacuates +evacuation -> evacuation evacuations +evacuee -> evacuees evacuee +evade -> evading evaded evade evades +evader -> evader evaders +evallonian -> evallonian evallonians +evaluate -> evaluate evaluating evaluated evaluates +evaluation -> evaluations evaluation +evaluator -> evaluators evaluator +evangelical -> evangelical evangelicals +evangelise -> evangelised evangelise evangelising +evangelist -> evangelist evangelists +evangelize -> evangelize evangelizing evangelized +evante -> evante evantes +evaporate -> evaporates evaporated evaporating evaporate +evaporator -> evaporator evaporators +evaporite -> evaporites evaporite +evasion -> evasions evasion +evenki -> evenkis evenki +even -> even evens evened evening +evensong -> evensong evensongs +eventer -> eventers eventer +event -> event events eventing +event-tree -> event-trees event-tree +eventuality -> eventuality eventualities +eventuate -> eventuates eventuated eventuate +everex -> everex everexes +ever-green -> ever-greens ever-green +evergreen -> evergreen evergreens +everlasting -> everlasting everlastings +everlast -> everlast everlasts +ever-present -> ever-present ever-presents +everqueen -> everqueen everqueens +ever -> ever evers +evert -> evert everted everting +evertonian -> evertonians evertonian +everybody -> everybody everybodies +every -> every everying +everyone -> everyone everyones +eve -> eve eves eveing +evett -> evett evetts +evict -> evict evicted evicting evicts +eviction -> eviction evictions +evidence -> evidence evidenced evidences evidencing +evildoer -> evildoers evildoer +evil-doer -> evil-doers evil-doer +evil -> evil evils +evince -> evinces evince evinced evincing +eviscerate -> eviscerated eviscerating eviscerate +ev'ning -> ev'ning ev'nings +evocation -> evocation evocations +evoke -> evokes evoked evoke evoking +evolutionist -> evolutionists evolutionist +evolution -> evolution evolutions +evolve -> evolved evolve evolving evolves +ev -> ev evs +ewart -> ewart ewarts +ewe -> ewes ewe +ewer -> ewer ewers +ewok -> ewok ewoks +e-word -> e-word e-words +ewo -> ewo ewos +ew -> ew ews +ex-abbot -> ex-abbots ex-abbot +exacerbate -> exacerbate exacerbated exacerbates exacerbating +exacerbation -> exacerbation exacerbations +exact -> exact exacted exacts exacting +exaction -> exactions exaction +exactitude -> exactitude exactitudes +ex-addict -> ex-addict ex-addicts +exaggerate -> exaggerated exaggerate exaggerates exaggerating +exaggeration -> exaggeration exaggerations +ex-alcoholic -> ex-alcoholic ex-alcoholics +exalt -> exalting exalt exalts +exaltation -> exaltations exaltation +exaltedness -> exaltedness exaltednesses +examin -> examins examin +examination -> examination examinations +examine -> examine examined examining examines +examinee -> examinees examinee +examiner -> examiners examiner +exame -> exame examing +example -> example examples exampled +exam -> exam exams +ex-apprentice -> ex-apprentice ex-apprentices +ex-art -> ex-art ex-arts +exasperate -> exasperated exasperate exasperating exasperates +ex-blue -> ex-blue ex-blues +ex-boss -> ex-boss ex-bosses +ex-boxer -> ex-boxers ex-boxer +ex-boyfriend -> ex-boyfriend ex-boyfriends +ex-captain -> ex-captains ex-captain +ex-carer -> ex-carers ex-carer +ex-cat -> ex-cats ex-cat +ex-catholic -> ex-catholics ex-catholic +excavate -> excavate excavated excavating excavates +excavation -> excavation excavations +excavator -> excavators excavator +excede -> excede exceded +exceedence -> exceedences exceedence +exceed -> exceed exceeding exceeds exceeded +excellence -> excellence excellences +excellency -> excellency excellencies +excell -> excell excells +excel -> excelled excels excelling excel +excelsior -> excelsior excelsiors +except -> except excepted excepting excepts +exceptional -> exceptional exceptionals +exception -> exception exceptions +excercise -> excercise excercises excercising +excerpt -> excerpt excerpts excerpted excerpting +excess -> excess excesses +ex-champion -> ex-champion ex-champions +ex-chancellor -> ex-chancellors ex-chancellor +exchanger -> exchangers exchanger +exchange-rate -> exchange-rate exchange-rates +exchange -> exchanged exchanges exchange exchanging +ex-chaser -> ex-chasers ex-chaser +exchequer -> exchequer exchequers +excise -> excised excise excises excising +exciseman -> exciseman excisemen +excision -> excision excisions +excitation -> excitation excitations +excite -> excites excite +excitement -> excitement excitements +exclaim -> exclaimed exclaim exclaiming exclaims +exclamation -> exclamation exclamations +exclamative -> exclamative exclamatives +exclude -> excluding excluded excludes exclude +excluder -> excluders excluder +exclusionist -> exclusionist exclusionists +exclusion -> exclusion exclusions +exclusive -> exclusive exclusives +ex-colleague -> ex-colleagues ex-colleague +ex-colonel -> ex-colonels ex-colonel +ex-colonial -> ex-colonial ex-colonials +ex-commando -> ex-commando ex-commandos +excommunicate -> excommunicated excommunicate excommunicating excommunicates +excommunication -> excommunication excommunications +ex-communist -> ex-communist ex-communists +ex-conduit -> ex-conduit ex-conduits +ex-con -> ex-con ex-cons +ex-constable -> ex-constable ex-constables +ex-convict -> ex-convict ex-convicts +excoriate -> excoriated excoriate excoriating excoriates +excoriation -> excoriation excoriations +ex-councillor -> ex-councillor ex-councillors +excrescence -> excrescences excrescence +excrete -> excreted excreting excrete excretes +excretion -> excretions excretion +excruciator -> excruciators excruciator +exculpate -> exculpated exculpating exculpate exculpates +excurse -> excurse excurses +excursion -> excursions excursion +excursionist -> excursionists excursionist +excuse -> excuses excuse excused excusing +ex-dealer -> ex-dealer ex-dealers +ex-detainee -> ex-detainees ex-detainee +ex-dictator -> ex-dictators ex-dictator +ex-director -> ex-directors ex-director +ex-dragon -> ex-dragon ex-dragons +ex-eastender -> ex-eastender ex-eastenders +execrate -> execrate execrated +execration -> execration execrations +exec -> exec execs +executable -> executable executables +executant -> executant executants +execute -> executed execute executing executes +execution -> executions execution +executioner -> executioner executioners +executive -> executive executives +executor -> executors executor +executorship -> executorship executorships +exegete -> exegete exegetes +exemplar -> exemplar exemplars +exemplification -> exemplification exemplifications +exemplify -> exemplified exemplifies exemplify exemplifying +ex-employee -> ex-employees ex-employee +ex-employer -> ex-employer ex-employers +exempt -> exempted exempt exempting exempts +exemption -> exemptions exemption +ex-enemy -> ex-enemies ex-enemy +exequy -> exequy exequies +exercise-book -> exercise-book exercise-books +exerciser -> exercisers exerciser +exercise -> exercise exercises exercised exercising +exert -> exerted exert exerts exerting +exertion -> exertions exertion +ex -> ex exes +exfoliant -> exfoliants exfoliant +exfoliate -> exfoliate exfoliated +exfoliator -> exfoliator exfoliators +ex-general -> ex-general ex-generals +ex-girlfriend -> ex-girlfriend ex-girlfriends +ex-guerrilla -> ex-guerrilla ex-guerrillas +ex-hacker -> ex-hacker ex-hackers +exhalation -> exhalations exhalation +exhale -> exhale exhaled exhales exhaling +exhange -> exhange exhanged +exhaust -> exhaust exhausted exhausts exhausting +exhaustion -> exhaustion exhaustions +exhaust-pipe -> exhaust-pipes exhaust-pipe +ex-head -> ex-heads ex-head +exhibit -> exhibited exhibiting exhibit exhibits +exhibitionist -> exhibitionist exhibitionists +exhibition -> exhibition exhibitions +exhibitor -> exhibitors exhibitor +exhilarate -> exhilarates exhilarate +exhortation -> exhortations exhortation +exhort -> exhort exhorted exhorts exhorting +exhumation -> exhumation exhumations +exhume -> exhumed exhume exhuming exhumes +ex-husband -> ex-husband ex-husbands +exigence -> exigence exigences +exigency -> exigencies exigency +exile -> exile exiles exiled exiling +ex-inmate -> ex-inmate ex-inmates +ex-international -> ex-international ex-internationals +exist -> exist existed exists existing +existence -> existence existences +existentialist -> existentialist existentialists +existent -> existent existents +exit -> exit exits exited exiting +ex-king -> ex-king ex-kings +ex-leader -> ex-leaders ex-leader +ex-liberal -> ex-liberals ex-liberal +ex-lover -> ex-lovers ex-lover +ex-love -> ex-love ex-loves +ex-manager -> ex-manager ex-managers +ex-manorian -> ex-manorians ex-manorian +ex-marine -> ex-marine ex-marines +ex-marxist -> ex-marxist ex-marxists +ex-master -> ex-master ex-masters +ex-member -> ex-members ex-member +ex-miner -> ex-miners ex-miner +ex-minister -> ex-ministers ex-minister +ex-mistress -> ex-mistresses ex-mistress +ex-model -> ex-model ex-models +ex-nazi -> ex-nazi ex-nazis +ex-nurse -> ex-nurse ex-nurses +exocet -> exocet exocets +ex-offender -> ex-offenders ex-offender +ex-officer -> ex-officers ex-officer +exonerate -> exonerates exonerate exonerated exonerating +exoner -> exoner exoners +exon -> exon exons +exopterygote -> exopterygote exopterygotes +exorcise -> exorcised exorcise exorcising exorcises +exorcism -> exorcism exorcisms +exorcist -> exorcist exorcists +exorcize -> exorcizing exorcize exorcized +exoskeleton -> exoskeleton exoskeletons +exosphere -> exosphere exospheres +exotic -> exotic exotics +exotoxin -> exotoxin exotoxins +expand -> expanding expand expanded expands +expander -> expander expanders +expanse -> expanse expanses +expansionist -> expansionist expansionists +expansion -> expansion expansions +expansivity -> expansivity expansivities +ex-para -> ex-paras ex-para +ex-paratrooper -> ex-paratrooper ex-paratroopers +ex-partner -> ex-partner ex-partners +expat -> expats expat +expatiate -> expatiated expatiate expatiating +ex-patient -> ex-patient ex-patients +expatriate -> expatriates expatriate expatriated +ex-patriot -> ex-patriots ex-patriot +ex-pat -> ex-pat ex-pats +ex-peasant -> ex-peasant ex-peasants +expect -> expected expect expecting expects +expectancy -> expectancy expectancies +expectation -> expectation expectations +expectorant -> expectorants expectorant +expectorate -> expectorated expectorate expectorating +expediency -> expediency expediencies +expedient -> expedient expedients +expedit -> expediting expedited +expediter -> expediters expediter +expedition -> expeditions expedition expeditioning +expeditor -> expeditors expeditor +expel -> expelled expels expel expelling +expence -> expence expences +expend -> expended expend expending expends +expendable -> expendable expendables +expenditure -> expenditure expenditures +expense -> expense expenses expensing expensed +experience -> experienced experience experiences experiencing +experiment -> experiments experiment experimenting experimented +experimentalist -> experimentalist experimentalists +experimentation -> experimentation experimentations +experimenter -> experimenters experimenter +expertise -> expertise expertises +expert -> expert experts experting +expiate -> expiated expiate expiating +ex-pilot -> ex-pilot ex-pilots +expire -> expire expired expires expiring +explain -> explain explained explains explaining +explanation -> explanation explanations +explant -> explant explanting explanted explants +expletive -> expletives expletive +explicate -> explicate explicating explicated explicates +explication -> explications explication +explode -> exploding exploded explode explodes +exploder -> exploder exploders +exploitation -> exploitation exploitations +exploit -> exploit exploited exploiting exploits +exploiter -> exploiters exploiter +explorationist -> explorationist explorationists +exploration -> exploration explorations +explore -> explored explore explores exploring +explorer -> explorer explorers +explosion -> explosion explosions +explosive -> explosive explosives +ex-policeman -> ex-policemen ex-policeman +ex-politician -> ex-politicians ex-politician +exponential -> exponential exponentials +exponent -> exponent exponents +export -> exported export exports exporting +exporter -> exporter exporters +expo -> expo expos +expose -> exposed expose exposes exposing +exposer -> exposers exposer +exposition -> exposition expositions +expositor -> expositors expositor +expostulate -> expostulate expostulated expostulates expostulating +expostulation -> expostulations expostulation +exposure -> exposure exposures +expound -> expounded expounding expound expounds +ex-president -> ex-president ex-presidents +express -> expressed expresses expressing express +expressionist -> expressionists expressionist +expression -> expression expressions +expressway -> expressway expressways +ex-prisoner -> ex-prisoners ex-prisoner +ex-professional -> ex-professional ex-professionals +expropriate -> expropriated expropriating expropriate expropriates +expropriation -> expropriation expropriations +expropriator -> expropriator expropriators +ex-pro -> ex-pro ex-pros +expulsion -> expulsion expulsions +expunge -> expunge expunged +ex-pupil -> ex-pupil ex-pupils +ex-racehorse -> ex-racehorse ex-racehorses +ex-ranger -> ex-ranger ex-rangers +ex-red -> ex-red ex-reds +ex-revolutionary -> ex-revolutionaries ex-revolutionary +ex-sailor -> ex-sailors ex-sailor +ex-salesman -> ex-salesmen ex-salesman +ex-secretary -> ex-secretary ex-secretaries +ex-separatist -> ex-separatists ex-separatist +ex-service -> ex-services ex-service +ex-serviceman -> ex-servicemen ex-serviceman +exsheath -> exsheaths exsheath +ex-slave -> ex-slaves ex-slave +exsmoker -> exsmoker exsmokers +ex-smoker -> ex-smoker ex-smokers +ex-socialist -> ex-socialist ex-socialists +ex-soldier -> ex-soldier ex-soldiers +ex-special -> ex-specials ex-special +ex-spouse -> ex-spouse ex-spouses +ex-stalwart -> ex-stalwart ex-stalwarts +ex-student -> ex-student ex-students +ex-teacher -> ex-teacher ex-teachers +extemporise -> extemporised extemporising extemporise +extemporization -> extemporizations extemporization +extemporize -> extemporizing extemporize +extend -> extend extended extends extending +extender -> extenders extender +extension -> extensions extension +extensor -> extensor extensors +extent -> extent extents +extenuate -> extenuating extenuates +exteriorize -> exteriorized exteriorizing +exterior -> exterior exteriors +exterminate -> exterminating exterminate exterminated +extermination -> exterminations extermination +exterminator -> exterminator exterminators +externalise -> externalise externalised externalising +externalist -> externalist externalists +externality -> externality externalities +externalization -> externalization externalizations +externalize -> externalizing externalized externalize +external -> external externals +exter -> exter exters +extinction -> extinction extinctions +extinguish -> extinguish extinguished extinguishing extinguishes +extinguisher -> extinguishers extinguisher +extirpate -> extirpated extirpate extirpating +extol -> extolling extolled extol extols +extort -> extorted extort extorts extorting +extortioner -> extortioner extortioners +extortionist -> extortionists extortionist +extortion -> extortion extortions +extraclausal -> extraclausal extraclausals +extracode -> extracodes extracode +extract -> extracted extract extracts extracting +extraction -> extraction extractions +extractor -> extractor extractors +extradit -> extradited extraditing +extradition -> extradition extraditions +extraordinary -> extraordinary extraordinaries +extrapolate -> extrapolated extrapolating extrapolate extrapolates +extrapolation -> extrapolation extrapolations +extra -> extra extras +extrasystole -> extrasystoles extrasystole +extraterrestrial -> extraterrestrials extraterrestrial +extra-terrestrial -> extra-terrestrials extra-terrestrial +extravagance -> extravagance extravagances +extravaganza -> extravaganzas extravaganza +extravagence -> extravagences extravagence +extravert -> extravert extraverts +extreme -> extreme extremes extremest +extremist -> extremist extremists +extremity -> extremity extremities +extricate -> extricate extricated extricating extricates +ex-trotskyist -> ex-trotskyists ex-trotskyist +extrovert -> extrovert extroverted extroverts +extrude -> extruded extrude extruding extrudes +extruder -> extruders extruder +extrusion -> extrusion extrusions +extrusive -> extrusive extrusives +exuberant -> exuberant exuberants +exudate -> exudate exudates +exude -> exude exuding exudes exuded +exultation -> exultation exultations +exult -> exult exulted exults exulting +ex-urbanite -> ex-urbanite ex-urbanites +ex-user -> ex-user ex-users +ex-walker -> ex-walker ex-walkers +ex-worker -> ex-workers ex-worker +ex-workmate -> ex-workmate ex-workmates +ex-yugoslav -> ex-yugoslav ex-yugoslavs +eyeball -> eyeballs eyeball +eyebal -> eyeballing eyeballed +eye-ball -> eye-ball eye-balls +eyebath -> eyebaths eyebath +eye-blink -> eye-blink eye-blinks +eyebright -> eyebrights eyebright +eyebrow -> eyebrows eyebrow +eye-catcher -> eye-catcher eye-catchers +eye-drop -> eye-drops eye-drop +eye-glass -> eye-glasses eye-glass +eyeglass -> eyeglass eyeglasses +eyehole -> eyeholes eyehole +eye-hole -> eye-holes eye-hole +eyelash -> eyelashes eyelash eyelashed +eye-lash -> eye-lashes eye-lash +eyelet -> eyelets eyelet +eyelid -> eyelids eyelid +eyeliner -> eyeliner eyeliners +eyeline -> eyeline eyelines +eye-movement -> eye-movements eye-movement +eye-opener -> eye-opener eye-openers +eyepad -> eyepad eyepads +eyepatch -> eyepatch eyepatches +eye-patch -> eye-patch eye-patches +eyepiece -> eyepieces eyepiece +eye-piece -> eye-piece eye-pieces +eye-rim -> eye-rims eye-rim +eye-ring -> eye-rings eye-ring +eye -> eye eyes eyeing eyed +eye-screen -> eye-screens eye-screen +eyeshadow -> eyeshadow eyeshadows +eye-shadow -> eye-shadow eye-shadows +eye-slit -> eye-slit eye-slits +eyesocket -> eyesockets eyesocket +eye-socket -> eye-sockets eye-socket +eyesore -> eyesores eyesore +eye-spot -> eye-spot eye-spots +eyestripe -> eyestripe eyestripes +eyewitness -> eyewitness eyewitnesses +eye-witness -> eye-witness eye-witnesses +eie -> eie eying eies +eyot -> eyot eyots +eyre -> eyre eyres +ey -> ey eys +f' -> f'ing f' +faade -> faade faades +fab -> fabs fab +fabian -> fabian fabians +fable -> fable fables +fabliau -> fabliau fabliaus +fabricate -> fabricates fabricated fabricating fabricate +fabrication -> fabrication fabrications +fabricator -> fabricator fabricators +fabric -> fabric fabrics +fabulist -> fabulist fabulists +face-centre -> face-centres face-centre +facelet -> facelets facelet +facelift -> facelift facelifted facelifts +face-lift -> face-lift face-lifts +face-mask -> face-masks face-mask +facemask -> facemask facemasks +face-off -> face-off face-offs +facepack -> facepack facepacks +face-pack -> face-pack face-packs +faceplate -> faceplate faceplates +face-saver -> face-saver face-savers +facet -> facet facets +faceworker -> faceworker faceworkers +facial -> facial facials +facia -> facia facias +facilitate -> facilitate facilitated facilitating facilitates +facilitator -> facilitators facilitator +facility -> facility facilities +face -> face facing faced faces +facist -> facists facist +fack -> facks fack +fac -> fac facs +facsimile -> facsimile facsimiles +fact -> facts fact facted +fact-finder -> fact-finder fact-finders +faction -> factions faction +factionalise -> factionalise factionalised +factoid -> factoids factoid +factor -> factors factor +factore -> factoring factored +factorial -> factorials factorial +factory -> factory factories factorys +factorise -> factorises factorised factorising factorise +factorize -> factorized factorize +factory-owner -> factory-owners factory-owner +facto -> facto factos +factotum -> factotums factotum +fact-sheet -> fact-sheets fact-sheet +factsheet -> factsheet factsheets +facture -> facturing facture +faculty -> faculty faculties +fad -> fads fad +fade -> fade faded fades fading +fader -> fader faders +fado -> fado fados +faece -> faeces faece +faed -> faed faeder +faee -> faee faees +faery -> faery faeries +faeroe -> faeroe faeroes +faff -> faff faffing +fag-end -> fag-end fag-ends +faggot -> faggots faggot +fagin -> fagin fagins +fag -> fag fags fagged fagging +fail -> failed failing fail fails +failsafe -> failsafe failsafes +fail-safe -> fail-safe fail-safes +failure -> failure failures +faint -> faint fainted faintest fainting fainter faints +fairbairn -> fairbairn fairbairns +fair -> fair fairer fairs fairest fairing faired +fairground -> fairground fairgrounds +fair-isle -> fair-isle fair-isles +fairlight -> fairlight fairlights +fairway -> fairway fairways +fairy -> fairies fairy +fairy-story -> fairy-story fairy-stories +fairy-tale -> fairy-tales fairy-tale +fairytale -> fairytale fairytales +fait -> faits fait +faithful -> faithful faithfuls +faith-healer -> faith-healer faith-healers +fathe -> fathe faithing +faith -> faith faiths +fake -> fakes fake faking faked +faker -> faker fakers +fakir -> fakir fakirs +faky -> fakies faky +falaise -> falaise falaises +falangist -> falangists falangist +fa-la -> fa-la fa-las +falconer -> falconer falconers +falconet -> falconet falconets +falcon -> falcon falcons falconing +fale -> faling fale +falke -> falke falkes +fallacy -> fallacy fallacies +fallback -> fallback fallbacks +faller -> fallers faller +fallguy -> fallguys fallguy +fall-guy -> fall-guys fall-guy +fallibility -> fallibility fallibilities +fallopian -> fallopian fallopians +fall-out -> fall-out fall-outs +fallow -> fallow fallowing fallows +fall -> falling falls fall fallen fell +falsa -> falsas falsa +falsehood -> falsehood falsehoods +false-negative -> false-negatives false-negative +false-positive -> false-positive false-positives +fals -> falser falsest +falsettist -> falsettist falsettists +falsificationist -> falsificationist falsificationists +falsification -> falsification falsifications +falsify -> falsified falsifying falsify falsifies +falsity -> falsity falsities +falter -> faltered faltering falters falter +falun -> falun faluns +famel -> famel famels +familiarise -> familiarise familiarising familiarises familiarised +familiarity -> familiarity familiarities +familiarize -> familiarize familiarized familiarizing familiarizes +familiar -> familiar familiars +familia -> familia familias +family -> family families familys +family-tree -> family-tree family-trees +famine -> famine famines +fan -> fans fan fanning fanned +fanatic -> fanatic fanatics +fan-belt -> fan-belts fan-belt +fance -> fanced fance +fancy -> fancy fancies fancier fancied fancying fanciest +fandango -> fandango fandangos +fane -> fanes fane +fanfare -> fanfares fanfare +fang -> fang fangs +fanjet -> fanjets fanjet +fank -> fanks fank +fan-light -> fan-lights fan-light +fanlight -> fanlight fanlights +fanner -> fanners fanner +fannich -> fannichs fannich +fanny -> fanny fannies +fanshaw -> fanshaw fanshaws +fantail -> fantail fantails +fantasia -> fantasia fantasias +fantasy -> fantasy fantasies +fantasise -> fantasise fantasised fantasising fantasises +fantasist -> fantasist fantasists +fantasize -> fantasize fantasized fantasizing +fantastick -> fantasticks fantastick +fanzine -> fanzine fanzines +fap -> faps fap +far -> further far furthest farther farthest +farce -> farce farces +farcy -> farcies farcy +fare-payer -> fare-payer fare-payers +fare -> fared fares fare faring +farewel -> farewelling farewel farewelled +farewell -> farewell farewells +farge -> farge farged +faria -> faria farias +farker -> farker farkers +farmer -> farmers farmer +farm-estate -> farm-estate farm-estates +farmhand -> farmhands farmhand +farmhorse -> farmhorse farmhorses +farm-horse -> farm-horse farm-horses +farmhouse -> farmhouse farmhouses +farm-labourer -> farm-labourer farm-labourers +farmland -> farmland farmlands +farm -> farm farms farmed farming +farmscape -> farmscapes farmscape +farmstead -> farmstead farmsteads +farmworker -> farmworkers farmworker +farm-worker -> farm-workers farm-worker +farmyard -> farmyards farmyard +farne -> farne farnes +farran -> farran farrans +farren -> farren farrens +farrier -> farrier farriers +farry -> farry farries +farrow -> farrow farrowing farrowed farrows +fart -> farts fart farting farted +farthing -> farthings farthing +farthingale -> farthingale farthingales +fa -> fa fas faer +fasce -> fasces fasce +fascia -> fascia fascias +fascicle -> fascicle fascicles +fascinate -> fascinated fascinate fascinates +fascination -> fascination fascinations +fascism -> fascism fascisms +fascist -> fascist fascists +fashionable -> fashionable fashionables +fashion -> fashion fashioned fashions fashioning +fastball -> fastball fastballs +fast-bowler -> fast-bowler fast-bowlers +fast-day -> fast-days fast-day +fasten -> fastened fasten fastening fastens +fastener -> fasteners fastener +fast -> fast fastest faster fasts fasting fasted +fastflow -> fastflowing fastflow +fastness -> fastness fastnesses +fastnet -> fastnet fastnets +fatale -> fatale fatales +fatality -> fatalities fatality +fatal -> fatal fatals +fat-cat -> fat-cat fat-cats +fate -> fate fated fates fatest +father-figure -> father-figure father-figures +father-husband -> father-husbands father-husband +fatherland -> fatherland fatherlands +father -> father fathers fathered fathering +fathome -> fathomed fathoming fathomes +fathom -> fathom fathoms +fatigue -> fatigues fatigue fatigued fatiguing +fatimid -> fatimid fatimids +fat -> fat fatted fattest fats fatter +fatten -> fattening fatten fattened fattens +fatty -> fatty fattier fattiest fatties +fatwah -> fatwahs fatwah +fatwa -> fatwa fatwas +faubourg -> faubourg faubourgs +faucet -> faucet faucets +fauchard -> fauchard fauchards +faulknerite -> faulknerites faulknerite +fault-block -> fault-blocks fault-block +fault-line -> fault-line fault-lines +fault -> fault faults faulted faulting +fault-tree -> fault-tree fault-trees +fauna -> fauna faunas +faun -> faun fauns +fauteuil -> fauteuils fauteuil +fauve -> fauves fauve +favela -> favelas favela +fave -> fave faves +favore -> favore favored favoring +favorite -> favorite favorites +favor -> favor favors +favour -> favour favoured favours favouring +favourite -> favourite favourites +favouritism -> favouritism favouritisms +fawn -> fawning fawn fawns fawned +fax -> fax faxes faxed faxing +fay -> fay fayed fays +fayre -> fayre fayres +faze -> fazed faze fazes +fba -> fba fbas +fear -> fear feared fears fearing +feastday -> feastday feastdays +feast-day -> feast-day feast-days +feaster -> feasters feaster +feast -> feast feasts feasting feasted +featherbed -> featherbed featherbedding +feather-brain -> feather-brains feather-brain +feather -> feather feathers feathered feathering +featherweight -> featherweight featherweights +feat -> feat feats +feature -> feature featured features featuring +feature-detector -> feature-detectors feature-detector +feature-value -> feature-value feature-values +february -> february februaries +fec -> fecs fec +feck -> feck fecking +f- -> f- f-ed +feddan -> feddans feddan +federalist -> federalists federalist +federalize -> federalized federalize +federal -> federal federals +federate -> federating federate federates +federation -> federation federations +fedora -> fedora fedoras +fedpol -> fedpol fedpols +feeble -> feeble feebles +feebl -> feebler feeblest +feedback -> feedback feedbacks +feeder -> feeder feeders +feed -> fed feeding feed feeds +feeding-ground -> feeding-ground feeding-grounds +feeding-place -> feeding-place feeding-places +feeding-point -> feeding-points feeding-point +feedlot -> feedlot feedlots +feedstock -> feedstock feedstocks +feedstuff -> feedstuffs feedstuff +fee-earner -> fee-earners fee-earner +fee-farm -> fee-farm fee-farms +feeler -> feeler feelers feelered +feel -> feel feels feeling felt +feely -> feelies feely +fee -> fee fees feeing +feget -> feget fegetting +feherty -> feherty fehertys +feign -> feigning feign feigned feigns +feint -> feints feint feinted feinting +feisty -> feisty feistiest feistier +feld -> feld felds +feldspar -> feldspar feldspars +felicity -> felicity felicities +feline -> feline felines +felinoid -> felinoids felinoid +fellah -> fellah fellahs +fella -> fella fellas +fellate -> fellating fellated fellate +feller-me-lad -> feller-me-lad feller-me-lads +feller -> feller fellers +fellfield -> fellfield fellfields +fellmonger -> fellmonger fellmongers +fellow-actor -> fellow-actors fellow-actor +fellow-american -> fellow-american fellow-americans +fellow-christian -> fellow-christians fellow-christian +fellow-commoner -> fellow-commoner fellow-commoners +fellow-conspirator -> fellow-conspirators fellow-conspirator +fellow-countryman -> fellow-countrymen fellow-countryman +fellow-creature -> fellow-creature fellow-creatures +fellow-curate -> fellow-curate fellow-curates +fellow-irishman -> fellow-irishman fellow-irishmen +fellow-mason -> fellow-masons fellow-mason +fellow-member -> fellow-members fellow-member +fellow-man -> fellow-man fellow-men +fellow-officer -> fellow-officers fellow-officer +fellow-passenger -> fellow-passengers fellow-passenger +fellow-prisoner -> fellow-prisoners fellow-prisoner +fellow-rebel -> fellow-rebel fellow-rebels +fellow -> fellow fellows +fellowship -> fellowship fellowships +fellow-soldier -> fellow-soldier fellow-soldiers +fellow-struggler -> fellow-struggler fellow-strugglers +fellow-student -> fellow-students fellow-student +fellow-sufferer -> fellow-sufferer fellow-sufferers +fellow-traveller -> fellow-travellers fellow-traveller +fellow-worker -> fellow-worker fellow-workers +fellow-writer -> fellow-writer fellow-writers +fell-runner -> fell-runner fell-runners +fellside -> fellside fellsides +felltop -> felltop felltops +fellwalker -> fellwalkers fellwalker +felony -> felony felonies +felon -> felon felons +fel -> fel fels +felt-tip -> felt-tip felt-tips +felucca -> feluccas felucca +female -> female females +fembot -> fembots fembot +femidom -> femidom femidoms +feminine -> feminine feminines +femininity -> femininity femininities +feminisation -> feminisations feminisation +feminise -> feminised feminising +feminism -> feminism feminisms +feminist -> feminist feminists +feminize -> feminized feminizes feminize feminizing +femme -> femmes femme +fem -> fem fems +femur -> femur femurs +fen -> fens fen +fencepost -> fencepost fenceposts +fence-post -> fence-post fence-posts +fencer -> fencer fencers +fence -> fence fencing fences fenced +fend -> fended fend fending fends +fender -> fenders fender fendered +fenestral -> fenestral fenestrals +fenestrate -> fenestrated fenestrates +fenestration -> fenestrations fenestration +fenian -> fenian fenians +fenland -> fenland fenlands +fenman -> fenman fenmen +feoffee -> feoffee feoffees +fergy -> fergy fergies +fergurson -> fergursons fergurson +feringhee -> feringhees feringhee +fermata -> fermata fermatas +fermenter -> fermenters fermenter +ferment -> ferment fermenting fermented ferments +fermoy -> fermoy fermoys +fern -> ferns fern +fernland -> fernlands fernland +ferocity -> ferocity ferocities +ferrar -> ferrar ferrars +ferret -> ferrets ferret +ferreter -> ferreters ferreter +ferrete -> ferreted ferreting +ferry -> ferry ferries ferrying ferried +ferrofluid -> ferrofluid ferrofluids +ferromagnet -> ferromagnets ferromagnet +ferrule -> ferrules ferrule +ferryboat -> ferryboat ferryboats +fertilisation -> fertilisation fertilisations +fertilise -> fertilise fertilised fertilising fertilises +fertiliser -> fertiliser fertilisers +fertilization -> fertilization fertilizations +fertilize -> fertilized fertilize fertilizing fertilizes +fertilizer -> fertilizer fertilizers +fervour -> fervour fervours +fescue -> fescue fescues +fess -> fess fessed +festa -> festa festas +fester -> fester festering festered festers +feste -> feste festes +fest -> fest festing +festival -> festival festivals +festivity -> festivities festivity +festoon -> festoons festooned festoon festooning +fet -> fets fet +fetch -> fetch fetched fetching fetches +fete -> fete feted fetes feting +fetish -> fetish fetishes +fetishise -> fetishised fetishising +fetishist -> fetishist fetishists +fetishize -> fetishize fetishized +fetlock -> fetlock fetlocks +fetter -> fetters fetter fettered fettering +fettle -> fettled fettle fettling +fetva -> fetvas fetva +feud -> feuds feud feuding feuded +feuduty -> feuduties feuduty +fever -> fevers fever fevered +ff -> ff ffs +f-hole -> f-holes f-hole +fhsa -> fhsa fhsas +fiasco -> fiasco fiascos +fiat -> fiat fiats +fib -> fibs fib fibbed fibbing +fibber -> fibbers fibber +fibreboard -> fibreboards fibreboard +fibreglass -> fibreglass fibreglassing +fibre-pile -> fibre-piles fibre-pile +fibre -> fibre fibres +fibril -> fibrils fibril +fibrinopeptide -> fibrinopeptide fibrinopeptides +fibroblast -> fibroblasts fibroblast +fibroid -> fibroid fibroids +fibrose -> fibrosing fibrosed +fibula -> fibula fibulas +ficer -> ficers ficer +fich -> fiches fich +fiction -> fiction fictions +fiction-writer -> fiction-writer fiction-writers +fiddler -> fiddler fiddlers +fiddly -> fiddly fiddlier +fiddle -> fiddles fiddling fiddle fiddled +fidele -> fideles fidele +fidelista -> fidelista fidelistas +fide -> fide fides +fidget -> fidget fidgets fidgeted +fido -> fido fidos +fid -> fid fids +fiduciary -> fiduciary fiduciaries +fie -> fie fied +fief -> fiefs fief +fiefdom -> fiefdom fiefdoms +fief-rente -> fief-rente fief-rentes +fielder -> fielder fielders +fieldfare -> fieldfares fieldfare +fieldgun -> fieldgun fieldguns +field-marshal -> field-marshal field-marshals +fieldname -> fieldnames fieldname +fieldnote -> fieldnotes fieldnote +field-path -> field-paths field-path +field -> field fields fielding fielded +fieldsman -> fieldsmen fieldsman +field-test -> field-tests field-test +fieldworker -> fieldworker fieldworkers +field-worker -> field-worker field-workers +fieldwork -> fieldwork fieldworking +fiend -> fiends fiend +fy -> fy fier +fierce -> fiercest fierce fiercer +fiery -> fiery fieriest +fiesta -> fiesta fiestas +fife -> fifes fife +fifteen-a-side -> fifteen-a-side fifteen-a-sides +fifteen-year-old -> fifteen-year-old fifteen-year-olds +fifth-former -> fifth-formers fifth-former +fifth-year -> fifth-years fifth-year +fig -> figs fig figging +fightback -> fightback fightbacks +fighter-bomber -> fighter-bombers fighter-bomber +fighter -> fighter fighters +fighting-ship -> fighting-ship fighting-ships +figment -> figment figments +fig-tree -> fig-tree fig-trees +figuration -> figuration figurations +figure -> figures figure figured figuring +figure-head -> figure-heads figure-head +figurehead -> figurehead figureheads +figure-scene -> figure-scene figure-scenes +figure-zone -> figure-zone figure-zones +figurine -> figurine figurines +fig-wasp -> fig-wasp fig-wasps +fijian -> fijians fijian +fil -> fils fil +filament -> filaments filament +filbert -> filbert filberts +filch -> filch filched filching filches +filemaker -> filemaker filemakers +filename -> filename filenames +filer -> filer filers +file-server -> file-servers file-server +fileserver -> fileserver fileservers +filet -> filet filets +filial -> filial filials +filiation -> filiation filiations +filibuster -> filibuster filibustered filibusters filibustering +filigree -> filigree filigrees +file -> file filing filed files +filing-cabinet -> filing-cabinets filing-cabinet +filipe -> filipes filipe +filipino -> filipinos filipino +fill -> fill filled filling fills +filler -> filler fillers +fille -> fille filles +fillete -> filleted filleting +fillet -> fillet fillets +filli -> fillis filli +fill-in -> fill-in fill-ins +fill-up -> fill-up fill-ups +filly -> fillies filly +film-goer -> film-goers film-goer +film -> film filming films filmed +filmmaker -> filmmakers filmmaker +film-maker -> film-makers film-maker +film-script -> film-script film-scripts +film-set -> film-set film-sets +filmshow -> filmshows filmshow +filmstar -> filmstar filmstars +film-star -> film-star film-stars +filmstrip -> filmstrips filmstrip +film-viewer -> film-viewer film-viewers +film-writer -> film-writers film-writer +filofax -> filofax filofaxes +filopod -> filopod filopods +filter-feeder -> filter-feeders filter-feeder +filter -> filters filtering filtered filter +filthy -> filthy filthiest filthier +filth -> filth filths +filtrate -> filtrates filtrate filtrated +filtration -> filtration filtrations +finagle -> finagling finagle +finale -> finale finales +finalise -> finalised finalising finalise finalises +finalist -> finalists finalist +finality -> finality finalities +finalize -> finalized finalizing finalizes finalize +final -> final finals +finance -> financing finance financed finances +financial -> financial financials +financial-service -> financial-services financial-service +financier -> financiers financier +finca -> finca fincas +finchback -> finchbacks finchback finchbacked +finch -> finch finches +finder -> finders finder +find -> find finding found finds +findspot -> findspot findspots +find-spot -> find-spot find-spots +finery -> finery fineries +fine -> fine fines finest finer fined fining +finess -> finessing finessed finesses +fine-tune -> fine-tuned fine-tune fine-tuning +f -> f fing +finger -> fingers finger fingered fingering +fingerboard -> fingerboard fingerboards +finger-bone -> finger-bones finger-bone +fingerbone -> fingerbone fingerbones +finger-bowl -> finger-bowls finger-bowl +finger-end -> finger-end finger-ends +fingerling -> fingerlings fingerling +fingermark -> fingermarks fingermark +fingernail -> fingernails fingernail +finger-nail -> finger-nails finger-nail +fingerpick -> fingerpicking fingerpicked +fingerpicker -> fingerpicker fingerpickers +fingerplate -> fingerplates fingerplate +fingerpost -> fingerpost fingerposts +fingerprint -> fingerprints fingerprint fingerprinting fingerprinted +finger-print -> finger-print finger-prints +finger-ring -> finger-ring finger-rings +fingerspel -> fingerspelling fingerspelled +fingerstall -> fingerstall fingerstalls +fingertip -> fingertips fingertip fingertipped +finger-tip -> finger-tips finger-tip +finial -> finials finial +finisher -> finisher finishers +finish -> finished finishes finishing finish +finite -> finite finites +fink -> fink finks +finnmark -> finnmark finnmarks +finn -> finn finns +fin-ray -> fin-rays fin-ray +fin -> fin fins finned finning +fiord -> fiord fiords +fip -> fip fips +fir -> firs fir +fir-cone -> fir-cones fir-cone +fire-alarm -> fire-alarms fire-alarm +firearm -> firearms firearm +fireback -> fireback firebacks +fireball -> fireball fireballs +firebird -> firebird firebirds +firebomb -> firebombs firebomb firebombed firebombing +fire-bomber -> fire-bomber fire-bombers +fire-bomb -> fire-bomb fire-bombs +firebowl -> firebowl firebowls +firebox -> firebox fireboxes +firebrand -> firebrands firebrand +firebreak -> firebreak firebreaks +fire-bucket -> fire-bucket fire-buckets +firecracker -> firecrackers firecracker +fire -> fire fired firing fires +fire-eater -> fire-eater fire-eaters +fire-engine -> fire-engine fire-engines +fire-escape -> fire-escape fire-escapes +fire-extinguisher -> fire-extinguishers fire-extinguisher +firefighter -> firefighters firefighter +fire-fighter -> fire-fighters fire-fighter +firefight -> firefight firefighting firefights +fire-fight -> fire-fight fire-fights +firefly -> fireflies firefly +firegod -> firegod firegods +fireguard -> fireguards fireguard +firehose -> firehose firehoses firehosing +fire-iron -> fire-irons fire-iron +firelighter -> firelighters firelighter +fire-lighter -> fire-lighters fire-lighter +firelight -> firelight firelights +fireman -> firemen fireman firemans +firemouth -> firemouths firemouth +fire-officer -> fire-officer fire-officers +fireplace -> fireplace fireplaces +fire-place -> fire-place fire-places +fireproof -> fireproof fireproofed +firer -> firers firer +firescreen -> firescreen firescreens +fireship -> fireships fireship +fireside -> firesides fireside +firestick -> firestick firesticks +firestone -> firestone firestones +firestorm -> firestorms firestorm +firetrap -> firetrap firetraps +fire-walker -> fire-walkers fire-walker +firewall -> firewall firewalls +fire-watch -> fire-watching fire-watch +fire-watcher -> fire-watchers fire-watcher +firewatcher -> firewatcher firewatchers +firewoman -> firewoman firewomen +firework -> fireworks firework +firman -> firman firmans +firm -> firm firmer firms firming firmed firmest +firmlet -> firmlets firmlet +first-aider -> first-aider first-aiders +first-comer -> first-comer first-comers +first-cousin -> first-cousins first-cousin +firstfruit -> firstfruit firstfruits +firstling -> firstling firstlings +first-mover -> first-mover first-movers +first-name -> first-name first-names +first-nighter -> first-nighter first-nighters +first-preference -> first-preference first-preferences +first -> first firsts +first-teamer -> first-teamers first-teamer +first-timer -> first-timer first-timers +first-year -> first-year first-years +firth -> firth firths +fiscal -> fiscal fiscals +fish -> fishes fish fishing fished +fish-and-chip -> fish-and-chip fish-and-chips +fishbone -> fishbone fishbones +fishbowl -> fishbowl fishbowls +fish-cake -> fish-cakes fish-cake +fisherman -> fishermen fisherman +fisher -> fisher fishers +fisherwoman -> fisherwomen fisherwoman +fishery -> fisheries fishery +fish-eye -> fish-eye fish-eyes +fish-farm -> fish-farm fish-farms +fish-finger -> fish-fingers fish-finger +fishfinger -> fishfinger fishfingers +fish-hook -> fish-hooks fish-hook +fish-house -> fish-house fish-houses +fishy -> fishy fishier +fishing-boat -> fishing-boats fishing-boat +fishing-rod -> fishing-rod fishing-rods +fishkeeper -> fishkeeper fishkeepers +fishman -> fishmen fishman +fishmonger -> fishmonger fishmongers +fishnet -> fishnet fishnets +fish-net -> fish-net fish-nets +fishplate -> fishplate fishplates +fishpond -> fishponds fishpond +fishpool -> fishpools fishpool +fishquay -> fishquay fishquays +fish-scale -> fish-scale fish-scales +fishtail -> fishtail fishtailed +fish-tail -> fish-tail fish-tails +fishtank -> fishtank fishtanks +fishwife -> fishwife fishwives +fission -> fission fissioning +fissure -> fissures fissure fissuring +fist -> fists fist fisting fisted +fist-fight -> fist-fights fist-fight +fistful -> fistful fistfuls +fisticuff -> fisticuffs fisticuff fisticuffing +fistula -> fistula fistulas +fit -> fitted fit fitter fits fitting fittest +fitch -> fitch fitches fitched +fitment -> fitments fitment +fitness -> fitness fitnesses +fitt -> fitt fitts +five-aside -> five-aside five-asides +five-a-side -> five-a-side five-a-sides +five-door -> five-door five-doors +five-man -> five-man five-men +five-minute -> five-minute five-minutes +five-month -> five-month five-months +five-nation -> five-nation five-nations +fiver -> fiver fivers +five-seater -> five-seater five-seaters +five-speed -> five-speed five-speeds +five-time -> five-times five-time +five-year-old -> five-year-old five-year-olds +five-years-old -> five-years-olds five-years-old +fix -> fixed fix fixing fixes +fixate -> fixated fixates fixate fixating +fixation -> fixations fixation +fixative -> fixative fixatives +fixator -> fixator fixators +fixer -> fixers fixer +fixity -> fixity fixities +fixture -> fixtures fixture fixturing +fizzer -> fizzers fizzer +fizzy -> fizzy fizzier +fiz -> fizzed fizzing +fizzle -> fizzle fizzled fizzles fizzling +fjord -> fjord fjords +flab -> flab flabbed +flabber -> flabber flabbers +flabby -> flabby flabbies +flack -> flack flacks +flagellant -> flagellant flagellants +flagellate -> flagellates flagellating flagellate flagellated +flag -> flag flagged flags flagging +flagon -> flagon flagons +flagpole -> flagpoles flagpole +flag-pole -> flag-poles flag-pole +flagship -> flagship flagships +flagstaff -> flagstaffs flagstaff +flagstick -> flagsticks flagstick +flagstone -> flagstones flagstone +flail -> flailed flailing flail flails +flair -> flair flairing flairs +flake -> flakes flake flaking flaked +flaky -> flaky flakiest +flak-jacket -> flak-jacket flak-jackets +flambard -> flambards flambard +flambeau -> flambeaus flambeau +flamenco -> flamenco flamencoing +flamer -> flamer flamers +flame-thrower -> flame-throwers flame-thrower +flamethrower -> flamethrower flamethrowers +flame -> flames flaming flame flamed +flamingo -> flamingo flamingos flamingoes +flanger -> flanger flangers +flange -> flange flanges flanged +flanker -> flanker flankers +flank -> flank flanking flanks flanked +flannel -> flannel flannels +flan -> flan flans +flap -> flap flapped flapping flaps +flapper -> flapper flappers +flare -> flared flare flares flaring +flarepath -> flarepath flarepaths +flare-up -> flare-up flare-ups +flashback -> flashbacks flashback +flash-back -> flash-back flash-backs +flashbulb -> flashbulbs flashbulb +flash-bulb -> flash-bulbs flash-bulb +flashcard -> flashcards flashcard +flash-card -> flash-cards flash-card +flash -> flash flashes flashed flashing flasher flashest +flash-flood -> flash-flood flash-floods +flashgun -> flashguns flashgun +flashy -> flashy flashier flashiest +flash-in -> flash-ins flash-in +flashlight -> flashlight flashlights +flashpoint -> flashpoints flashpoint +flask -> flask flasks flasked +flat-bottom -> flat-bottom flat-bottoms +flat-dweller -> flat-dwellers flat-dweller +flatfoot -> flatfoot flatfooting +flathead -> flathead flatheads +flat-iron -> flat-iron flat-irons +flatland -> flatlands flatland +flatlet -> flatlets flatlet +flat-mate -> flat-mates flat-mate +flatmate -> flatmate flatmates +flatpack -> flatpack flatpacks +flatpick -> flatpicking flatpick +flat -> flat flats flatter flattest +flatten -> flatten flattened flattening flattens +flattener -> flattener flatteners +flatterer -> flatterer flatterers +flattery -> flatteries flattery +flat-top -> flat-top flat-tops +flatty -> flatties flatty +flatweave -> flatweaves flatweaving +flatworm -> flatworm flatworms +flatwound -> flatwounds flatwound +flaunching -> flaunching flaunchings +flaunt -> flaunt flaunted flaunts flaunting +flautist -> flautist flautists +flavonoid -> flavonoids flavonoid +flavor -> flavor flavors +flavour -> flavour flavouring flavours flavoured +flaw -> flaw flaws +flax -> flax flaxes flaxed +flax-spinner -> flax-spinner flax-spinners +flay -> flayed flay flaying flays +fleahopper -> fleahopper fleahoppers +flea-market -> flea-markets flea-market +flea-pit -> flea-pits flea-pit +fleapit -> fleapit fleapits +flea -> flea fleas fleaing +fleck -> flecks flecked flecking fleck +fledgeling -> fledgeling fledgelings +fledge -> fledged fledging fledge fledges +fledgling -> fledgling fledglings +flee -> fled flee fleeing flees +fleece -> fleece fleeces fleeced fleecing +fleet -> fleet fleeting fleets fleetest +flehman -> flehman flehmen +flemyng -> flemyngs flemyng +flense -> flense flensed flensing +fl -> fl fler fls +flesh-eater -> flesh-eaters flesh-eater +flesh -> flesh fleshed fleshing fleshes +fleshy -> fleshy fleshier fleshies +fletch -> fletch fletched +fletcher -> fletcher fletchers +fleur -> fleur fleurs +fleur-de-lis -> fleur-de-lis fleurs-de-lis +flex -> flexed flex flexing flexes +flexibility -> flexibility flexibilities +flexifoil -> flexifoil flexifoils +flexi-hour -> flexi-hour flexi-hours +flexion -> flexion flexions +flexor -> flexor flexors +flexure -> flexure flexures +flibbertigibbet -> flibbertigibbet flibbertigibbets +flic -> flics flic +flick -> flicking flicked flick flicks +flicker -> flicker flickering flickers flickered +flick-on -> flick-on flick-ons +flier -> fliers flier +fly -> flying flies fly flew flown flys +flig -> fligs flig +flightcase -> flightcased flightcase flightcases +flightcrew -> flightcrew flightcrews +flightline -> flightline flightlines +flight-muscle -> flight-muscles flight-muscle +flightpath -> flightpath flightpaths +flight-plan -> flight-plan flight-plans +flight -> flight flights flighted flighting +flim -> flim flims +flimsy -> flimsy flimsiest flimsier flimsies +flinch -> flinch flinches flinched flinching +fling -> flung fling flinging flings +flintlock -> flintlock flintlocks +flint -> flint flints +flintstone -> flintstone flintstones +flipchart -> flipchart flipcharts +flip-chart -> flip-chart flip-charts +flipflop -> flipflop flipflops +flip-flop -> flip-flop flip-flops +flipper -> flippers flipper +flip -> flip flips flipped flipping +flirtation -> flirtation flirtations +flirt -> flirt flirting flirts flirted +flitch -> flitch flitches +flit -> flitted flits flit flitting +flitter -> flittered flitters flitter flittering +float -> floating float floats floated +floatation -> floatation floatations +floater -> floaters floater +floatplane -> floatplane floatplanes +flob -> flob flobs +flocculate -> flocculate flocculates flocculating flocculated +flockmaster -> flockmasters flockmaster +flock -> flock flocks flocking flocked +floc -> floc flocs +floe -> floe floes +flog -> flogged flog flogging flogs +flogger -> floggers flogger +flood -> floods flood flooded flooding +floodgate -> floodgates floodgate +floodlamp -> floodlamps floodlamp +flood-land -> flood-lands flood-land +floodlight -> floodlights floodlight floodlighting +floodplain -> floodplains floodplain +flood-tide -> flood-tide flood-tides +floodwater -> floodwaters floodwater +flood-water -> flood-waters flood-water +floorboard -> floorboards floorboard floorboarding +floorcovering -> floorcovering floorcoverings +floor-pan -> floor-pan floor-pans +floor-plan -> floor-plan floor-plans +floor -> floor floors floored flooring +floorshow -> floorshow floorshows +floozy -> floozies floozy +flophouse -> flophouse flophouses +flop -> flops flopped flopping flop +floppy -> floppy floppier floppies +floral -> floral florals +flora -> flora floras +florentine -> florentine florentines +floret -> florets floret +floribunda -> floribundas floribunda +floridian -> floridians floridian +florin -> florin florins +florist -> florists florist +floristic -> floristic floristics +floss -> floss flossing flossed +flotation -> flotations flotation +flote -> flotes flote floting +flotilla -> flotilla flotillas +flounce -> flounce flounces flouncing flounced +flounder -> floundering floundered flounder flounders +floure -> floure floures +flour -> flour flouring flours floured +flourish -> flourished flourish flourishes flourishing +flout -> flouts flout flouted flouting +flow -> flowing flow flows flowed +flowchart -> flowchart flowcharts flowcharting +flow-chart -> flow-chart flow-charts +flower -> flowers flower flowered flowering +flowerbed -> flowerbeds flowerbed +flower-bed -> flower-beds flower-bed +flowerer -> flowerers flowerer +flower-garden -> flower-garden flower-gardens +flowerhead -> flowerheads flowerhead +flower-head -> flower-heads flower-head +flower-painting -> flower-painting flower-paintings +flower-piece -> flower-piece flower-pieces +flowerpot -> flowerpots flowerpot +flower-pot -> flower-pot flower-pots +flower-seller -> flower-sellers flower-seller +flowerseller -> flowerseller flowersellers +flower-vase -> flower-vase flower-vases +flowline -> flowlines flowline +flow-rate -> flow-rate flow-rates +flow'r -> flow'r flow'rs flow'ring +fluctuate -> fluctuate fluctuated fluctuates fluctuating +fluctuation -> fluctuations fluctuation +flue -> flue flues flueing +fluffy -> fluffy fluffier fluffies fluffiest +fluff -> fluffs fluffing fluff fluffed +flugelhorn -> flugelhorn flugelhorns +fluidic -> fluidics fluidic +fluidity -> fluidity fluidities +fluid -> fluid fluids +fluke -> fluke flukes fluked +flume -> flume flumes +flunkey -> flunkeys flunkey +flunky -> flunky flunkies +flunk -> flunked flunks flunking flunk +fluorescence -> fluorescence fluorescences +fluorescent -> fluorescent fluorescents +fluoresce -> fluoresce fluoresces fluoresced +fluoridate -> fluoridating fluoridate +fluoride -> fluoride fluorides +fluorine -> fluorine fluorines +fluorite -> fluorite fluorites +fluorocarbon -> fluorocarbon fluorocarbons +fluorochrome -> fluorochromes fluorochrome +fluoroquinolone -> fluoroquinolone fluoroquinolones +flurry -> flurry flurried flurries flurrying +flush -> flush flushed flushes flushing +fluster -> flustered fluster flustering +flute -> flutes flute fluted fluting +flutte -> fluttes flutte +flutter -> fluttered flutter fluttering flutters +flux -> fluxes flux fluxing fluxed +flyboat -> flyboats flyboat +fly-by-night -> fly-by-night fly-by-nights +fly-by -> fly-by fly-bys +flycatcher -> flycatchers flycatcher +fly-catcher -> fly-catcher fly-catchers +fly-drive -> fly-drive fly-drives +flye -> flyes flye +flyer -> flyers flyer +fly-fisher -> fly-fisher fly-fishers +flyingboat -> flyingboat flyingboats +flying-boat -> flying-boat flying-boats +fly-in -> fly-in fly-ins +flyman -> flymen flyman +fly-man -> fly-men fly-man +flyover -> flyover flyovers +fly-over -> fly-over fly-overs +fly-paper -> fly-paper fly-papers +flypast -> flypast flypasts +flyposter -> flyposter flyposters +flysheet -> flysheet flysheets +fly-tipper -> fly-tippers fly-tipper +flytrap -> flytrap flytraps +fly-trap -> fly-trap fly-traps +fly-tyer -> fly-tyers fly-tyer +flyway -> flyway flyways +flyweight -> flyweight flyweights +flywheel -> flywheel flywheels +fme -> fme fmes +fm -> fm fms +foal -> foals foaled foal foaling +foam -> foam foaming foams foamed +fob -> fob fobbed fobbing fobs +fock -> fock focking +focus -> focussed focus focusing focuses focused focussing foci +fodder -> fodder foddering +fody -> fodies fody +foe -> foes foe +fogey -> fogeys fogey +fogge -> fogges fogge +foggy -> foggy foggier foggiest +fog-horn -> fog-horns fog-horn +foghorn -> foghorn foghorns +foglight -> foglight foglights +fog -> fog fogs fogging fogged +fog-signal -> fog-signals fog-signal +foible -> foibles foible +foil -> foil foiled foils foiling +foin -> foin foins +foist -> foisted foist foisting foists +fokker -> fokker fokkers +folate -> folates folate +folbot -> folbot folbots +fold -> folds fold folded folding +foldback -> foldback foldbacks +folder -> folder folders +fold-over -> fold-over fold-overs +foliage -> foliage foliages foliaged +foliate -> foliate foliated +foliation -> foliations foliation +folio -> folio folios +folk-belief -> folk-belief folk-beliefs +folk-custom -> folk-customs folk-custom +folk-dance -> folk-dances folk-dance +folk-devil -> folk-devils folk-devil +folke -> folkes folke +folky -> folky folkies folkys +folklinguistic -> folklinguistics folklinguistic +folklorist -> folklorists folklorist +folk -> folk folks +folksy -> folksy folksier +folk-singer -> folk-singers folk-singer +folksong -> folksongs folksong +folk-song -> folk-songs folk-song +folktale -> folktale folktales +folk-tale -> folk-tale folk-tales +folkway -> folkways folkway +folle -> folles folle +foll -> foll folled +follet -> follet follets +follicle -> follicles follicle +folly -> folly follies +follow -> follows followed following follow +follower -> followers follower +followup -> followup followups +follow-up -> follow-up follow-ups +foment -> fomented fomenting foment foments +fomite -> fomites fomite +fonctionnaire -> fonctionnaire fonctionnaires +fondant -> fondant fondants +fonda -> fonda fondas +fond -> fond fonder fondest fonds +fondle -> fondling fondle fondled fondles +fondler -> fondlers fondler +fondness -> fondness fondnesses +fondue -> fondue fondues +fon -> fon fons +font -> fonts font +fontaine -> fontaine fontaines +fontanelle -> fontanelle fontanelles +fonte -> fontes fonte +food-basket -> food-basket food-baskets +foodcrop -> foodcrop foodcrops +food-crop -> food-crop food-crops +foodmarket -> foodmarkets foodmarket +food-parcel -> food-parcel food-parcels +food -> food foods +food-stall -> food-stalls food-stall +foodstore -> foodstores foodstore +foodstuff -> foodstuffs foodstuff +food-stuff -> food-stuffs food-stuff +food-supply -> food-supply food-supplies +food-taster -> food-taster food-tasters +food-vessel -> food-vessels food-vessel +foody -> foodies foody foodiest +fool -> fool fooled fools fooling +foolishness -> foolishness foolishnesses +foot -> feet foot footing foots footed +footballer -> footballer footballers +footballing -> footballing footballings +football -> football footballs +foot-bath -> foot-baths foot-bath +footbath -> footbath footbaths +footbed -> footbed footbeds +footboard -> footboard footboards +footbridge -> footbridge footbridges +footer -> footer footers footering +footfall -> footfall footfalls +foothill -> foothills foothill +foothold -> foothold footholds +foot-hold -> foot-hold foot-holds +footlight -> footlights footlight +footmark -> footmarks footmark +footman -> footman footmen +footnote -> footnote footnotes footnoted +footpad -> footpads footpad +foot-passenger -> foot-passengers foot-passenger +footpath -> footpath footpaths +foot-pedal -> foot-pedals foot-pedal +footpedal -> footpedal footpedals +footplate -> footplates footplate +footpoint -> footpoints footpoint +footprint -> footprints footprint footprinting +footrest -> footrest footrests +foot-rest -> foot-rest foot-rests +foot-shock -> foot-shock foot-shocks +foot-soldier -> foot-soldiers foot-soldier +footsoldier -> footsoldiers footsoldiering +footstep -> footsteps footstep +footstool -> footstool footstools +footstrap -> footstraps footstrap +footswitch -> footswitch footswitches footswitching +footvalve -> footvalves footvalve +footwall -> footwall footwalls +footway -> footway footways +footwell -> footwell footwells +fop -> fops fop fopped +foppery -> fopperies foppery +forager -> foragers forager +forage -> forage foraging foraged forages +foraminifer -> foraminifers foraminifer +foraminiferan -> foraminiferan foraminiferans +foray -> foray forays foraying +forbear -> forbear forbears forbearing +forbid -> forbid forbidden forbade forbids forbidding +forcast -> forcast forcasts +forcefield -> forcefield forcefields +force-field -> force-field force-fields +forcemeat -> forcemeat forcemeats +force -> force forces forced forcing +ford -> ford fords forded fording +forearm -> forearm forearms +fore-arm -> fore-arm fore-arms +forebear -> forebears forebear +fore-bear -> fore-bear fore-bears +foreboding -> foreboding forebodings +forebrain -> forebrain forebrains +forecast -> forecasts forecast forecasting forecasted +forecaster -> forecasters forecaster +foreclose -> foreclose foreclosing foreclosed forecloses +foreclosure -> foreclosure foreclosures +forecourt -> forecourt forecourts +fore-edge -> fore-edge fore-edges +forefather -> forefathers forefather +forefinger -> forefinger forefingers +foregather -> foregather foregathered foregathering +forego -> foregoes forego foregone +foreground -> foreground foregrounds foregrounded foregrounding +forehand -> forehand forehands +forehead -> forehead foreheads +foreigner -> foreigners foreigner +foreleg -> foreleg forelegs +fore-leg -> fore-leg fore-legs +fore-limb -> fore-limbs fore-limb +forelimb -> forelimb forelimbs +forelock -> forelock forelocks +foremark -> foremark foremarks +foreman -> foreman foremen foremans +forename -> forenames forename +forensic -> forensic forensics +forepart -> forepart foreparts +forepaw -> forepaws forepaw +fore-paw -> fore-paw fore-paws +forequarter -> forequarter forequarters +forero -> foreros forero +forerunner -> forerunner forerunners +fore -> fore fores +foresail -> foresail foresails +foresee -> foreseen foreseeing foresaw foresee foresees +foreshadow -> foreshadowing foreshadowed foreshadow foreshadows +foreshore -> foreshore foreshores +foreshorten -> foreshortened foreshortening foreshorten +foresight -> foresight foresights +foreskin -> foreskin foreskins +forestal -> forestalled forestal forestalling +forestall -> forestall forestalls +forest-dweller -> forest-dwellers forest-dweller +forester -> foresters forester +forestership -> forestership foresterships +forest -> forest forests forested +foretell -> foretells foretell +foreward -> foreward forewarded +forewarn -> forewarns forewarned forewarn forewarning +forewing -> forewing forewings +foreword -> foreword forewords +forfait -> forfaiting forfait +forfeit -> forfeited forfeit forfeiting forfeits +forfeiture -> forfeiture forfeitures +forgac -> forgacs forgac +forge -> forged forge forging forges +forger -> forger forgers +forgery -> forgeries forgery +forget-me-knot -> forget-me-knots forget-me-knot +forget-me-not -> forget-me-not forget-me-nots +forgiveness -> forgiveness forgivenesses +forgive -> forgave forgives forgiven forgive forgiving +forgo -> forgo forgoing +forget -> forget forgotten forgetting forgot forgets +forint -> forints forint +forista -> forista foristas +forkful -> forkful forkfuls +fork -> fork forking forks forked +forklift -> forklift forklifts +formalise -> formalised formalise formalises formalising +formalism -> formalism formalisms +formalist -> formalist formalists +formality -> formalities formality +formalize -> formalized formalizing formalizes formalize +formal -> formal formals +forman -> formen forman +formate -> formated formate +formateur -> formateurs formateur +formation -> formation formations +format -> format formats formatted formatting +former -> former formers +forme -> forme formes +form-filler -> form-filler form-fillers +form-mistress -> form-mistress form-mistresses +formosan -> formosan formosans +formr -> formrs formr +form -> form forms formed forming +formula -> formula formulae formulas +formulary -> formulary formularies +formulate -> formulated formulating formulate formulates +formulation -> formulations formulation +formulator -> formulator formulators +fornicate -> fornicated fornicate fornicating +fornication -> fornication fornications +fornicator -> fornicator fornicators +foro -> foros foro +forrester -> forrester forresters +for -> for fors forrest +forsake -> forsaken forsake forsaking forsakes +forsee -> forsees forseeing forsee +forswear -> forswear forswearing +forsyte -> forsyte forsytes +fort -> forts fort +fortean -> fortean forteans +fortepiano -> fortepiano fortepianos +forte -> forte fortes +forth -> forth forths +fortification -> fortifications fortification +fortify -> fortifying fortify fortifies +fortissimo -> fortissimo fortissimos +fortitude -> fortitude fortitudes +fortnight -> fortnight fortnights +fortnum -> fortnums fortnum +fortress -> fortress fortresses fortressed +fortunate -> fortunate fortunates +fortune -> fortunes fortune +fortune-hunter -> fortune-hunter fortune-hunters +fortune-teller -> fortune-teller fortune-tellers +fortysomething -> fortysomething fortysomethings +forty-year-old -> forty-year-old forty-year-olds +forum -> forum forums fora +forward -> forward forwarded forwards forwarding +forwarder -> forwarders forwarder +fo -> fo fos foest +foss -> foss fossed fosses +fossile -> fossiles fossiled +fossil-hunter -> fossil-hunter fossil-hunters +fossilise -> fossilise fossilises +fossilize -> fossilize fossilizing fossilizes +fossil -> fossil fossils +foster -> fostered foster fostering fosters +foster- -> foster-ing foster- +foster-parent -> foster-parents foster-parent +foster-son -> foster-son foster-sons +fot -> fot fotting +foucauldian -> foucauldian foucauldians +fight -> fight fought fighting fights +foul -> foul fouled fouling fouls fouler foulest +foule -> foule foules +foul-up -> foul-up foul-ups +foundationalism -> foundationalism foundationalisms +foundationalist -> foundationalist foundationalists +foundation -> foundation foundations +founder -> foundered founder foundering founders +founder-member -> founder-member founder-members +foundling -> foundlings foundling +foundress -> foundress foundresses +foundry -> foundries foundry +fount -> founts fount +fountain -> fountains fountain fountained fountaining +fountain-pen -> fountain-pens fountain-pen +fourball -> fourball fourballs +four-ball -> four-ball four-balls +four-foot -> four-foot four-foots +fourier -> fourier fouriers +four-in-hand -> four-in-hand four-in-hands +four-metre -> four-metre four-metres +four-mile -> four-mile four-miles +four-nation -> four-nation four-nations +four-pack -> four-packs four-pack +fourposter -> fourposters fourposter +four-poster -> four-poster four-posters +four-seater -> four-seaters four-seater +foursome -> foursomes foursome +four-stroke -> four-stroke four-strokes +fourteen-year-old -> fourteen-year-olds fourteen-year-old +fourth -> fourth fourths +fourth-year -> fourth-year fourth-years +four-time -> four-times four-time +four-vector -> four-vector four-vectors +four-way -> four-way four-ways +four-wheeler -> four-wheeler four-wheelers +four-year-old -> four-year-olds four-year-old +four-year -> four-year four-years +foward -> fowarded foward +fower -> fowers fower +fowl -> fowls fowl fowling +fowle -> fowles fowle +fowler -> fowler fowlers +foxbat -> foxbat foxbats +fox -> fox foxes foxed foxing +foxglove -> foxglove foxgloves +foxhole -> foxhole foxholes +foxhound -> foxhounds foxhound +foxhunter -> foxhunters foxhunter +foxhunt -> foxhunt foxhunts +foxtrot -> foxtrots foxtrot foxtrotting +fox-trot -> fox-trots fox-trot +foyer -> foyer foyers +foy -> foy foys +fractal -> fractal fractals +fractionate -> fractionates fractionated fractionate +fractionation -> fractionation fractionations +fraction -> fraction fractions +fracture -> fractures fracture fractured fracturing +fragment -> fragment fragments fragmenting fragmented +fragrance -> fragrance fragrances fragranced +frag -> frag frags +frail -> frailer frail frailest frails +frailty -> frailty frailties +framboise -> framboise framboises +frame -> framed frame framing frames +framer -> framers framer +framesmith -> framesmith framesmiths +frame-up -> frame-up frame-ups +framework -> framework frameworks +fram -> fram frams +framwell -> framwell framwells +frana -> frana franas +franchise -> franchising franchise franchised franchises +franchisee -> franchisee franchisees +franchise-holder -> franchise-holders franchise-holder +franchiser -> franchiser franchisers +franchisor -> franchisor franchisors +francisca -> franciscas francisca +franciscana -> franciscana franciscanas +franciscan -> franciscan franciscans +francolin -> francolin francolins +franconian -> franconians franconian +francophile -> francophile francophiles +francophone -> francophone francophones +franc -> franc francs +franjieh -> franjieh franjiehs +frank -> frank franked franker frankest franking +franke -> franke frankes +frankfurter -> frankfurter frankfurters +fra -> fra fras +fraternise -> fraternise fraternising fraternised +fraternity -> fraternities fraternity +fraternize -> fraternizing fraternized fraternize +fraud -> fraud frauds +fraudster -> fraudsters fraudster +fraxillian -> fraxillian fraxillians +fray -> fray frays fraying frayed fraid +frazer -> frazer frazers +frazzle -> frazzled frazzling frazzle +fre -> fres fre +freak -> freaks freak freaked freaking +freak-out -> freak-outs freak-out +freakster -> freaksters freakster +frear -> frears frear +freckle -> freckles freckled freckle freckling +free-associate -> free-associates free-associate +freebase -> freebase freebasing +freebooter -> freebooters freebooter +free -> free freed frees freeing freest freer +freedman -> freedmans freedman freedmen +freedom-fighter -> freedom-fighter freedom-fighters +freedom -> freedom freedoms +freeflow -> freeflowing freeflow +freeholder -> freeholders freeholder +freehold -> freehold freeholds +freehouse -> freehouse freehouses +freekick -> freekicks freekick +free-kick -> free-kick free-kicks +freelance -> freelance freelanced freelancing freelances +freelancer -> freelancer freelancers +free-lance -> free-lance free-lances +freeline -> freelined freeline +freeload -> freeloading freeload +free-marketeer -> free-marketeers free-marketeer +freemasonry -> freemasonry freemasonries +freemason -> freemason freemasons +freeman -> freeman freemen +freeminer -> freeminers freeminer +freend -> freends freend +freeperson -> freepersons freeperson +freeport -> freeports freeport +free-radical -> free-radicals free-radical +free-rider -> free-riders free-rider +freesheet -> freesheet freesheets +freesia -> freesias freesia +freestyler -> freestylers freestyler +freethinker -> freethinkers freethinker +free-thinker -> free-thinker free-thinkers +free-trader -> free-trader free-traders +freeway -> freeway freeways +freewheel -> freewheeled freewheel freewheels +free-wheel -> free-wheel free-wheels +freeworld -> freeworlds freeworld +freeze -> frozen freeze freezes froze freezing freezed +freeze-frame -> freeze-frame freeze-frames +freezer -> freezer freezers +freeze-up -> freeze-up freeze-ups +freightcar -> freightcars freightcar +freighter -> freighter freighters +freightliner -> freightliner freightliners +freight -> freight freights freighted freighting +french-canadian -> french-canadian french-canadians +french -> french frencher frenches frenching frenched +frenchy -> frenchy frenchies +frenchman -> frenchman frenchmen +french-speaker -> french-speakers french-speaker +frenchwoman -> frenchwoman frenchwomen +frend -> frend frends +fren -> fren frens +frenzy -> frenzied frenzy frenzies +freon -> freon freons +frequency -> frequency frequencies +frequency-count -> frequency-counts frequency-count +frequent -> frequent frequented frequents frequenting +frequenter -> frequenter frequenters +frere -> frere freres +fresco -> frescoes fresco frescos +freshen -> freshen freshened freshening +freshener -> fresheners freshener +fresh -> fresh freshest fresher +freshman -> freshman freshmen +freshwater -> freshwater freshwaters +fret -> frets fret fretted fretting +fretboard -> fretboard fretboards +freudian -> freudian freudians +friary -> friary friaries +friar -> friar friars +fribble -> fribble fribbling +fricassee -> fricassee fricassees +fricative -> fricatives fricative +friction -> friction frictioned frictions +friday -> friday fridays +fridge-freezer -> fridge-freezer fridge-freezers +fridge -> fridge fridges +friend -> friends friend +friendly -> friendly friendlier friendliest friendlies +friendship -> friendship friendships +frier -> friers frier +fry -> fry fries fried frying +friesian -> friesian friesians +frieze -> frieze friezes +frig -> frigging frig frigged +frigate -> frigate frigates +fright -> fright frighted frights +frighten -> frightens frighten frightening +frightener -> frighteners frightener +frigidaire -> frigidaire frigidaires +frilly -> frilly frillier frillies +frill -> frill frills frilling +fringe -> fringe fringed fringes fringing +frippery -> fripperies frippery +fripp -> fripp fripps +frisbee -> frisbee frisbees frisbeeing +frisch -> frisch frisches +frisian -> frisians frisian +frisk -> frisked frisk frisks frisking +frisky -> frisky friskier +frisson -> frisson frissons +fritillary -> fritillaries fritillary +fritter -> frittered fritters fritter frittering +frivolity -> frivolity frivolities +frizzy -> frizzy frizzies +friz -> frizzed frizzing +frizzle -> frizzle frizzled +frn -> frn frns +frobisher -> frobisher frobishers +frockcoat -> frockcoat frockcoats +frock -> frock frocks frocked +frog -> frogs frog frogged +froghopper -> froghoppers froghopper +frog-hopper -> frog-hoppers frog-hopper +froglet -> froglet froglets +frogmarch -> frogmarched frogmarch frogmarching +frogman -> frogman frogmen +frogmouth -> frogmouth frogmouths +fro -> fro froing fros +fro-ing -> fro-ing fro-ings +frolick -> frolicked frolicks frolick frolicking +frolic -> frolic frolics +fromage -> fromage fromages +frombat -> frombat frombats +frond -> fronds frond fronded +fron -> fron frons +frontage -> frontages frontage +frontager -> frontagers frontager +frontal -> frontal frontals +frontbencher -> frontbenchers frontbencher +front-bencher -> front-bencher front-benchers +frontbench -> frontbench frontbenches +front-bench -> front-bench front-benches +front-door -> front-door front-doors +front-end -> front-end front-ends +frontier -> frontiers frontier +frontiersman -> frontiersmen frontiersman +frontispiece -> frontispiece frontispieces +frontist -> frontists frontist +front-line -> front-line front-lines +frontman -> frontman frontmen +front-man -> front-man front-men +frontperson -> frontpersons frontperson +front-rower -> front-rower front-rowers +frontrunner -> frontrunners frontrunner +front-runner -> front-runner front-runners +front -> front fronts fronted fronting +frost -> frosts frost frosted frosting +frosty -> frosty frosties frostier frostiest +frothy -> frothy frothiest frothier +froth -> froth frothing frothed froths +frown -> frown frowns frowned frowning +frowny -> frownies frowny +frowsy -> frowsy frowsiest +frowst -> frowst frowsting +fructification -> fructification fructifications +fructify -> fructified fructify +frug -> frug frugging +frugivore -> frugivores frugivore +fruitbat -> fruitbat fruitbats +fruit-bat -> fruit-bat fruit-bats +fruitbowl -> fruitbowls fruitbowl +fruitcake -> fruitcakes fruitcake +fruit-eater -> fruit-eaters fruit-eater +fruiterer -> fruiterers fruiterer +fruiter -> fruiter fruiters +fruitfly -> fruitfly fruitflies +fruit-fly -> fruit-flies fruit-fly +fruit-gum -> fruit-gums fruit-gum +fruity -> fruity fruitier fruitiest +fruit-juice -> fruit-juice fruit-juices +fruit-machine -> fruit-machine fruit-machines +fruit -> fruit fruits fruiting fruited +fruitwood -> fruitwood fruitwoods +frustrate -> frustrated frustrates frustrate frustrating +frustration -> frustration frustrations +fryer -> fryer fryers +frye -> frye fryes +frying-pan -> frying-pan frying-pans +fry-up -> fry-up fry-ups +fse -> fses fse +f-star -> f-stars f-star +fte -> fte ftes +ft -> ft fts +fuchsia -> fuchsia fuchsias +fuck -> fuck fucked fucks +fucker -> fucker fuckers +fuck-up -> fuck-ups fuck-up +fuckwit -> fuckwit fuckwits +fucoid -> fucoids fucoid +fuddy-duddy -> fuddy-duddy fuddy-duddies +fudge -> fudge fudged fudges fudging +fue -> fued fue +fuel-dump -> fuel-dumps fuel-dump +fuel -> fuel fuelled fuels fuelling fueled +fuel-rod -> fuel-rod fuel-rods +fuero -> fueros fuero +fugger -> fuggers fugger +fuggle -> fuggles fuggle +fuggy -> fuggier fuggy +fugitive -> fugitive fugitives +fugue -> fugue fugues +fugure -> fugures fugure +fule -> fule fules +fulfil -> fulfilled fulfil fulfilling fulfils +fulfill -> fulfill fulfills +fulfilment -> fulfilment fulfilments +fulford -> fulford fulfords +fulguration -> fulgurations fulguration +fullback -> fullbacks fullback +full-back -> full-back full-backs +full -> full fuller fullest fulling fulled fulls +fullerene -> fullerenes fullerene +full-house -> full-houses full-house +full-step -> full-step full-steps +fullstop -> fullstop fullstops +full-timer -> full-timers full-timer +full-toss -> full-tosses full-toss +full-word -> full-word full-words +fulmar -> fulmar fulmars +fulminate -> fulminated fulminate fulminating fulminates +fulmination -> fulminations fulmination +fumarole -> fumaroles fumarole +fumble -> fumbled fumbling fumble fumbles +fume -> fumes fume fuming fumed +fumigant -> fumigants fumigant +fumigate -> fumigating fumigate fumigated +fumigation -> fumigation fumigations +fumigator -> fumigator fumigators +funboard -> funboard funboards +funbreak -> funbreak funbreaks +functionalist -> functionalist functionalists +functionality -> functionality functionalities +functional -> functional functionals +functionary -> functionary functionaries +function -> function functions functioned functioning +fundament -> fundaments fundament +fundamentalism -> fundamentalism fundamentalisms +fundamentalist -> fundamentalists fundamentalist +fundamental -> fundamental fundamentals +fund -> fund funded funds funding +funder -> funders funder fundering +fundholder -> fundholders fundholder +fund-holder -> fund-holders fund-holder +fundi -> fundi fundis +fundraiser -> fundraisers fundraiser +fund-raiser -> fund-raiser fund-raisers +funeral -> funerals funeral +funerall -> funerall funeralls +funfair -> funfairs funfair +fun-fair -> fun-fair fun-fairs +fungus -> fungus fungi +fungicide -> fungicide fungicides +funguse -> funguses fungused fungusing +funicle -> funicle funicles +funicular -> funicular funiculars +funkateer -> funkateer funkateers +funk -> funk funked funks funking +funker -> funkers funker +funky -> funky funkiest funkier +fun-lover -> fun-lover fun-lovers +funnel -> funnel funnelled funnels funnelling +funny -> funny funniest funnier funnies +funnybone -> funnybone funnybones +funnyman -> funnyman funnymen +funster -> funster funsters +fur-bearer -> fur-bearers fur-bearer +furbelow -> furbelows furbelow +fury -> fury furies +furler -> furlers furler +furl -> furled furling furls furl +furlong -> furlong furlongs +furlough -> furloughs furlough +furnaceman -> furnacemen furnaceman +furnace -> furnace furnaces +furnish -> furnish furnished furnishes furnishing +furnisher -> furnishers furnisher +furniture-maker -> furniture-maker furniture-makers +furniture -> furniture furnitures +furry -> furry furrier +furrow -> furrow furrows furrowed furrowing +fur -> fur furs furred furring +fur-trader -> fur-trader fur-traders +furze-cutter -> furze-cutter furze-cutters +fuse -> fuse fused fuses fusing +fuselage -> fuselage fuselages +fuseway -> fuseway fuseways +fusillade -> fusillade fusillades +fusion -> fusion fusions +fuss -> fuss fussed fussing fusses +fussy -> fussy fussiest fussier +fustian -> fustian fustians +fusuline -> fusulines fusuline +futility -> futility futilities +future -> future futures +futurist -> futurists futurist +futuriste -> futuristes futuriste +futurity -> futurity futurities +futurize -> futurize futurized +futurologist -> futurologists futurologist +fuzzy -> fuzzy fuzziest fuzzies fuzzier +fuzzy-wuzzy -> fuzzy-wuzzies fuzzy-wuzzy +fwa -> fwa fwas +f-word -> f-word f-words +fwuit -> fwuits fwuit +fylde -> fylde fyldes +fyn -> fyn fyned fynest +fyne -> fyne fynes +gaa -> gaa gaas +gabardine -> gabardine gabardines +gab -> gab gabbing +gabble -> gabbling gabbled gabble gabbles +gabbro -> gabbro gabbros +gaberdine -> gaberdine gaberdines +gabion -> gabion gabions +gable -> gables gable gabling +gadabout -> gadabouts gadabout +gad -> gad gadding gadded +gade -> gades gade +gadfly -> gadflies gadfly +gadget -> gadget gadgets +gadroon -> gadroon gadroons +gaelic-speaker -> gaelic-speaker gaelic-speakers +gael -> gael gaels +ga -> ga gaer +gaffe -> gaffes gaffe +gaff -> gaffs gaffed gaff gaffing +gaffer -> gaffer gaffers +gag -> gags gag gagged gagging +gage -> gage gages +gaggle -> gaggle gaggles +gaian -> gaian gaians +gaiety -> gaiety gaieties +gaile -> gailes gaile +gain -> gain gained gains gaining gainest +gainer -> gainers gainer +gainsay -> gainsay gainsays gainsaid gainsaying +gair -> gair gairing +gairn -> gairns gairn +gaiter -> gaiter gaiters +gait -> gait gaits +gaitskellite -> gaitskellites gaitskellite +galactoside -> galactosides galactoside +galantine -> galantine galantines +gala -> gala galas +galatian -> galatians galatian +galaxy -> galaxy galaxies +gale -> gales gale +galeaspid -> galeaspids galeaspid +galette -> galettes galette +galician -> galician galicians +galilean -> galilean galileans +galk -> galk galks +gall -> galled gall galls +gallantry -> gallantry gallantries +gallant -> gallant gallants +galla -> galla gallas +galleon -> galleon galleons +gallery -> gallery galleries galleried +gallerist -> gallerists gallerist +gallery-owner -> gallery-owner gallery-owners +galley -> galley galleys +galliard -> galliards galliard +gallibaya -> gallibayas gallibaya +gallica -> gallicas gallica +gallivant -> gallivants gallivanting gallivant +gallon -> gallons gallon +gallop -> gallops gallop galloping galloped +galloper -> gallopers galloper +gallo-roman -> gallo-roman gallo-romans +gallovadian -> gallovadian gallovadians +galloway -> galloway galloways +gallowglass -> gallowglasses gallowglass +gallstone -> gallstone gallstones +galop -> galops galop +galosh -> galoshes galosh +gal -> gal gals +galumph -> galumphing galumphed +galvanise -> galvanising galvanise galvanises +galvanize -> galvanized galvanize galvanizing galvanizes +galvanometer -> galvanometer galvanometers +galwegian -> galwegian galwegians +gam -> gams gam gamming gammed +gamage -> gamage gamages +gambian -> gambian gambians +gambier -> gambier gambiers +gambit -> gambit gambits +gamble -> gamble gambled gambling gambles +gambler -> gambler gamblers +gambol -> gambolled gambol gambols gambolling +gamebird -> gamebirds gamebird +game-bird -> game-bird game-birds +gameboy -> gameboy gameboys +gamecock -> gamecocks gamecock +gamekeeper -> gamekeeper gamekeepers +game-keeper -> game-keeper game-keepers +gamelan -> gamelan gamelans +gameplan -> gameplan gameplans +gamer -> gamer gamers +game -> game games gamest +game-show -> game-shows game-show +gamesplayer -> gamesplayer gamesplayers +gamester -> gamester gamesters +gamete -> gametes gamete +gamine -> gamine gamines +gaming-house -> gaming-houses gaming-house +gamma-ray -> gamma-ray gamma-rays +gamma -> gamma gammas +gamsabhava -> gamsabhava gamsabhavas +gander -> gander ganders +gang-bang -> gang-bangs gang-bang +gang-boss -> gang-boss gang-bosses +gangbuddy -> gangbuddy gangbuddies +gangcult -> gangcult gangcults +ganger -> ganger gangers +gang-girl -> gang-girl gang-girls +ganglion -> ganglia ganglion +ganglioside -> ganglioside gangliosides +gangpath -> gangpath gangpaths +gangplank -> gangplank gangplanks +gang-plank -> gang-plank gang-planks +gang -> gang gangs ganging ganged +gangster -> gangster gangsters +gangway -> gangwayed gangway gangways +gannetry -> gannetry gannetries +gannet -> gannet gannets +gan -> gan gans +gant -> gants gant +gantry -> gantries gantry +gaoler -> gaoler gaolers +gaol -> gaol gaols gaoled gaoling +gap -> gaps gap gapped gapping +gape -> gaped gape gapes +gaperon -> gaperon gaperons +gar -> gars gar +garage -> garage garages garaged garaging +garajau -> garajau garajaus +garb -> garbed garb +garble -> garble garbling +garch -> garching garch +garden -> gardens garden gardened gardening +garden-bed -> garden-beds garden-bed +gardener -> gardener gardeners +gardenia -> gardenia gardenias +garderobe -> garderobe garderobes +garde -> garde gardes +gare -> gare gares +garfunkel -> garfunkel garfunkels +gargle -> gargled gargling gargle gargles +gargoyle -> gargoyled gargoyles gargoyle +garimpeiro -> garimpeiros garimpeiro +garland -> garland garlands garlanded +garlick -> garlick garlicked +garment -> garment garments +garner -> garner garnered garnering +garnet -> garnet garnets +garnish -> garnished garnish garnishes garnishing +garniture -> garnitures garniture +garotter -> garotters garotter +garret -> garret garrets +garrimpero -> garrimpero garrimperos +garrimpo -> garrimpos garrimpo +garrison-commander -> garrison-commanders garrison-commander +garrisonian -> garrisonian garrisonians +garrison -> garrison garrisons garrisoning garrisoned +garron -> garron garrons +garrot -> garrotted garrotting +garryowen -> garryowens garryowen +garter -> garters garter gartered gartering +gartner -> gartner gartners +gasbag -> gasbags gasbag +gas-cloud -> gas-clouds gas-cloud +gascon -> gascons gascon +gaselee -> gaselee gaselees +gas -> gas gases gassing gasses +gasfield -> gasfields gasfield +gash -> gashes gash gashed gashing +gasify -> gasifying gasified +gasifier -> gasifier gasifiers +gas-jet -> gas-jet gas-jets +gaskell -> gaskell gaskells +gasket -> gasket gaskets +gaslamp -> gaslamps gaslamp +gas-lamp -> gas-lamp gas-lamps +gaslight -> gaslight gaslights +gas-light -> gas-light gas-lights +gasmask -> gasmasks gasmask +gas-mask -> gas-masks gas-mask +gasometer -> gasometers gasometer +gasper -> gasper gaspers +gasp -> gasping gasps gasped gasp +gas-ring -> gas-ring gas-rings +gass -> gassed gass gasses +gassy -> gassy gassies +gast -> gasted gast +gastarbeiter -> gastarbeiter gastarbeiters +gasteropod -> gasteropods gasteropod +gaston -> gaston gastons +gastrectomy -> gastrectomy gastrectomies +gastric -> gastric gastrics +gastrin -> gastrin gastrins +gastroenterologist -> gastroenterologists gastroenterologist +gastronome -> gastronomes gastronome +gastronomique -> gastronomique gastronomiques +gastropod -> gastropods gastropod +gastroscope -> gastroscope gastroscopes +gastroscopy -> gastroscopy gastroscopies +gastrostomy -> gastrostomy gastrostomies +gate -> gates gate gated gating +gatecrash -> gatecrash gatecrashed gatecrashing +gatecrasher -> gatecrashers gatecrasher +gatehouse -> gatehouse gatehouses +gate-house -> gate-house gate-houses +gatekeeper -> gatekeeper gatekeepers +gate-keeper -> gate-keeper gate-keepers +gatepost -> gatepost gateposts +gate-post -> gate-post gate-posts +gatevalve -> gatevalves gatevalve +gateway -> gateway gateways +gatherer -> gatherers gatherer +gathering-place -> gathering-places gathering-place +gather -> gathered gathers gather gathering +gator -> gator gators +gaucho -> gaucho gauchos +gaudy -> gaudy gaudier gaudiest gaudies +gaud -> gaud gauds +gauger -> gaugers gauger +gauge -> gauge gauging gauged gauges +gauguin -> gauguin gauguins +gaujo -> gaujo gaujos +gauleiter -> gauleiter gauleiters +gaullist -> gaullist gaullists +gauloise -> gauloise gauloises +gaul -> gaul gauls +gaunt -> gaunt gaunter +gauntlet -> gauntlet gauntlets +gaussian -> gaussian gaussians +gauze -> gauze gauzes +gaveller -> gaveller gavellers +gavel -> gavel gavels +gavotte -> gavottes gavotte +gavriel -> gavriel gavriels +gawk -> gawking gawked gawk +gawky -> gawky gawkier +gawp -> gawping gawp gawped gawps +gaye -> gaye gayer gayest +gay -> gay gays +gazan -> gazans gazan +gazania -> gazanias gazania +gaze -> gazing gaze gazed gazes +gazebo -> gazebo gazebos +gazelle -> gazelle gazelles +gazer -> gazers gazer +gazette -> gazette gazetted gazettes +gazetteer -> gazetteer gazetteers +gazump -> gazumping gazumped +g-band -> g-bands g-band +gce -> gce gces +g-cramp -> g-cramp g-cramps +gcse -> gcse gcses +gdn -> gdns gdn +gdo -> gdo gdos +gdp -> gdp gdps +gearbox -> gearboxes gearbox +gear-box -> gear-box gear-boxes +gearchange -> gearchange gearchanges +gear-change -> gear-change gear-changes +gear -> gear gearing gears geared +gear-shift -> gear-shift gear-shifts +gearwheel -> gearwheel gearwheels +geber -> geber gebers +gebrec -> gebrec gebrecs +gebur -> geburs gebur +gecko -> gecko geckos +ge -> ge ged ging +geddle -> geddle geddling +gedge -> gedge gedges +gee -> gee geeing geest +geek -> geek geeks +goose -> goose geese goosed goosing +geezer -> geezer geezers +geiger-counter -> geiger-counter geiger-counters +geisha -> geisha geishas +gekko -> gekkos gekko +gelada -> gelada geladas +gelatine -> gelatine gelatines +gelcoat -> gelcoats gelcoat +geld -> gelded geld gelds +gelding -> gelding geldings +gell -> gell gelled gelling +gel -> gel gels +gem -> gems gem +gem-cutter -> gem-cutters gem-cutter +gemm -> gemms gemm +gemmologist -> gemmologist gemmologists +gemstone -> gemstones gemstone +gendarme -> gendarmes gendarme +gender -> gender gendered genders +genealogy -> genealogy genealogies +genealogist -> genealogists genealogist +gene-pool -> gene-pool gene-pools +genus -> genus genera +generalhuman -> generalhuman generalhumans +generalisation -> generalisation generalisations +generalise -> generalises generalise generalising +generalist -> generalists generalist +generality -> generality generalities +generalization -> generalizations generalization +generalize -> generalizes generalize generalizing +general-purpose -> general-purpose general-purposes +general -> general generals +generate -> generated generate generates generating +generation -> generations generation +generator -> generator generators +generic -> generic generics +generosity -> generosity generosities +gene -> gene genes +genese -> geneses genese +gene-seed -> gene-seeds gene-seed +geneticist -> geneticist geneticists +genet -> genet genets +genital -> genital genitals +genitive -> genitive genitives +genitor -> genitor genitors +genius -> genius geniuses +genoa -> genoa genoas +genocide -> genocide genocided genocides +genome -> genome genomes +genotype -> genotype genotypes genotyped +genre -> genre genres +gen -> gen gens genned genning +gent -> gents gent +genteelism -> genteelism genteelisms +gentian -> gentians gentian +gentile -> gentile gentiles +gentleman -> gentlemen gentleman gentlemans +gentl -> gentlest gentler gentl +gentle -> gentle gentles gentled gentling +gentlewoman -> gentlewoman gentlewomen +gentoo -> gentoo gentoos +gentrification -> gentrification gentrifications +genuflect -> genuflect genuflecting genuflected genuflects +genuflection -> genuflections genuflection +genuflexion -> genuflexion genuflexions +geochemist -> geochemist geochemists +geodemographic -> geodemographics geodemographic +geodesic -> geodesic geodesics +geographer -> geographer geographers +geography -> geographies geography +geology -> geology geologies +geologist -> geologist geologists +geometer -> geometer geometers +geometrician -> geometrician geometricians +geometric -> geometric geometrics +geometry -> geometry geometries +geomorphologist -> geomorphologists geomorphologist +geophysicist -> geophysicist geophysicists +georgeson -> georgeson georgesons +georgian -> georgian georgians +georgic -> georgic georgics +geo -> geo geos +geoscience -> geoscience geosciences +geosyncline -> geosyncline geosynclines +geosystem -> geosystems geosystem +geotextile -> geotextiles geotextile +geranium -> geraniums geranium +gera -> gera geras +gerbera -> gerberas gerbera +gerbil -> gerbil gerbils +gerenuk -> gerenuk gerenuks +geriatrica -> geriatricas geriatrica +geriatrician -> geriatricians geriatrician +geriatric -> geriatric geriatrics +german-american -> german-american german-americans +germanise -> germanise germanised +german -> german germans +germinate -> germinate germinated germinates germinating +germ -> germ germs +gerontologist -> gerontologist gerontologists +gerrymander -> gerrymandering gerrymandered gerrymander +ger -> ger gers +gerund -> gerund gerunds +gestalt -> gestalt gestalts +gestate -> gestating gestate gestates gestated +gestation -> gestation gestations +gesticulate -> gesticulated gesticulating gesticulate gesticulates +gesticulation -> gesticulation gesticulations +gesture -> gesture gestures gestured gesturing +getaway -> getaway getaways +gete -> geting getes gete +gethsemane -> gethsemane gethsemanes +get-out -> get-out get-outs +getter -> getter getters +getty -> getty gettier +get -> get getting got gets gotten gettin' +get-together -> get-together get-togethers +geum -> geum geums +gever -> gevers gever +gewgaw -> gewgaws gewgaw +geyser -> geyser geysers geysered +geysir -> geysir geysirs +g-force -> g-forces g-force +g-girl -> g-girls g-girl +ghanaian -> ghanaian ghanaians +gharrgoyle -> gharrgoyle gharrgoyles +ghastly -> ghastly ghastliest +ghat -> ghats ghat +ghazal -> ghazal ghazals +gherkin -> gherkin gherkins +ghettoblaster -> ghettoblaster ghettoblasters +ghetto-blaster -> ghetto-blaster ghetto-blasters +ghettoize -> ghettoize ghettoizing ghettoizes +ghetto -> ghetto ghettos +ghibelline -> ghibellines ghibelline +ghost -> ghost ghosted ghosts ghosting +ghost-fleet -> ghost-fleets ghost-fleet +ghostly -> ghostly ghostlier +ghost-writer -> ghost-writers ghost-writer +ghosty -> ghosties ghosty +ghoul -> ghoul ghouls +ghyll -> ghyll ghylls +gi -> gis gi +giantess -> giantess giantesses +giantkiller -> giantkillers giantkiller +giant-killer -> giant-killers giant-killer +giant -> giant giants +gia -> gia gias +gibberellin -> gibberellins gibberellin +gibber -> gibbered gibbering gibber gibbers +gibbet -> gibbet gibbets +gibbon -> gibbon gibbons +gibe -> gibe gibes gibed +giblet -> giblet giblets +gibraltarian -> gibraltarians gibraltarian +gib -> gib gibs +giddy -> giddy giddier +gidding -> gidding giddings +gide -> gide giding +gie -> gie gies +gieve -> gieve gieves +giffen -> giffen giffens +gif -> gif gifs +gifte -> giftes gifte +gift-horse -> gift-horse gift-horses +gift -> gift gifts gifted gifting +giftwrap -> giftwrap giftwrapped giftwrapping +gigabit -> gigabits gigabit +gigabyte -> gigabytes gigabyte +gigacube -> gigacube gigacubes +gigaflop -> gigaflops gigaflop +gigajoule -> gigajoules gigajoule +giga -> giga gigas +gigawatt -> gigawatts gigawatt +gigbag -> gigbag gigbags +giggle -> giggles giggled giggling giggle +gig-goer -> gig-goer gig-goers +gigolo -> gigolos gigolo +gigot -> gigot gigots +gig -> gig gigs gigging gigged +gilbey -> gilbey gilbeys +gilbo -> gilbo gilbos +gilder -> gilder gilders +gild -> gild gilding gilds +gilet -> gilet gilets +gillen -> gillen gillens +gilly -> gilly gillies gillying gillied +gill-net -> gill-nets gill-net +gill -> gill gills gilling +gillside -> gillside gillsides +gillyflower -> gillyflowers gillyflower +gilmour -> gilmour gilmours +gilt-bronze -> gilt-bronze gilt-bronzes +gilt -> gilt gilts +gimcrack -> gimcrack gimcracks +gimlet -> gimlet gimlets +gimmer -> gimmer gimmers +gimmick -> gimmick gimmicks gimmicked +gimp -> gimp gimped +gin-and-tonic -> gin-and-tonic gin-and-tonics +ginger -> ginger gingered gingers gingering +gingernut -> gingernut gingernuts +gingham -> gingham ginghams +ginkgo -> ginkgos ginkgo +ginnel -> ginnels ginnel +gin-palace -> gin-palaces gin-palace +gin -> gin gins ginned +gioa -> gioa gioas +giorgio -> giorgio giorgios +gipsy -> gipsy gipsies +giraffe -> giraffe giraffes +gird -> girding girded gird girds +girder -> girder girders +girdler -> girdler girdlers +girdle -> girdle girdling girdled girdles +girle -> girlest girle +girl-friend -> girl-friends girl-friend +girlfriend -> girlfriend girlfriends +girly -> girly girlies +girl -> girl girls +girn -> girn girned +girocheque -> girocheques girocheque +girondin -> girondins girondin +giro -> giro giros +girth -> girths girth girthed +gismo -> gismos gismo +gitane -> gitane gitanes +gite -> gites gite +git -> git gits +gittel -> gittel gittels +give -> giving give given gives gave givest giveth giveing +giveaway -> giveaway giveaways +give-away -> give-away give-aways +giver -> giver givers +gizmo -> gizmos gizmo +gizzard -> gizzards gizzard +gizzard-stone -> gizzard-stones gizzard-stone +glacial -> glacial glacials +glaciate -> glaciated glaciate +glaciation -> glaciation glaciations +glacier -> glacier glaciers +glaciologist -> glaciologist glaciologists +gladden -> gladden gladdened gladdens gladdening +glad -> glad gladder +glade -> glades glade +gladhand -> gladhand gladhanding +gladiator -> gladiators gladiator +gladstonian -> gladstonian gladstonians +glam -> glam glammed glams +glammy -> glammier glammy +glamorise -> glamorising glamorised glamorise +glamorize -> glamorizes glamorized glamorizing glamorize +glamourise -> glamourised glamourising glamourises +glamourpuss -> glamourpusses glamourpuss +glamour -> glamour glamours +glan -> glans glan +glance -> glance glanced glances glancing +gland -> glands gland +glare -> glare glared glaring glares +glase -> glasing glase +glasgow -> glasgow glasgowing +glass -> glass glasses glassed +glassfibre -> glassfibre glassfibres +glassful -> glassful glassfuls +glasshouse -> glasshouse glasshouses +glass-house -> glass-house glass-houses +glassy -> glassy glassier glassiest +glass-maker -> glass-makers glass-maker +glassmaker -> glassmaker glassmakers +glassworm -> glassworms glassworm +glaswegian -> glaswegian glaswegians +glaze -> glazing glaze glazes glazed +glazer -> glazer glazers +gleam -> gleam gleamed gleaming gleams +gleaner -> gleaner gleaners +glean -> gleaned gleaning glean gleans +glebe -> glebe glebes +gle -> gle gled +glee -> glee glees +glenoid -> glenoid glenoids +glen -> glen glens +glew -> glewed glew +gley -> gleys gleying gleyed gley +gliadin -> gliadin gliadins +glider -> glider gliders +glide -> glide glides gliding glided +gliff -> gliffs gliff +glimmer -> glimmer glimmering glimmers glimmered +glimpse -> glimpsed glimpses glimpse glimpsing +glint -> glint glinting glints glinted +glioblastoma -> glioblastoma glioblastomas +glioma -> glioma gliomas +glissade -> glissades glissade glissaded glissading +glissando -> glissando glissandos +glisten -> glistening glistened glisten glistens +glister -> glisters glister glistering +glitch -> glitches glitch +glitter -> glittering glitter glittered glitters +glitzy -> glitzy glitziest glitzier +gloat -> gloat gloating gloated gloats +glob -> globs glob +globalise -> globalise globalised +globe -> globe globes globed +globetrot -> globetrotting globetrot +globetrotter -> globetrotters globetrotter +globe-trotter -> globe-trotter globe-trotters +globin -> globin globins +globular -> globular globulars +globule -> globule globules +globulin -> globulin globulins +glockenspiel -> glockenspiel glockenspiels +glock -> glock glocks +gloomy -> gloomy gloomiest gloomies gloomier +gloom -> gloom glooms gloomed glooming +gloop -> gloop glooping +glory -> glory glories gloried glorying +glorify -> glorify glorified glorifying glorifies +gloryberry -> gloryberries gloryberry +glory-hole -> glory-holes glory-hole +glossary -> glossary glossaries +gloss -> gloss glosses glossed glossing +glossy -> glossy glossies glossier glossiest +gloster -> gloster glosters +glottal -> glottal glottalling +glove -> gloves glove gloving +glover -> glover glovers +glower -> glower glowered glowering glowers +glow-globe -> glow-globes glow-globe +glow-plug -> glow-plug glow-plugs +glow -> glow glows glowing glowed +glowworm -> glowworm glowworms +glow-worm -> glow-worm glow-worms +gloxinia -> gloxinia gloxinias +glucocorticoid -> glucocorticoid glucocorticoids +glucosidase -> glucosidases glucosidase +glucoside -> glucoside glucosides +glucosinolate -> glucosinolates glucosinolate +glue -> glueing glue glues gluing glued +glue-line -> glue-line glue-lines +glue-sniffer -> glue-sniffers glue-sniffer +glug -> glug glugged glugs +glum -> glum glums glummer glummest +gluon -> gluons gluon +glur -> glur glurs +glutamine -> glutamine glutamines +glute -> glutes glute +glut -> glut gluts glutted +glutton -> gluttons glutton gluttoned +glycan -> glycans glycan +glycerine -> glycerine glycerined +glycerophosphate -> glycerophosphates glycerophosphate +glycine -> glycine glycines +glycol -> glycol glycols +glycoprotein -> glycoprotein glycoproteins +glycosaminoglycan -> glycosaminoglycans glycosaminoglycan +glycoside -> glycoside glycosides +glyder -> glyder glyders +glyph -> glyph glyphs +g-man -> g-man g-men +gmo -> gmos gmo +gnasher -> gnashers gnasher +gnash -> gnash gnashing gnashes gnashed +gnathostome -> gnathostomes gnathostome +gnat -> gnat gnats +gnaw -> gnawed gnawing gnaw gnaws +gneiss -> gneiss gneisses +gnoll -> gnoll gnolls +gnome -> gnome gnomes gnomed +gnostic -> gnostic gnostics +gnp -> gnp gnps +gn -> gn gns +gnu -> gnu gnus +gnvq -> gnvq gnvqs +go -> went go gone going goes goin' gos +goad -> goad goading goaded goads +goalkeeper -> goalkeeper goalkeepers +goal-kicker -> goal-kicker goal-kickers +goal-line -> goal-line goal-lines +goalmouth -> goalmouth goalmouths +goal-mouth -> goal-mouth goal-mouths +goalpost -> goalposts goalpost +goal-post -> goal-posts goal-post +goal -> goal goals goaled +goal-scorer -> goal-scorers goal-scorer +goalscorer -> goalscorer goalscorers +goanna -> goanna goannas +goan -> goan goans +goat-antelope -> goat-antelopes goat-antelope +goatherd -> goatherd goatherds +goat -> goat goats +goatskin -> goatskins goatskin +goatsucker -> goatsucker goatsuckers +gobbet -> gobbets gobbet +gobble -> gobbles gobble gobbled gobbling +go-between -> go-between go-betweens +goby -> goby gobies +goble -> goble gobles +goblet -> goblets goblet +goblin -> goblin goblins +gob -> gob gobs gobbing gobbed +gobshite -> gobshite gobshites +gobsmack -> gobsmacked gobsmacking +gobstopper -> gobstoppers gobstopper +gob-stopper -> gob-stopper gob-stoppers +goddamn -> goddamn goddamns +goddess -> goddesses goddess +gode -> goded gode +godetia -> godetia godetias +godfather -> godfather godfathers +godhead -> godhead godheads +god-king -> god-king god-kings +godlet -> godlet godlets +godling -> godling godlings +godman -> godmen godman +godmother -> godmother godmothers +godown -> godown godowns +godparent -> godparent godparents +god -> god gods goddest godding +godson -> godson godsons +godwinian -> godwinian godwinians +godwinsson -> godwinsson godwinssons +godwit -> godwits godwit +goe -> goe goed +goer -> goers goer +go-fast -> go-faster go-fast +gofer -> gofers gofer +goff -> goffs goff +goffer -> goffered goffer +go-getter -> go-getter go-getters +goggle -> goggled goggles goggling goggle +go-go -> go-go go-gos +goitre -> goitre goitres +go-kart -> go-kart go-karts +goldcrest -> goldcrest goldcrests +gold-digger -> gold-diggers gold-digger +goldeneye -> goldeneyes goldeneye +golden -> golden goldens +goldfield -> goldfields goldfield +goldfinch -> goldfinches goldfinch +goldfish -> goldfish goldfishes +goldy -> goldy goldies +gold-leaf -> gold-leaf gold-leafed +goldmine -> goldmining goldmine goldmines +goldpan -> goldpanning goldpan +goldpanner -> goldpanners goldpanner +gold -> gold golds golding golder +goldsmith -> goldsmith goldsmiths +gold-top -> gold-tops gold-top +gold-weight -> gold-weights gold-weight +gole -> goles gole +golf-bag -> golf-bags golf-bag +golfball -> golfball golfballs +golf-ball -> golf-ball golf-balls +golf-club -> golf-clubs golf-club +golf-course -> golf-course golf-courses +golfer -> golfers golfer +golf -> golf golfs golfed +golist -> golists golist +golliwog -> golliwog golliwogs +gompa -> gompa gompas +gonad -> gonads gonad +gonadotrophin -> gonadotrophin gonadotrophins +gonadotropin -> gonadotropin gonadotropins +goncourt -> goncourt goncourts +gondola -> gondola gondolas +gondorian -> gondorians gondorian +goner -> goner goners +gong -> gong gongs gonging +goniatite -> goniatites goniatite +goniometer -> goniometer goniometers +gonk -> gonks gonk +gonne -> gonne gonnes +gonopod -> gonopods gonopod +goodbye -> goodbye goodbyes +good-bye -> good-bye good-byes +goodeid -> goodeid goodeids +good-for-nothing -> good-for-nothing good-for-nothings +goodhaven -> goodhaven goodhavens +goodheart -> goodheart goodhearted +goodie-bag -> goodie-bag goodie-bags +good-looker -> good-looker good-lookers +goodnight -> goodnight goodnights +good-night -> good-night good-nights +goody -> goodies goody +goody-goody -> goody-goody goody-goodies +goof -> goofing goof goofed goofs +googly -> googly googlies +goo -> goo gooing goos +gook -> gooks gook +gooner -> gooners gooner +goon -> goon goons gooned +goosander -> goosander goosanders +gooseberry -> gooseberry gooseberries +gooseflesh -> gooseflesh goosefleshed +goosepimple -> goosepimples goosepimpled +gopher -> gophers gopher +gora -> gora goras +gorbal -> gorbals gorbal +gorbalite -> gorbalites gorbalite +gord -> gords gord +goreng -> goreng gorengs +gorge -> gorge gorges gorging gorged +gorget -> gorgets gorget +gorgio -> gorgio gorgios +gorgon-mask -> gorgon-mask gorgon-masks +gorgon -> gorgon gorgons +gorgonzola -> gorgonzola gorgonzolas +goria -> goria gorias +gory -> gory gorier +gorilla -> gorilla gorillas +gore -> gore goring gored gores +gorse-bush -> gorse-bushes gorse-bush +gorse -> gorse gorses +gorup -> gorup gorups +gosbeck -> gosbecks gosbeck +goshawk -> goshawk goshawks +gosling -> gosling goslings +go-slow -> go-slows go-slow +gospel -> gospels gospel +gospel-book -> gospel-book gospel-books +gossip-columnist -> gossip-columnists gossip-columnist +gossip -> gossip gossiping gossips gossipping +gosub -> gosub gosubs +gotcha -> gotcha gotchas +goth -> goths goth +gothicise -> gothicise gothicised +gothicize -> gothicizing gothicize +gothick -> gothick gothicks +gotoh -> gotoh gotohs +goto -> goto gotos +gotte -> gotte gottes +gouffre -> gouffres gouffre +gouge -> gouges gouge gouged gouging +gouger -> gougers gouger +goulden -> goulden gouldens +gould -> gould goulding +gourde -> gourdes gourde +gourd -> gourd gourds +gourmand -> gourmand gourmands +gourmet -> gourmet gourmets +gout -> gout gouts gouted +gouvernement -> gouvernements gouvernement +govenor -> govenors govenor +govern -> governs govern governed governing +governance -> governance governances +governer -> governer governers +governess -> governess governesses governessing +government -> government governments +governor -> governors governor +governorate -> governorate governorates +governor-generalship -> governor-generalship governor-generalships +governorship -> governorship governorships +gown -> gown gowns +gowry -> gowries gowry +goyigama -> goyigama goyigamas +goy -> goy goys +g-protein -> g-protein g-proteins +gp -> gp gps +gra -> gras gra +grab -> grab grabbed grabbing grabs +grabber -> grabbers grabber +grabe -> grabe grabed +graben -> graben grabens +grabrail -> grabrails grabrail +grab-rail -> grab-rail grab-rails +graceland -> graceland gracelands +grace-note -> grace-note grace-notes +grace -> grace graces graced gracing +gradation -> gradations gradation +grader -> graders grader +grade -> graded grades grade grading +gradgrind -> gradgrind gradgrinds +gradient -> gradient gradients +gradiometer -> gradiometer gradiometers +grad -> grad grads +gradualist -> gradualist gradualists +graduand -> graduand graduands +graduate -> graduate graduating graduated graduates +graduation -> graduation graduations +grady -> grady gradys +graffiti -> graffiti graffitiing +graffitist -> graffitists graffitist +graf -> graf grafs +graft -> graft grafted grafts grafting +grafter -> grafters grafter +grail -> grails grail +grain -> grains grain grained graining +grain-boundary -> grain-boundaries grain-boundary +grainfiller -> grainfiller grainfillers +grainy -> grainy grainier +grainstone -> grainstones grainstone +gralloch -> gralloch grallochs +gram -> grams gram +gramaphone -> gramaphones gramaphone +grammarian -> grammarian grammarians +grammar -> grammar grammars +grammar-school -> grammar-school grammar-schools +grammaticalization -> grammaticalization grammaticalizations +grammaticalize -> grammaticalized grammaticalize +gramme -> grammes gramme +grammy -> grammy grammys +gramophone -> gramophone gramophones +grampian -> grampian grampians +gramscian -> gramscian gramscians +granary -> granary granaries +grandaddy -> grandaddy grandaddies +grandad -> grandad grandads +granddad -> granddad granddads +granddaughter -> granddaughter granddaughters +grand-daughter -> grand-daughter grand-daughters +grandee -> grandees grandee +grand -> grand grander grandest grands +grande -> grande grandes +grandeur -> grandeur grandeurs +grandfather -> grandfather grandfathers grandfathering +grandma -> grandma grandmas +grandmaster -> grandmaster grandmasters +grandmother -> grandmothers grandmother +grandparent -> grandparents grandparent +grandpa -> grandpa grandpas +grandson -> grandson grandsons +grandstand -> grandstand grandstands grandstanding +grandwean -> grandweans grandwean +granger -> granger grangers +grange -> grange granges +granite -> granite granites +granitoid -> granitoid granitoids +granny -> granny grannies +gran -> gran grans +grantee -> grantee grantees +granter -> granter granters +grantor -> grantor grantors +grant -> grant grants granting granted +granulate -> granulate granulating +granulation -> granulation granulations +granule -> granules granule +granulite -> granulite granulites +granulocyte -> granulocytes granulocyte +granuloma -> granuloma granulomas +grape -> grapes grape +grapefruit -> grapefruit grapefruits +grapevine -> grapevine grapevines +grapheme -> grapheme graphemes +graphite -> graphite graphites +graphologist -> graphologists graphologist +graph -> graph graphs graphing graphed +grapnel -> grapnels grapnel +grapple -> grapple grappled grappling grapples +grappler -> grappler grapplers +grappling-iron -> grappling-irons grappling-iron +graptolite -> graptolites graptolite +graptoloid -> graptoloids graptoloid +grasp -> grasp grasping grasped grasps +grass-blade -> grass-blade grass-blades +grassbox -> grassboxes grassbox +grass -> grass grasses grassing grassed +grasshopper -> grasshoppers grasshopper grasshoppered +grassy -> grassy grassies grassier +grassland -> grassland grasslands +grassroots -> grassroots grassroot +grass-root -> grass-roots grass-root +grate -> grate grated grating grates +grater -> grater graters +gratia -> gratia gratias +graticule -> graticule graticules +gratification -> gratification gratifications +gratify -> gratified gratify gratifies +gratuity -> gratuity gratuities +grau -> graus grau +gravedigger -> gravediggers gravedigger +grave-digger -> grave-digger grave-diggers +grave-good -> grave-goods grave-good +gravel-pit -> gravel-pit gravel-pits +gravel -> gravel gravels +grave-marker -> grave-markers grave-marker +grave-robber -> grave-robbers grave-robber +grave -> grave graves gravest graver graving +grave-statue -> grave-statues grave-statue +gravestone -> gravestones gravestone +grave-stone -> grave-stones grave-stone +graveyard -> graveyard graveyards +gravy -> gravy gravies +gravitate -> gravitated gravitate gravitating gravitates +gravitation -> gravitation gravitations +gravity -> gravity gravities +graviton -> graviton gravitons +graydon -> graydon graydons +gray -> gray graying grays +graze -> graze grazed grazing grazes +grazer -> grazers grazer +grea -> grea greas +greasepaint -> greasepaints greasepaint +grease-paint -> grease-paint grease-paints +greaser -> greasers greaser +greasy -> greasy greasier greasiest +grease -> grease greasing greased greases +great-aunt -> great-aunts great-aunt +greatcoat -> greatcoat greatcoats +great -> great greater greatest greats +great-grand-daughter -> great-grand-daughters great-grand-daughter +great-granddaughter -> great-granddaughter great-granddaughters +great-grandma -> great-grandmas great-grandma +great-grandmother -> great-grandmother great-grandmothers +great-grandpa -> great-grandpas great-grandpa +great-grandparent -> great-grandparent great-grandparents +great-grandson -> great-grandson great-grandsons +great-nephew -> great-nephew great-nephews +great-niece -> great-niece great-nieces +greatsword -> greatsword greatswords +great-uncle -> great-uncle great-uncles +grebe -> grebes grebe +grebo -> grebo grebos +grecian -> grecian grecians +greco-macedonian -> greco-macedonians greco-macedonian +grecque -> grecque grecques +greedy -> greedy greediest greedier +greed -> greed greeds +greek -> greek greeks +greenback -> greenbacks greenback +greenbelt -> greenbelt greenbelts +greenbul -> greenbul greenbuls +greenfield -> greenfield greenfields +greenfinch -> greenfinch greenfinches +greenfly -> greenfly greenflies +greengage -> greengage greengages +green-grocer -> green-grocers green-grocer +greengrocery -> greengrocery greengroceries +greengrocer -> greengrocer greengrocers +greenhorn -> greenhorn greenhorns +greenhouse -> greenhouse greenhouses +greeny -> greeny greenies +greenkeeper -> greenkeeper greenkeepers +green -> green greens greener greening greenest greened +greensand -> greensand greensands +greenshank -> greenshank greenshanks +greenspace -> greenspaces greenspace +greenstone -> greenstone greenstones +greenstuff -> greenstuff greenstuffs +greensward -> greensward greenswards +green'un -> green'uns green'un +greenway -> greenway greenways +greenwood -> greenwood greenwoods +green-yellow -> green-yellow green-yellows +greer -> greer greers +greet -> greeted greet greeting greets +greeter -> greeters greeter +gregorian -> gregorian gregorians +greit -> greit greitest +gremlin -> gremlins gremlin +grenade -> grenades grenade grenaded +grenadier -> grenadier grenadiers +greybeard -> greybeard greybeards +grey-blue -> grey-blue grey-blues +grey-brown -> grey-brown grey-browns +greycoat -> greycoat greycoats +greye -> greyer greyest +grey-green -> grey-green grey-greens +greyhound -> greyhound greyhounds +grey -> grey greying greys greyed +grey-level -> grey-level grey-levels +grey-purple -> grey-purple grey-purples +greyscale -> greyscale greyscales +grey-suit -> grey-suit grey-suits +greywacke -> greywacke greywackes +gricer -> gricers gricer +grice -> grice gricing +griddle -> griddles griddle griddling griddled +gridline -> gridlines gridline +grid -> grid grids gridded +grid-system -> grid-systems grid-system +grief -> grief griefs +grievance -> grievance grievances +grieve -> grieved grieve grieves grieving +griffin-head -> griffin-heads griffin-head +griffin -> griffin griffins +griffon -> griffon griffons +grifter -> grifters grifter +grillade -> grillade grillades +grille -> grilles grille +grill -> grill grilled grilling grills +grim -> grimmer grim grimmest grims +grimace -> grimaced grimace grimaces grimacing +grimaud -> grimaud grimauds +grime -> grime grimed +grimy -> grimy grimier +grimoire -> grimoires grimoire +grinch -> grinch grinches +grind -> grinds grind grinding +grinder -> grinder grinders +grindstone -> grindstone grindstones +gringo -> gringo gringos +grin -> grinning grinned grin grins +grip -> grips grip gripped gripping +gripe -> griped gripe gripes griping +gripper -> gripper grippers +grise -> grise grises +grisette -> grisette grisettes +grislewing -> grislewings grislewing +grisly -> grisly grisliest +grit -> gritting grit grits gritted +gritstone -> gritstone gritstones +gritter -> gritter gritters +gritty -> gritty grittiest grittier +grizzly -> grizzly grizzlies grizzlier grizzliest +grizzle -> grizzle grizzling grizzles +groan -> groans groan groaning groaned +groat -> groats groat +gro-bag -> gro-bag gro-bags +grocer -> grocers grocer +grocery -> grocery groceries +grog -> grog grogs +groin -> groin groins +grommet -> grommet grommets +grone -> grone grones +groom -> groom groomed grooming grooms +groomer -> groomers groomer +groome -> groome groomes +grooverider -> grooveriders grooverider +groover -> groover groovers +groove -> groove grooves grooving grooved +groovy -> groovies groovy grooviest +grope -> groping groped gropes grope +groper -> groper gropers +gro -> gro gros +grosbeak -> grosbeaks grosbeak +grose -> grose grosed +gross -> gross grossest grossed grossing grosser grosses +grotesque -> grotesque grotesques +grotto -> grotto grottos +grouch -> grouch grouches +ground -> grounds ground grounded grounding +groundcrew -> groundcrew groundcrews +ground-effect -> ground-effect ground-effects +groundhog -> groundhogs groundhog +ground-line -> ground-lines ground-line +groundnut -> groundnuts groundnut +ground-plan -> ground-plans ground-plan +groundsel -> groundsel groundsels +ground-sheet -> ground-sheets ground-sheet +groundsheet -> groundsheet groundsheets +groundsman -> groundsman groundsmen +groundstroke -> groundstrokes groundstroke +groundwater -> groundwater groundwaters +groundwork -> groundwork groundworks +group -> groups group grouped grouping +groupement -> groupement groupements +grouper -> grouper groupers +groupuscule -> groupuscule groupuscules +groupworker -> groupworker groupworkers +grousebeater -> grousebeaters grousebeater +grouse -> grouse grouses +grout -> grouting grouted grout grouts +grovel -> grovelling grovel grovelled grovels +grove -> grove groves +growbag -> growbags growbag +grow-bag -> grow-bag grow-bags +grower -> growers grower +grow -> grown growing grow grew grows growed +growl -> growled growl growling growls +growly -> growly growliest +grownup -> grownups grownup +grown-up -> grown-ups grown-up +growth -> growth growths +groyne -> groyne groynes +gruagach -> gruagach gruagachs +grubber -> grubbers grubber +grubby -> grubby grubbier grubbied grubbiest +grub -> grub grubs grubbing grubbed +grudger -> grudgers grudger +grudge -> grudge grudges grudged grudging +grue -> grued grue +gruesome -> gruesome gruesomest +gruff -> gruff gruffest gruffer gruffs +grumbler -> grumblers grumbler +grumble -> grumbled grumbles grumble grumbling +grump -> grumps grump grumped +grumpy -> grumpy grumpies grumpier +grunch -> grunches grunched +grunge -> grunge grunged +grungy -> grungy grungier +grunt -> grunt grunting grunted grunts +gryke -> gryke grykes +gryphon -> gryphon gryphons +gs-ana -> gs-ana gs-anas +g-string -> g-string g-strings +guacamole -> guacamole guacamoled +guage -> guage guaging +guanaco -> guanaco guanacos +guanidine -> guanidines guanidine +guanine -> guanine guanines +guan -> guan guans +guarantee -> guarantee guaranteed guaranteeing guarantees +guarantor -> guarantors guarantor +guard -> guards guard guarded guarding +guard-dog -> guard-dogs guard-dog +guardian -> guardians guardian +guardrail -> guardrail guardrails +guard-rail -> guard-rail guard-rails +guard-room -> guard-room guard-rooms +guardsman -> guardsmen guardsman +guatemalan -> guatemalan guatemalans +guava -> guava guavas +guddle -> guddle guddling +gudgeon -> gudgeon gudgeons +guelph -> guelph guelphs +guenon -> guenons guenon +guerilla -> guerilla guerillas +guernsey -> guernsey guernseys +guerrilla -> guerrillas guerrilla +gue -> gue gues +guesser -> guessers guesser +guess -> guesses guessing guess guessed +guesstimate -> guesstimates guesstimate guesstimated +guesthouse -> guesthouses guesthouse +guest-house -> guest-houses guest-house +guestimate -> guestimated guestimate guestimates +guestroom -> guestroom guestrooms +guest-room -> guest-room guest-rooms +guest -> guest guests guesting guested +guestworker -> guestworkers guestworker +guffaw -> guffaw guffawed guffaws guffawing +guga -> gugas guga +guichet -> guichets guichet +guidebook -> guidebooks guidebook +guide-book -> guide-book guide-books +guide -> guide guided guides guiding +guideline -> guidelines guideline +guide-line -> guide-lines guide-line +guide-post -> guide-posts guide-post +guider -> guider guiders +guidewire -> guidewire guidewires +guidon -> guidon guidons +guild -> guilds guild guilding +guilder -> guilders guilder +guildhall -> guildhall guildhalls +guild-hall -> guild-hall guild-halls +guildhouse -> guildhouses guildhouse +guile -> guile guiles +guillemot -> guillemot guillemots +guillotine -> guillotined guillotine guillotines guillotining +guilty -> guilty guiltiest guiltier +guilt-offering -> guilt-offering guilt-offerings +guilt -> guilt guilts +guineaman -> guineamen guineaman +guinean -> guinean guineans +guineapig -> guineapigs guineapig +guinea-pig -> guinea-pig guinea-pigs +guinea -> guinea guineas +guisarme -> guisarme guisarmes +guise -> guise guises +guitare -> guitarest guitaring guitare guitares +guitarist -> guitarist guitarists +guitar-maker -> guitar-maker guitar-makers +guitar -> guitar guitars guitarring +gujarat -> gujarat gujarats +gujerati -> gujeratis gujerati +gulag -> gulags gulag +gule -> gules gule +gulet -> gulets gulet +gulf -> gulf gulfs +gulfstream -> gulfstream gulfstreams +gull -> gulls gulled gull +gullet -> gullet gullets +gulley -> gulley gulleys +gullibility -> gullibility gullibilities +gully -> gully gullies gullied gullying +gull-wing -> gull-wings gull-wing +gulp -> gulping gulped gulp gulps +gul -> gul guls +gumboot -> gumboots gumboot +gummy -> gummy gummies +gumnut -> gumnuts gumnut +gum -> gum gums gummed gumming +gumshield -> gumshield gumshields +gumshoe -> gumshoes gumshoe +gun -> guns gun gunning gunned +gunbattle -> gunbattle gunbattles +gun-battle -> gun-battle gun-battles +gunboat -> gunboat gunboats +gun-butt -> gun-butts gun-butt +gunda -> gunda gundas +gundog -> gundog gundogs +gun-dog -> gun-dog gun-dogs +gun-emplacement -> gun-emplacement gun-emplacements +gunfighter -> gunfighter gunfighters +gunfight -> gunfight gunfights +gunge -> gunge gungeing +gunkhole -> gunkhole gunkholing +gunmaker -> gunmakers gunmaker +gunman -> gunman gunmen +gunnel -> gunnels gunnel +gunner -> gunners gunner +gunport -> gunport gunports +gun-runner -> gun-runner gun-runners +gunship -> gunships gunship +gunshop -> gunshop gunshops +gunshot -> gunshots gunshot +gunslinger -> gunslinger gunslingers +gunsmith -> gunsmiths gunsmith +gunstone -> gunstones gunstone +gunt -> gunts gunt +gunwale -> gunwales gunwale +gunwhale -> gunwhale gunwhales +guppy -> guppy guppies +gurdwara -> gurdwara gurdwaras +gurgle -> gurgle gurgling gurgled gurgles +gurkha -> gurkhas gurkha +gurl -> gurl gurls +gurn -> gurning gurn +gurnard -> gurnards gurnard +gusher -> gushers gusher +gush -> gushed gushing gush gushes +gusset -> gussets gusset +gust -> gusting gusts gust gusted +gut-feeling -> gut-feeling gut-feelings +gut -> gut gutted gutting +gutter -> gutters gutter guttering guttered +guttersnipe -> guttersnipe guttersnipes +guttural -> guttural gutturals +guv'nor -> guv'nor guv'nors +guyline -> guylines guyline +guyot -> guyot guyots +guy -> guy guys guyed guying +guzzler -> guzzlers guzzler +guzzle -> guzzle guzzling guzzles guzzled +gwynne -> gwynne gwynnes +gyb -> gybing gyb gybed +gybe -> gybe gybes +gyle -> gyles gyle +gymkhana -> gymkhana gymkhanas +gymnasium -> gymnasium gymnasiums +gymnast -> gymnasts gymnast +gymnosperm -> gymnosperms gymnosperm +gymnure -> gymnure gymnures +gym -> gym gyms +gym-slip -> gym-slips gym-slip +gymslip -> gymslip gymslips +gynaecologist -> gynaecologist gynaecologists +gypcrete -> gypcrete gypcretes +gyp -> gyp gyping gyps +gyppo -> gyppos gyppo +gypsy -> gypsy gypsies gypsys +gypsum-fibreboard -> gypsum-fibreboard gypsum-fibreboards +gypsum -> gypsum gypsums +gyrate -> gyrating gyrate gyrated +gyration -> gyrations gyration +gyr -> gyr gyred +gyre -> gyre gyres +gyro -> gyro gyros +gyroscope -> gyroscope gyroscopes +gyrostabiliser -> gyrostabilisers gyrostabiliser +h -> hed h hing +haberdashery -> haberdashery haberdasheries +haberdasher -> haberdasher haberdashers +habershon -> habershon habershons +habe -> habe habes +habit -> habits habit habited +habitation -> habitation habitations +habitat -> habitat habitats +habituate -> habituated habituate habituates habituating +hab -> hab habs +hacienda -> hacienda haciendas +hacker -> hacker hackers +hackle -> hackles hackle hackled +hackney -> hackney hackneys +hack -> hack hacks hacked hacking +hacksaw -> hacksaw hacksawed hacksaws hacksawing +hac -> hac hacs +haddock -> haddock haddocks +hade -> hading hade +hadith -> hadith hadiths +hadlee -> hadlee hadlees +hadron -> hadron hadrons +hadrosaur -> hadrosaurs hadrosaur +haematite -> haematite haematites +haematologist -> haematologist haematologists +haematoma -> haematomas haematoma haematomata +haemodynamic -> haemodynamic haemodynamics +haemoglobin -> haemoglobin haemoglobins +haemophiliac -> haemophiliacs haemophiliac +haemophilia -> haemophilia haemophilias +haemorrage -> haemorraging haemorrage +haemorrhage -> haemorrhage haemorrhages haemorrhaging haemorrhaged +haemorrhoid -> haemorrhoids haemorrhoid +haft -> hafting hafts haft hafted +hagfish -> hagfish hagfishes +hagg -> haggs hagg +haggadah -> haggadah haggadahs +haggle -> haggling haggle haggled haggles +haggler -> haggler hagglers +hagiographer -> hagiographers hagiographer +hagiography -> hagiography hagiographies +hag -> hag hags +hagstrom -> hagstrom hagstroms +haha -> haha hahas +ha-ha -> ha-ha ha-has +hah -> hah hahs +hailer -> hailer hailers +haile -> haile hailes +hail -> hailed hails hailing hail +hailstone -> hailstones hailstone +hailstorm -> hailstorms hailstorm +hain -> haining hain hainer hains +hairband -> hairbands hairband +hairbrain -> hairbrain hairbrained +hairbrush -> hairbrush hairbrushes +hair-brush -> hair-brush hair-brushes +haircut -> haircut haircuts haircutting +hair-cut -> hair-cut hair-cuts +hairdo -> hairdos hairdo +hair-do -> hair-dos hair-do +hairdresser -> hairdresser hairdressers +hairdrier -> hairdrier hairdriers +hairdryer -> hairdryer hairdryers +hair-dryer -> hair-dryer hair-dryers +hairline -> hairline hairlines +hairnet -> hairnet hairnets +hair-piece -> hair-pieces hair-piece +hairpiece -> hairpiece hairpieces +hair-pin -> hair-pins hair-pin +hairpin -> hairpin hairpins +hair-ribbon -> hair-ribbons hair-ribbon +hair -> hair hairs hairing +hairshaft -> hairshafts hairshaft +hairslide -> hairslides hairslide +hair-spray -> hair-sprays hair-spray +hairspray -> hairspray hairsprays +hairstreak -> hairstreak hairstreaks +hairstyler -> hairstylers hairstyler +hairstyle -> hairstyle hairstyles +hair-style -> hair-style hair-styles +hairstylist -> hairstylist hairstylists +hairy -> hairier hairy hairiest hairies +haitian -> haitians haitian +hajduk -> hajduks hajduk +haka -> haka hakas +hakim -> hakim hakims +halberdier -> halberdiers halberdier +halberd -> halberd halberds +halcrow -> halcrow halcrows +hale -> hale haled hales haling +haler -> haler halers +half-and-half -> half-and-half half-and-halfs +half-aunt -> half-aunts half-aunt +halfback -> halfbacks halfback +half-back -> half-backs half-back +half-bar -> half-bar half-bars +half-beast -> half-beast half-beasts +half-believe -> half-believing half-believe +half-bottle -> half-bottle half-bottles +half-boy -> half-boy half-boys +halfbred -> halfbred halfbreds +half-bred -> half-bred half-breds +half-breed -> half-breed half-breeds +half-brick -> half-bricks half-brick +half-brother -> half-brother half-brothers +half-canopy -> half-canopy half-canopies +half-canton -> half-cantons half-canton +halfcaste -> halfcaste halfcastes +half-century -> half-century half-centuries +half-chance -> half-chance half-chances +half-circle -> half-circle half-circles +half-course -> half-course half-courses +half-cousin -> half-cousin half-cousins +half-crown -> half-crown half-crowns +half-curtain -> half-curtains half-curtain +half-day -> half-day half-days +half-dome -> half-dome half-domes +half-door -> half-door half-doors +half-field -> half-field half-fields +half-frame -> half-frame half-frames +half-glass -> half-glasses half-glass +half-green -> half-greens half-green +half-guinea -> half-guinea half-guineas +half-hardy -> half-hardy half-hardies +half-hitch -> half-hitch half-hitches +half-holiday -> half-holiday half-holidays +half-hope -> half-hopes half-hope +half-hour -> half-hour half-hours +half-house -> half-house half-houses +half-human -> half-human half-humans +half-length -> half-length half-lengths +half-lid -> half-lids half-lid +half-light -> half-light half-lights +half-line -> half-line half-lines +halfling -> halflings halfling +half-litre -> half-litres half-litre +half-life -> half-life half-lives +half-marathon -> half-marathons half-marathon +half-match -> half-matches half-match +half-meaning -> half-meanings half-meaning +half-measure -> half-measures half-measure +half-memory -> half-memory half-memories +half-man -> half-man half-men +half-moon -> half-moon half-moons +half-ounce -> half-ounce half-ounces +half-penny -> half-penny half-pennies +halfpenny -> halfpenny halfpennys halfpennies +half-pint -> half-pints half-pint +half-point -> half-points half-point +half-pot -> half-pot half-pots +half-pound -> half-pound half-pounds +half-promise -> half-promise half-promises +half-rhyme -> half-rhyme half-rhymes +half-sheet -> half-sheet half-sheets +half-sister -> half-sister half-sisters +half-site -> half-site half-sites +half-size -> half-size half-sizes +half-sleep -> half-sleep half-sleeps +half-slope -> half-slopes half-slope +half-smile -> half-smile half-smiles +half-somersault -> half-somersaults half-somersault +half-sovereign -> half-sovereign half-sovereigns +half-standard -> half-standards half-standard +half-step -> half-step half-steps +half-synod -> half-synods half-synod +half-term -> half-term half-terms +half-timber -> half-timbers half-timber +half-timer -> half-timers half-timer +half-time -> half-time half-times +half-title -> half-title half-titles +halftone -> halftone halftones +half-tone -> half-tone half-tones +half-track -> half-tracks half-track +halftruth -> halftruth halftruths +half-truth -> half-truth half-truths +half-uncle -> half-uncles half-uncle +half-volley -> half-volleys half-volley +halfway -> halfway halfways +half-window -> half-window half-windows +halfwit -> halfwit halfwits +half-wit -> half-wit half-wits +half-word -> half-words half-word +half-yardland -> half-yardlands half-yardland +half-yardlander -> half-yardlanders half-yardlander +half-year -> half-year half-years +halide -> halides halide +halite -> halite halites +halkieriid -> halkieriids halkieriid +hallelujah -> hallelujah hallelujahs +halle -> halle halles +halliard -> halliard halliards +hallmark -> hallmark hallmarks hallmarked hallmarking +halloo -> halloo halloos hallooing +hallo -> hallo hallos +hallow -> hallows hallow hallowing +hall -> hall halls halling +hallucinate -> hallucinating hallucinate hallucinated hallucinates +hallucination -> hallucination hallucinations +hallucinogenic -> hallucinogenic hallucinogenics +hallucinogen -> hallucinogen hallucinogens +hallway -> hallway hallways +halo -> halo haloed halos haloes haloing +halogen -> halogen halogens +halon -> halon halons +hal -> hal hals +halt -> halt halted halts halting +halter -> halters halter haltered +halter-top -> halter-tops halter-top +halve -> halves halved halve halving +half -> half halves halfs +halyard -> halyards halyard +hamadryad -> hamadryad hamadryads +hamburger -> hamburger hamburgers +hamer -> hamer hamers +hame -> hame hames +hamlet -> hamlet hamlets +hamley -> hamleys hamley +hammer -> hammers hammer hammered hammering +hammer-beam -> hammer-beam hammer-beams +hammer-blow -> hammer-blow hammer-blows +hammerman -> hammerman hammermen +hammer-on -> hammer-ons hammer-on +hammer-pond -> hammer-ponds hammer-pond +hammy -> hammy hammier +hammock -> hammock hammocks hammocked +hammond -> hammond hammondest +hamper -> hampered hamper hampers hampering +ham -> ham hams hamming hammed +hamster -> hamster hamsters +hamstring -> hamstrings hamstring hamstringing +hanaper -> hanapers hanaper +hand -> hands hand handed handing +handbag -> handbags handbag handbagged +hand-bag -> hand-bag hand-bags +handbell -> handbell handbells +hand-bell -> hand-bell hand-bells +handbill -> handbills handbill +handbook -> handbook handbooks +handcart -> handcart handcarts +handclap -> handclaps handclap +hand-clap -> hand-claps hand-clap +handclasp -> handclasp handclasps +handcraft -> handcrafted handcrafts handcrafting +handcream -> handcreams handcream +hand-cuff -> hand-cuffs hand-cuff +handcuff -> handcuffed handcuffs handcuff handcuffing +hand-cut -> hand-cuts hand-cut +hand-drier -> hand-drier hand-driers +handelian -> handelian handelians +hander -> hander handers +hande -> hande handes +handfast -> handfasted handfast +handful -> handful handfuls +hand-grenade -> hand-grenade hand-grenades +handgrip -> handgrip handgrips +hand-grip -> hand-grip hand-grips +hand-gun -> hand-guns hand-gun +handgun -> handgun handguns +handheld -> handheld handhelds +hand-held -> hand-held hand-helds +handhold -> handholds handhold handholding +hand-hold -> hand-hold hand-holds +handicapper -> handicapper handicappers +handicap -> handicap handicaps handicapped handicapping +handicraft -> handicraft handicrafts +handicraftsman -> handicraftsmen handicraftsman +handjam -> handjam handjams +handjob -> handjob handjobs +handkerchief -> handkerchief handkerchiefs +hand-knit -> hand-knit hand-knits +handknit -> handknit handknitting +handlebar -> handlebars handlebar +handle-bar -> handle-bar handle-bars +handle -> handling handled handle handles +handler -> handlers handler +handloom -> handlooms handloom +hand-loom -> hand-loom hand-looms +handmaid -> handmaids handmaid +handmaiden -> handmaidens handmaiden +hand-maid -> hand-maid hand-maids +hand-me-down -> hand-me-down hand-me-downs +hand-mirror -> hand-mirrors hand-mirror +handout -> handouts handout +hand-out -> hand-outs hand-out +handover -> handover handovers +hand-over -> hand-over hand-overs +handpick -> handpicked handpick +handpiece -> handpieces handpiece +handprint -> handprints handprint handprinted +handpump -> handpump handpumps +hand-pump -> hand-pump hand-pumps +hand-rail -> hand-rails hand-rail +handrail -> handrail handrails +handsaw -> handsaw handsaws +handsel -> handsel handsels +handset -> handsets handset handsetting +handshake -> handshakes handshake +handshaking -> handshaking handshakings +handshape -> handshape handshapes +handsome -> handsome handsomest handsomer +hands-on-hip -> hands-on-hips hands-on-hip +handstand -> handstands handstand +hand-stand -> hand-stand hand-stands +handstitch -> handstitching handstitch +handtool -> handtools handtool +hand-towel -> hand-towels hand-towel +hand-truck -> hand-truck hand-trucks +handwash -> handwash handwashing handwashes +handwriting -> handwriting handwritings +handy -> handier handy +handyman -> handyman handymen +hangar -> hangar hangars +hanger -> hangers hanger +hang-glider -> hang-glider hang-gliders +hanglider -> hanglider hangliders +hangman -> hangman hangmen +hangout -> hangout hangouts +hangover -> hangover hangovers +hang-over -> hang-over hang-overs +hangup -> hangups hangup +hang-up -> hang-ups hang-up +hank -> hanks hank hanker hanked +hanky -> hankies hanky +han -> han hanning +hannover -> hannover hannovers +hann -> hann hanns +hanoverian -> hanoverians hanoverian +hansom -> hansom hansoms +haole -> haoles haole +ha'penny -> ha'penny ha'pennies +haplochromine -> haplochromines haplochromine +haploid -> haploid haploids +haplotype -> haplotypes haplotype +hap -> hap happed haps +happen -> happens happen happened happening +happend -> happends happended +happenstance -> happenstance happenstances +happy -> happy happiest happier +happiness -> happiness happinesses +happy-family -> happy-families happy-family +hapten -> haptens hapten +haptic -> haptics haptic +haptoglobin -> haptoglobin haptoglobins +harangue -> harangue harangued harangues haranguing +harass -> harassing harassed harass harasses +harasser -> harassers harasser +harassment -> harassment harassments +harbinger -> harbingers harbinger +harbourage -> harbourage harbourages +harbour -> harbour harboured harbouring harbours +harbourmaster -> harbourmasters harbourmaster +hardback -> hardback hardbacks hardbacked +hardboard -> hardboard hardboards +hardcard -> hardcard hardcards +hardcase -> hardcase hardcases +hardcastle -> hardcastle hardcastles +hardcover -> hardcover hardcovers +harddisk -> harddisk harddisks +hard-disk -> hard-disk hard-disks +harden -> hardens hardened harden hardening +hardener -> hardener hardeners +hard -> hard harder hardest +hardhat -> hardhat hardhats +hardhead -> hardhead hardheaded +hardy -> hardy hardiest hardier hardies +hardliner -> hardliners hardliner +hard-liner -> hard-liner hard-liners +hard-man -> hard-man hard-men +hardness -> hardness hardnesses +hard-on -> hard-on hard-ons +hardship -> hardship hardships +hardstaff -> hardstaff hardstaffs +hardstone -> hardstone hardstones +hardwood -> hardwood hardwoods +harebell -> harebell harebells +hareem -> hareem hareems +harelip -> harelip harelips +harem-master -> harem-masters harem-master +harem -> harem harems +hare -> hare hares hared haring hareing +haricot -> haricot haricots +harijan -> harijan harijans +hark -> hark harked harks harking +harken -> harken harkens +harlemation -> harlemation harlemations +harlot -> harlot harlots +harm -> harm harming harms harmed +harmonic -> harmonics harmonic +harmonica -> harmonica harmonicas +harmony -> harmony harmonies harmonys +harmoniser -> harmonisers harmoniser +harmonise -> harmonise harmonising harmonised harmonises +harmonization -> harmonization harmonizations +harmonize -> harmonize harmonizing harmonized harmonizes +harness -> harness harnesses harnessing harnessed +harness-maker -> harness-makers harness-maker +harper -> harper harpers +harpy -> harpy harpies +harp -> harp harping harps harped +harpist -> harpist harpists +harpoon -> harpooned harpoon harpoons +harpooning -> harpooning harpoonings +harpsichordist -> harpsichordist harpsichordists +harpsichord -> harpsichord harpsichords +harrass -> harrassed harrass harrassing +harridan -> harridan harridans +harry -> harry harried harrying harries +harrier -> harrier harriers +harrovian -> harrovian harrovians +harrow -> harrow harrowing harrowed harrows +harrumph -> harrumph harrumphed harrumphing +harsh -> harsh harshest harsher +harshness -> harshness harshnesses +harta -> hartas harta +hartlepudlian -> hartlepudlians hartlepudlian +hart -> hart harts +harumph -> harumphed harumph +harvest -> harvested harvest harvests harvesting +harvester -> harvester harvesters +harvestman -> harvestmen harvestman +harzburgite -> harzburgite harzburgites +has-been -> has-been has-beens +hashemite -> hashemites hashemite hashemiter +hash -> hash hashes hashed hashing +hasid -> hasid hasids +hasp -> hasp hasps +hassam -> hassam hassams +hassle -> hassle hassles hassled hassling +hassock -> hassock hassocks +hast -> hast hasted hasting +hasten -> hasten hastened hastens hastening +hasty -> hasty hastiest hastier +hat-box -> hat-boxes hat-box +hatbox -> hatbox hatboxes +hatchard -> hatchards hatchard +hatchback -> hatchback hatchbacks +hatch -> hatch hatched hatching hatches +hatcher -> hatcher hatchers +hatchery -> hatcheries hatchery +hatchet-man -> hatchet-man hatchet-men +hatchet -> hatchet hatchets +hatchling -> hatchlings hatchling +hatchment -> hatchment hatchments +hatchway -> hatchways hatchway +hate-crime -> hate-crimes hate-crime +hate -> hate hated hating hates +hater -> haters hater +hathaway -> hathaway hathaways +hatmaker -> hatmakers hatmaker +hat-maker -> hat-makers hat-maker +hatpin -> hatpins hatpin +hat-pin -> hat-pin hat-pins +hatred -> hatred hatreds +hat -> hat hats hatted +hat-shop -> hat-shop hat-shops +hatstand -> hatstands hatstand +hat-stand -> hat-stand hat-stands +hatter -> hatter hatters +hat-trick -> hat-trick hat-tricks +hauberk -> hauberks hauberk +haughty -> haughty haughtiest +haul -> hauled hauling haul hauls +haulm -> haulms haulm +haunch -> haunch haunches +haunt -> haunt haunted haunting haunts +hau -> hau haus +hausa -> hausa hausas +hautboy -> hautboys hautboy +haute -> haute hautes +haut -> haut hauts +hauxwell -> hauxwell hauxwells +havana -> havana havanas +have-been -> have-been have-beens +haveli -> haveli havelis +have-not -> have-nots have-not +haven -> haven havens +haver -> havered haver +havering -> havering haverings +haversack -> haversack haversacks +havoc -> havoc havocs +haw -> haws haw hawed hawing +hawaiian -> hawaiian hawaiians +hawiye -> hawiye hawiyes +hawk -> hawks hawk hawking hawked +hawker -> hawkers hawker +hawk-moth -> hawk-moths hawk-moth +hawkmoth -> hawkmoth hawkmoths +hawser -> hawsers hawser +hawthorn -> hawthorn hawthorns +haybox -> hayboxes haybox +haycock -> haycock haycocks +hayfield -> hayfields hayfield +hayloft -> hayloft haylofts +haymaker -> haymakers haymaker +haynet -> haynets haynet +hay-net -> hay-net hay-nets +hayrick -> hayricks hayrick +hay -> hay hays +haystack -> haystacks haystack +haytime -> haytime haytiming +hazard -> hazards hazard hazarded hazarding +haze -> haze hazed hazing hazes +hazell -> hazell hazells +hazelnut -> hazelnut hazelnuts +hazel -> hazel hazels +hazy -> hazy haziest hazier +h-block -> h-block h-blocks +h-bomb -> h-bomb h-bombs +head- -> head-ing head- +headach -> headach headaches +headache -> headache headaches +head-ach -> head-ach head-achs +head-and-shoulder -> head-and-shoulders head-and-shoulder +head-band -> head-bands head-band +headband -> headband headbands +headbanger -> headbangers headbanger +head-banger -> head-banger head-bangers +head-bang -> head-bang head-bangs +headboard -> headboards headboard +head-butt -> head-butts head-butt +headbut -> headbutted headbutting +headcount -> headcount headcounts +head-count -> head-count head-counts +headdress -> headdress headdresses +head-dress -> head-dress head-dresses +header -> header headers +headful -> headful headfuls +headgroup -> headgroup headgroups +headguard -> headguard headguards +headhunt -> headhunted headhunt headhunts +headhunter -> headhunters headhunter +head-hunter -> head-hunters head-hunter +heady -> heady headier +head-in-the-sand -> head-in-the-sands head-in-the-sand +headlamp -> headlamp headlamps +head-lamp -> head-lamp head-lamps +headland -> headlands headland +headlight -> headlights headlight +headline -> headlines headline headlined headlining +headliner -> headliner headliners +headlock -> headlock headlocks +headmaster -> headmasters headmaster +headman -> headman headmen +headmistress -> headmistress headmistresses +headnote -> headnote headnotes +headphone -> headphones headphone +headphrase -> headphrases headphrase +headpiece -> headpieces headpiece +head-piece -> head-pieces head-piece +headplate -> headplates headplate +headquarter -> headquartered headquarter +head-rest -> head-rests head-rest +head -> head heads headed heading +headsail -> headsail headsails +head-scarf -> head-scarves head-scarf head-scarfs +headscarf -> headscarf headscarves headscarfs headscarfed +head-scratching -> head-scratching head-scratchings +headset -> headsets headset +headshake -> headshaking headshake +head-shaking -> head-shaking head-shakings +headship -> headship headships +headsize -> headsize headsizes +headsquare -> headsquare headsquares +headstock -> headstock headstocks +headstone -> headstone headstones +headteacher -> headteacher headteachers +head-teacher -> head-teacher head-teachers +headtorch -> headtorch headtorches +headwater -> headwaters headwater +headway -> headway headways +headwind -> headwinds headwind +headword -> headword headwords +head-wrap -> head-wrap head-wraps +heal -> healed heal heals +healant -> healants healant +healer -> healer healers +healing -> healing healings +healthfood -> healthfood healthfoods +healthy -> healthy healthier healthiest +health -> health healths +heap -> heaps heap heaped heaping +heape -> heapes heape +hear -> heard hear hearing hears +hearer -> hearers hearer +hearing-aid -> hearing-aid hearing-aids +hearken -> hearkened hearken hearkening +hearse -> hearse hearses +heartbeat -> heartbeat heartbeats +heart-beat -> heart-beat heart-beats +heartbreaker -> heartbreakers heartbreaker +heartbreak -> heartbreak heartbreaks +hearten -> hearten heartened +hearth-fire -> hearth-fire hearth-fires +hearth -> hearth hearths +hearthstone -> hearthstone hearthstones +hearthware -> hearthware hearthwares +hearty -> hearty heartiest heartier hearties +heartland -> heartland heartlands +heart -> heart hearts +heart-searching -> heart-searching heart-searchings +heart-throb -> heart-throbs heart-throb +heart-to-heart -> heart-to-heart heart-to-hearts +heartwood -> heartwood heartwoods +heat -> heat heated heating heats +heater -> heaters heater +heaterstat -> heaterstat heaterstats +heathen -> heathens heathen +heather -> heather heathers +heathite -> heathite heathites +heathland -> heathland heathlands +heath -> heath heaths +heatsink -> heatsinks heatsink +heatwave -> heatwave heatwaves +heave -> heaved heave heaving heaves +heaven -> heaven heavens +heaver -> heaver heavers +heavy -> heavy heavier heaviest heavies +heav'n -> heav'n heav'ns +heavyweight -> heavyweight heavyweights +heavy-weight -> heavy-weight heavy-weights +hebe -> hebe hebes +hebraist -> hebraist hebraists +hebrew -> hebrew hebrews +hebridean -> hebridean hebrideans +heckle -> heckling heckled heckle heckles +heckler -> heckler hecklers +heck -> heck hecks +hectare -> hectare hectares +hectolitre -> hectolitres hectolitre +hectore -> hectoring hectored +hedda -> hedda heddas +heddle -> heddle heddles +hedera -> hedera hederas +hedgebank -> hedgebanks hedgebank +hedge-bank -> hedge-banks hedge-bank +hedge-bottom -> hedge-bottom hedge-bottoms +hedge-cutter -> hedge-cutter hedge-cutters +hedgehog -> hedgehogs hedgehog +hedger -> hedgers hedger +hedgerow -> hedgerow hedgerows +hedge -> hedge hedges hedged hedging +hedge-sparrow -> hedge-sparrow hedge-sparrows +hedge-top -> hedge-tops hedge-top +hedgetrimmer -> hedgetrimmer hedgetrimmers +hedonist -> hedonist hedonists +he-dryad -> he-dryads he-dryad +heed -> heeding heed heeded heeds +heel -> heels heel heeled heeling +heela -> heelas heela +heep -> heep heeps +hee -> hee hees +heft -> hefted heft hefting +hefty -> hefty heftier heftiest +hegelian -> hegelian hegelians +hegel -> hegel hegels +hegemony -> hegemony hegemonies +he-goat -> he-goat he-goats +heifer -> heifer heifers +heighten -> heightened heightening heighten heightens +height -> height heights +heinkel -> heinkel heinkels +heinrich -> heinrich heinrichs +heir -> heirs heir +heiress -> heiresses heiress +heirloom -> heirloom heirlooms +heist -> heist heists heisted +hold -> hold held holding holds +helenium -> helenium heleniums +helianthemum -> helianthemums helianthemum +helice -> helices helice +helichrysum -> helichrysum helichrysums +helicoplacoid -> helicoplacoids helicoplacoid +helicopter -> helicopters helicopter helicoptering helicoptered +heliograph -> heliograph heliographs +heliostat -> heliostat heliostats +heliotrope -> heliotrope heliotropes +heliport -> heliports heliport +heliski -> heliskiing heliski +helix -> helix helixes +helleborine -> helleborines helleborine +hellen -> hellens hellen +hellenist -> hellenist hellenists +hellenizer -> hellenizer hellenizers +hellfire -> hellfire hellfired +hellhole -> hellholes hellhole +hell-hole -> hell-hole hell-holes +hell-hound -> hell-hound hell-hounds +hellman -> hellman hellmans +hello -> hello hellos +hellraiser -> hellraiser hellraisers +hell-raiser -> hell-raiser hell-raisers +hell -> hell hells +helmet -> helmets helmet +helmet-plate -> helmet-plate helmet-plates +helminth -> helminth helminths +helmore -> helmore helmores +helm -> helm helms helming helmed +helmsman -> helmsman helmsmen +helot -> helot helots +helpe -> helpes helpe +helper -> helper helpers +helpfulness -> helpfulness helpfulnesses +help -> help helping helped helps +helpline -> helpline helplines +help-line -> help-line help-lines +helpmate -> helpmate helpmates +helpmeet -> helpmeets helpmeet +helter-skelter -> helter-skelter helter-skelters +hem -> hemmed hem hems hemming +he-man -> he-man he-men +hemicrypt -> hemicrypts hemicrypt +hemifield -> hemifield hemifields +hemiola -> hemiolas hemiola +hemisegment -> hemisegment hemisegments +hemisphere -> hemisphere hemispheres +hemline -> hemline hemlines +hemlock -> hemlock hemlocks +henchman -> henchman henchmen +hen-coop -> hen-coops hen-coop +hende -> hendes hende +hendrick -> hendrick hendricks +henge -> henge henges +henhouse -> henhouses henhouse +hen-house -> hen-house hen-houses +hennin -> hennins hennin +hen -> hen hens +henstock -> henstock henstocks +heparin -> heparin heparins +hepatic -> hepatic hepatics +hepatocyte -> hepatocyte hepatocytes +hepe -> heping hepes hepe +heptonstall -> heptonstall heptonstalls +herald -> herald heralds heralded heralding +herbalist -> herbalists herbalist +herbal -> herbal herbals +herb-garden -> herb-garden herb-gardens +herbicide -> herbicides herbicide +herbivore -> herbivores herbivore +herb -> herb herbs +herdbook -> herdbook herdbooks +herdboy -> herdboys herdboy +herder -> herder herders +herd-mate -> herd-mates herd-mate +herd -> herd herds herded herding +herdsman -> herdsman herdsmen +hereditament -> hereditaments hereditament +heregulin -> heregulins heregulin +herero -> herero hereros +here -> here heres +heresiarch -> heresiarch heresiarchs +heresy -> heresy heresies +heretic -> heretics heretic +heriot -> heriot heriots +heritage -> heritage heritages +heritor -> heritors heritor +hermano -> hermano hermanos +hermaphrodite -> hermaphrodite hermaphrodites +hermeneutic -> hermeneutics hermeneutic +hermitage -> hermitage hermitages +hermit -> hermit hermits +herm -> herm herms +hernia -> hernias hernia +herniate -> herniate herniated +herodian -> herodians herodian +hero -> hero heroes heros +hero-god -> hero-god hero-gods +heroic -> heroic heroics +heroine -> heroines heroine +heroism -> heroism heroisms +heronry -> heronry heronries +heron -> heron herons +hero-worship -> hero-worship hero-worships +herptile -> herptiles herptile +herring-boat -> herring-boats herring-boat +herring -> herring herrings +herr -> herr herrs +herstory -> herstory herstories +herule -> herule herules +hervey -> hervey herveys +hesitancy -> hesitancy hesitancies +hesitate -> hesitate hesitated hesitating hesitates +hesitation -> hesitation hesitations +hessian -> hessian hessians +heterocycle -> heterocycle heterocycles +heterocyclic -> heterocyclic heterocyclics +heterodimer -> heterodimers heterodimer +heterodoxy -> heterodoxy heterodoxies +heteroduplex -> heteroduplexes heteroduplex +heterogeneity -> heterogeneity heterogeneities +heterojunction -> heterojunction heterojunctions +heteromorph -> heteromorphs heteromorph +hetero -> hetero heteros +heterosexual -> heterosexual heterosexuals +heterostracan -> heterostracan heterostracans +heterozygote -> heterozygote heterozygotes +hetman -> hetmans hetman +heure -> heures heure +heuristic -> heuristic heuristics +hewer -> hewers hewer +hew -> hew hewing hewed hews +hewin -> hewin hewins +hewkin -> hewkins hewkin +hexagonal -> hexagonal hexagonals +hexagon -> hexagon hexagons +hexagram -> hexagrams hexagram +hexam -> hexams hexam +hexameter -> hexameters hexameter +hexanucleotide -> hexanucleotides hexanucleotide +hex -> hex hexes hexed +hexose -> hexoses hexose +heyday -> heyday heydays +hey -> hey heys +h-grade -> h-grade h-grades +hgv -> hgvs hgv +hibernate -> hibernating hibernate hibernated hibernates +hibernator -> hibernator hibernators +hiccough -> hiccough hiccoughs hiccoughing hiccoughed +hiccupe -> hiccuping hiccuped +hiccup -> hiccup hiccups hiccupped hiccupping +hic -> hic hics +hidalgo -> hidalgos hidalgo +hide -> hidden hide hides hid hiding +hideaway -> hideaways hideaway +hide-out -> hide-outs hide-out +hideout -> hideout hideouts +hider -> hider hiders +hidey-hole -> hidey-holes hidey-hole +hiding-place -> hiding-place hiding-places +hie -> hied hie hies +hierarch -> hierarchs hierarch +hierarchy -> hierarchy hierarchies +hieroglyph -> hieroglyphs hieroglyph +hieroglyphic -> hieroglyphics hieroglyphic +hiero -> hiero hieros +hi-fi -> hi-fi hi-fis +higging -> higging higgings +high-achiever -> high-achievers high-achiever +highball -> highballs highball +highbrow -> highbrow highbrows +high-brow -> high-brow high-brows +highchair -> highchairs highchair +higher-up -> higher-ups higher-up +high -> higher highest high highs +high-explosive -> high-explosive high-explosives +high-flier -> high-flier high-fliers +high-flyer -> high-flyers high-flyer +high-handicapper -> high-handicappers high-handicapper +high-heel -> high-heels high-heel +highlander -> highlanders highlander +highlandman -> highlandman highlandmen +highland -> highland highlands +highlight -> highlighted highlights highlight highlighting +high-light -> high-lighted high-lights high-lighting high-light +highness -> highness highnesses +high-point -> high-points high-point +highpoint -> highpoint highpoints +highrise -> highrise highrises +high-rise -> high-rise high-rises +highroad -> highroad highroads +high-spot -> high-spots high-spot +highspot -> highspot highspots +hightail -> hightail hightailed hightails +high-top -> high-top high-tops +high-up -> high-up high-ups +highwayman -> highwayman highwaymen +highway -> highway highways +higinbotham -> higinbothams higinbotham +hi-hat -> hi-hat hi-hats +hi-jack -> hi-jacked hi-jack hi-jacking +hijack -> hijack hijacked hijacking hijacks +hijacker -> hijackers hijacker +hijra -> hijras hijra +hike -> hikes hike hiking hiked +hiker -> hikers hiker +hi-lite -> hi-lite hi-lites +hillbilly -> hillbilly hillbillies +hillfoot -> hillfoot hillfoots +hillfort -> hillforts hillfort +hill-fort -> hill-forts hill-fort +hillgoer -> hillgoers hillgoer +hilly -> hilly hillier hilliest +hillman -> hillman hillmen +hillock -> hillock hillocks +hill -> hill hills hilled hilling +hillside -> hillsides hillside +hill-side -> hill-sides hill-side +hilltop -> hilltop hilltops +hill-top -> hill-top hill-tops +hilltown -> hilltown hilltowns +hilltribe -> hilltribe hilltribes +hill-walk -> hill-walking hill-walk +hillwalker -> hillwalkers hillwalker +hill-walker -> hill-walkers hill-walker +hillwalk -> hillwalking hillwalks +hillyard -> hillyard hillyards +hilt -> hilt hilts +he -> his him he 'e 'im 'is +hinch -> hinch hinches +hindbrain -> hindbrain hindbrains +hinder -> hinder hinders hindering hindered +hinde -> hinde hindes +hind-leg -> hind-legs hind-leg +hindleg -> hindleg hindlegs +hindlimb -> hindlimb hindlimbs +hindoo -> hindoos hindoo +hindquarter -> hindquarters hindquarter +hindrance -> hindrance hindrances +hind -> hind hinds +hindu -> hindu hindus +hinge -> hinge hinges hinged hingeing +hinny -> hinny hinnies +hint -> hints hint hinted hinting +hinterland -> hinterland hinterlands +hinton -> hinton hintons +hip -> hips hip hipper hippest +hip-bath -> hip-bath hip-baths +hipbone -> hipbones hipbone +hip-bone -> hip-bones hip-bone +hipflask -> hipflask hipflasking +hip-joint -> hip-joint hip-joints +hippy -> hippy hippies hippys +hippo -> hippo hippos +hippychick -> hippychicks hippychick +hipster -> hipster hipsters +hire -> hire hired hiring hires +hireling -> hireling hirelings +hirer -> hirer hirers +hirple -> hirpled hirpling +hir -> hir hirs +hirta -> hirta hirtas +hirundine -> hirundines hirundine +hispanic -> hispanic hispanics +hiss -> hissed hissing hisses hiss +histamine -> histamine histamines +histidine -> histidine histidines +histogram -> histograms histogram +histoire -> histoire histoires +histone -> histones histone +historian -> historians historian +historical -> historical historicals +historicise -> historicise historicised +historicism -> historicism historicisms +historicist -> historicist historicists +historicize -> historicize historicized historicizing +history -> history histories +historiographer -> historiographers historiographer +historique -> historique historiques +history-book -> history-book history-books +histrionic -> histrionic histrionics +hitcher -> hitchers hitcher +hitch -> hitch hitches hitching hitched +hitch-girl -> hitch-girl hitch-girls +hitchhiker -> hitchhikers hitchhiker +hitch-hiker -> hitch-hikers hitch-hiker +hitch-hike -> hitch-hike hitch-hikes +hitchhike -> hitchhike hitchhiking hitchhiked +hitlerite -> hitlerites hitlerite +hitman -> hitmen hitman +hit-man -> hit-man hit-men +hit-squad -> hit-squad hit-squads +hitter -> hitters hitter +hit -> hit hitting hits +hittite -> hittites hittite +hiva -> hiva hivas +hive -> hive hived hives hiving +hlca -> hlcas hlca +hma -> hmas hma +hmo -> hmo hmos +hoad -> hoad hoads +hoard -> hoards hoard hoarding hoarded +hoarde -> hoardes hoarde +hoarder -> hoarder hoarders +hoary -> hoary hoariest hoarier +hoar -> hoar hoars +hoarse -> hoarse hoarser +hoax -> hoaxes hoax hoaxed hoaxing +hoaxer -> hoaxer hoaxers +hob -> hobs hob +hobbesian -> hobbesian hobbesians +hobby -> hobby hobbies +hobbit -> hobbit hobbits +hobble -> hobble hobbled hobbling hobbles +hobbyhorse -> hobbyhorse hobbyhorses +hobby-horse -> hobby-horse hobby-horses +hobbyist -> hobbyist hobbyists +hobday -> hobday hobdayed hobdaying +hobden -> hobdens hobden +hobelar -> hobelars hobelar +hobgoblin -> hobgoblins hobgoblin +hobman -> hobman hobmen +hobnail -> hobnail hobnails hobnailed +hobnob -> hobnobbing hobnobbed hobnob +hob-nob -> hob-nob hob-nobs +hobo -> hobo hobos +hobson -> hobson hobsons +hobyah -> hobyah hobyahs +hochland -> hochlands hochland +hock -> hock hocked hocks hocking +hockey-stick -> hockey-stick hockey-sticks +hoc -> hoc hocs +hodge-podge -> hodge-podge hodge-podges +hod -> hod hods +hoe -> hoe hoed hoeing hoes +hoflin -> hoflin hoflins +hofman -> hofmans hofman +hofmann -> hofmann hofmanns +hogan -> hogan hogans +hoggar -> hoggar hoggars +hoggart -> hoggart hoggarts +hogge -> hogges hogge +hogger -> hogger hoggers +hogget -> hoggets hogget +hoggett -> hoggett hoggetts +hog -> hog hogging hogged hogs +hogg -> hogg hoggs +hogmanay -> hogmanay hogmanays +hogshead -> hogshead hogsheads +hohenstaufen -> hohenstaufen hohenstaufens +hohenzollern -> hohenzollern hohenzollerns +hoick -> hoick hoicked +hoik -> hoiked hoiks +hoist -> hoists hoisting hoisted hoist +hol -> hols hol +holdall -> holdall holdalls +hold-all -> hold-all hold-alls +holdback -> holdbacks holdback +hold-back -> hold-back hold-backs +holder -> holder holders +holdup -> holdups holdup +hold-up -> hold-up hold-ups +hole -> hole holes holed holing +holesaw -> holesaws holesaw +holiday-camp -> holiday-camps holiday-camp +holiday-maker -> holiday-makers holiday-maker +holidaymaker -> holidaymaker holidaymakers +holiday -> holiday holidays holidaying holidayed +holy -> holy holies holiest holier +holiness -> holiness holinesses +holist -> holist holists +holland -> holland hollands +holler -> hollered holler hollers hollering +holl -> holl holling +hollist -> hollister hollist +holloway -> holloway holloways +hollow -> hollow hollows hollowed hollowing hollower +holly -> hollies holly +hollyhock -> hollyhocks hollyhock +holo -> holos holo +holocaust -> holocaust holocausts +holoenzyme -> holoenzymes holoenzyme +hologram -> hologram holograms +holograph -> holograph holographs +holophonic -> holophonics holophonic +holopic -> holopics holopic +holstein-friesian -> holstein-friesian holstein-friesians +holstein -> holstein holsteins +holster -> holsters holster holstering holstered +holt -> holt holts +homage -> homage homages +homan -> homan homans +homebase -> homebase homebases +home-base -> home-base home-bases +homebody -> homebody homebodies +homeboy -> homeboy homeboys +homebuild -> homebuilds homebuild +homebuilt -> homebuilts homebuilt +homebuyer -> homebuyers homebuyer +homecoming -> homecoming homecomings +homecraft -> homecraft homecrafts +homegarden -> homegarden homegardens +homegrown -> homegrown homegrowns +homeguard -> homeguard homeguards +homeland -> homeland homelands +homely -> homely homelier +homeloan -> homeloans homeloan +home-loan -> home-loan home-loans +homemaker -> homemaker homemakers +home-maker -> home-maker home-makers +homeobox -> homeobox homeoboxes +homeopathist -> homeopathist homeopathists +homeopath -> homeopath homeopaths +homeotherm -> homeotherms homeotherm +homeowner -> homeowners homeowner +home-owner -> home-owners home-owner +home-range -> home-range home-ranges +homer -> homer homers +home-run -> home-run home-runs +home -> home homes homed homing +homesite -> homesite homesites +homestead -> homesteads homestead homesteading +home-video -> home-video home-videos +homeworker -> homeworkers homeworker +homework -> homework homeworking homeworks +homicide -> homicides homicide +homy -> homy homies +homiletic -> homiletics homiletic +homily -> homilies homily +homine -> homine homines +hominid -> hominid hominids +hominine -> hominine hominines +hominoid -> hominoids hominoid +hommage -> hommage hommages +homme -> homme hommes +homodimer -> homodimers homodimer +homoeomorph -> homoeomorphs homoeomorph +homoeopath -> homoeopath homoeopaths +homogenate -> homogenates homogenate +homogenise -> homogenised homogenising homogenise +homogenization -> homogenization homogenizations +homogenize -> homogenized homogenize homogenizing homogenizes +homograph -> homographs homograph +homolog -> homolog homologs +homologue -> homologues homologue +homology -> homologies homology +homomorphism -> homomorphism homomorphisms +homonym -> homonyms homonym +homophobe -> homophobe homophobes +homophobic -> homophobic homophobics +homophone -> homophones homophone +homo -> homo homos +homosapien -> homosapiens homosapien +homosexuality -> homosexuality homosexualities +homosexual -> homosexual homosexuals +homozygote -> homozygote homozygotes +hon -> honing hon hons +honcho -> honcho honchos +honde -> honde hondes +honduran -> honduran hondurans +hone -> honed hone hones +honest -> honest honestest +honeybee -> honeybees honeybee +honey-bee -> honey-bees honey-bee +honeycomb -> honeycomb honeycombs honeycombed honeycombing +honey-eater -> honey-eaters honey-eater +honeyeater -> honeyeater honeyeaters +honeyguide -> honeyguides honeyguide +honey-guide -> honey-guides honey-guide +honeyman -> honeyman honeymen +honeymoon -> honeymooned honeymoon honeymoons honeymooning +honeypot -> honeypots honeypot +honey -> honey honeys +honeysuckle -> honeysuckle honeysuckles +honk -> honking honk honks honked +honker -> honkers honker +honky -> honky honkies +honneur -> honneurs honneur +honorarium -> honorarium honorariums +honorific -> honorific honorifics +honor -> honor honors +honourable -> honourable honourables +honour -> honour honours honoured honouring +hoodlum -> hoodlum hoodlums +hoodoo -> hoodoo hoodoos +hood -> hood hoods hooding +hoodwink -> hoodwink hoodwinked hoodwinking hoodwinks +hoody -> hoodies hoody +hoofbeat -> hoofbeats hoofbeat +hoofer -> hoofer hoofers +hoofprint -> hoofprints hoofprint +hoof-print -> hoof-print hoof-prints +hoo -> hoo hooing +hook -> hooked hook hooking hooks +hookah -> hookah hookahs +hookbait -> hookbaits hookbait +hooker -> hooker hookers +hooke -> hooke hookes +hookline -> hookline hooklines +hooktier -> hooktier hooktiers +hook-up -> hook-up hook-ups +hookworm -> hookworm hookworms +hooley -> hooleys hooley +hooligan -> hooligans hooligan +hooper -> hooper hoopers +hoopoe -> hoopoe hoopoes +hoop -> hoop hoops hooped +hoop-skirt -> hoop-skirt hoop-skirts +hooray -> hooray hoorays +hoor -> hoor hoors +hooter -> hooter hooters +hoot -> hooting hoots hoot hooted +hoover -> hoover hoovered hoovering hoovers +hoof -> hoof hooves hoofed hoofs hoofing +hopefull -> hopefull hopefulls +hopeful -> hopeful hopefuls +hoper -> hoper hopers +hope -> hope hoping hoped hopes +hoplite -> hoplite hoplites +hop -> hops hopped hop hopping +hopper -> hopper hoppers +hop-picker -> hop-pickers hop-picker +hopscotch -> hopscotch hopscotched +horby -> horby horbys +horde -> hordes horde +horder -> horder horders +hore -> hores hore +horizon -> horizons horizon +horizontal -> horizontal horizontals +hormone -> hormone hormones +hornbill -> hornbill hornbills +hornblende -> hornblende hornblendes +hornet -> hornet hornets +horny -> horny horniest +hornito -> hornito hornitos +hornpipe -> hornpipe hornpipes +horn-rim -> horn-rims horn-rim +horn -> horn horns horned horning +horoscope -> horoscopes horoscope +horrid -> horrid horrids +horrify -> horrifies horrify +horror -> horrors horror +hors-d'oeuvre -> hors-d'oeuvre hors-d'oeuvres +horse -> horses horse horsed horsing +horsebox -> horsebox horseboxes +horse-box -> horse-box horse-boxes +horsebrass -> horsebrasses horsebrass +horse-brass -> horse-brasses horse-brass +horsebreaker -> horsebreaker horsebreakers +horsecart -> horsecarts horsecart +horse-chestnut -> horse-chestnuts horse-chestnut +horse-dealer -> horse-dealers horse-dealer +horsefly -> horseflies horsefly +horse-harness -> horse-harnesses horse-harness +horse-head -> horse-heads horse-head +horse-herd -> horse-herds horse-herd +horse-lover -> horse-lover horse-lovers +horsemaster -> horsemasters horsemaster +horseman -> horseman horsemen +horserace -> horserace horseracing +horse-rider -> horse-rider horse-riders +horseshoe -> horseshoe horseshoes +horse-shoe -> horse-shoe horse-shoes +horsetail -> horsetail horsetails +horse-wheel -> horse-wheel horse-wheels +horsewhip -> horsewhipping horsewhip +horsewoman -> horsewoman horsewomen +horticulturalist -> horticulturalist horticulturalists +horticulturist -> horticulturists horticulturist +hosanna -> hosanna hosannas +hosepipe -> hosepipe hosepipes hosepiping +hose-pipe -> hose-pipe hose-pipes +hose-reel -> hose-reel hose-reels +hose -> hose hoses hosing hosed +hosetail -> hosetails hosetail +hosier -> hosier hosiers +hospice -> hospice hospices +hospitalisation -> hospitalisation hospitalisations +hospitalise -> hospitalised hospitalise +hospitality -> hospitality hospitalities +hospitalization -> hospitalization hospitalizations +hospitalize -> hospitalized hospitalizes +hospitaller -> hospitallers hospitaller +hospital -> hospital hospitals +hoss -> hoss hosses +hosta -> hostas hosta +hostage -> hostages hostage hostaged +hostage-taker -> hostage-takers hostage-taker +hostel -> hostels hostel hostelling +hostelry -> hostelry hostelries +hostess -> hostess hostesses hostessing hostessed +hosty -> hostied hosties +hostile -> hostile hostiles +hostility -> hostility hostilities +host -> host hosting hosts hosted +host-plant -> host-plant host-plants +hotbed -> hotbed hotbeds +hot-brush -> hot-brushes hot-brush +hotch -> hotching hotch +hotdog -> hotdogs hotdogging hotdog +hot-dog -> hot-dog hot-dogs +hotelier -> hoteliers hotelier +hotel-keeper -> hotel-keepers hotel-keeper +hotel -> hotel hotels +hotelschool -> hotelschool hotelschools +hotfoot -> hotfoot hotfooting hotfooted +hothead -> hotheads hothead hotheaded +hot-head -> hot-head hot-heads +hothouse -> hothouse hothouses +hot-house -> hot-house hot-houses +hotkey -> hotkeys hotkey +hot-key -> hot-key hot-keys +hotline -> hotline hotlines +hot-line -> hot-line hot-lines +hotplate -> hotplate hotplates +hotpot -> hotpot hotpots +hot-rodder -> hot-rodder hot-rodders +hot-rod -> hot-rod hot-rods +hot-room -> hot-rooms hot-room +hot -> hot hots hotter hottest hotting hotted +hot-seat -> hot-seats hot-seat +hotshot -> hotshot hotshots +hot-shot -> hot-shot hot-shots +hotspot -> hotspots hotspot +hot-spot -> hot-spots hot-spot +hot-spring -> hot-spring hot-springs +hottentot -> hottentots hottentot +hotteterre -> hotteterre hotteterres +hot-wire -> hot-wires hot-wire +hould -> houlding hould +hound -> hounds hound hounded hounding +houndstooth -> houndstooths houndstooth +houngan -> houngan houngans +hour-glass -> hour-glass hour-glasses +hour -> hour hours +houseboat -> houseboats houseboat +house-boat -> house-boats house-boat +houseboy -> houseboys houseboy +housebreaker -> housebreaker housebreakers +house-breaker -> house-breaker house-breakers +housebrick -> housebricks housebrick +housebuilder -> housebuilders housebuilder +house-builder -> house-builders house-builder +housebuyer -> housebuyers housebuyer +house-buyer -> house-buyers house-buyer +housecleaning -> housecleanings housecleaning +housecoat -> housecoats housecoat +housecow -> housecows housecow +house-cow -> house-cows house-cow +house-dog -> house-dog house-dogs +housefly -> housefly houseflies +housegroup -> housegroup housegroups +house-guest -> house-guests house-guest +houseguest -> houseguests houseguesting +house-holder -> house-holders house-holder +householder -> householder householders +household -> household households householding +house-hold -> house-hold house-holds +house-hunt -> house-hunts house-hunt +house-hunter -> house-hunters house-hunter +house-keeper -> house-keepers house-keeper +housekeeper -> housekeeper housekeepers +housekeep -> housekeep housekeeps +house-maid -> house-maids house-maid +housemaid -> housemaid housemaids +houseman -> housemen houseman +housemaster -> housemasters housemaster +housemate -> housemates housemate +house-move -> house-moves house-move +house-owner -> house-owners house-owner +house-painter -> house-painter house-painters +houseparent -> houseparents houseparent +house-party -> house-party house-parties +houseparty -> houseparties houseparty +houseplant -> houseplants houseplant +house-plant -> house-plant house-plants +houser -> housers houser +house -> house houses housing housed +house-servant -> house-servants house-servant +housestyle -> housestyle housestyles +house-surgeon -> house-surgeon house-surgeons +housetop -> housetops housetop +house-top -> house-tops house-top +houseware -> housewares houseware +housewife -> housewife housewives +houshold -> houshold housholds +houy -> houys houy +hovel -> hovels hovelled hovel +hoverfly -> hoverflies hoverfly +hover -> hovered hovering hover hovers +hover-speeder -> hover-speeders hover-speeder +hove -> hove hoves hoving +howdah -> howdah howdahs +hower -> hower howers +howff -> howff howffs +howgill -> howgill howgills +howitzer -> howitzers howitzer +howl -> howls howl howled howling +howler -> howlers howler +how -> how hows +howse -> howse howses +hoyle -> hoyle hoyles +hoy -> hoy hoys hoyed +hp -> hp hps +hq -> hq hqs +hr -> hrs hr +hrumph -> hrumph hrumphed +hse -> hse hses hsing +ht -> ht hts hter +huaca -> huacas huaca +hubby -> hubby hubbies +hubcap -> hubcap hubcaps +hub -> hub hubs +huckster -> hucksters huckster +huddle -> huddle huddled huddling huddles +hudson -> hudson hudsoning hudsoned +huer -> huer huers +huerta -> huerta huertas +hue -> hue hues hued +huff -> huff huffed huffing huffs +huge -> huge huger hugest +hugger -> huggers hugger huggered +hug -> hug hugging hugged hugs +huguenot -> huguenot huguenots +huisman -> huisman huismans +huissier -> huissier huissiers +hula-hoop -> hula-hoop hula-hoops +hulk -> hulks hulk hulked +hull -> hull hulls hulled +hulsdonck -> hulsdoncks hulsdonck +humaine -> humaine humaines +human-being -> human-being human-beings +humanise -> humanised humanise humanising humanises +humanist -> humanist humanists +humanitarian -> humanitarian humanitarians +humanize -> humanized humanize humanizing +humanoid -> humanoid humanoids +human -> human humans +humble -> humble humbled humbling humbles +humbl -> humblest humbler +humbrian -> humbrian humbrians +humbucker -> humbuckers humbucker +humbug -> humbug humbugs humbugged humbugging +humdinger -> humdinger humdingers +hume -> hume humes +humidifier -> humidifier humidifiers +humidity -> humidity humidities +humidor -> humidor humidors +humiliate -> humiliated humiliate humiliating humiliates +humiliation -> humiliation humiliations +humm -> humms humm +hummel -> hummel hummels +hum -> hum humming hummed hums +hummingbird -> hummingbirds hummingbird +humming-bird -> humming-bird humming-birds +hummock -> hummock hummocks +humore -> humoring humored +humorist -> humorists humorist +humor -> humor humors +humourist -> humourists humourist +humour -> humour humours humoured humouring +humpback -> humpback humpbacks humpbacked +hump -> hump humped humps humping +humph -> humph humphed +hunchback -> hunchback hunchbacked hunchbacks +hunch -> hunch hunching hunched hunches +hundredweight -> hundredweight hundredweights +hang -> hangs hung hanging hang hanged +hungarian -> hungarian hungarians +hunger -> hunger hungers hungered hungering +hunger-strike -> hunger-strike hunger-strikes +hungry -> hungry hungrier hungriest +hunker -> hunkered hunker hunkers hunkering +hunky -> hunky hunkiest hunkier +hunk -> hunk hunks +hunslet -> hunslet hunslets +hunt -> hunted hunt hunting hunts +hunt-cup -> hunt-cup hunt-cups +hunter-fisher -> hunter-fisher hunter-fishers +hunter-gatherer -> hunter-gatherer hunter-gatherers +hunter-killer -> hunter-killer hunter-killers +hunter -> hunter hunters +hunting-field -> hunting-field hunting-fields +hunting-ground -> hunting-ground hunting-grounds +huntsman -> huntsman huntsmen +hup -> hup hupped +hurdy -> hurdy hurdies +hurdle -> hurdles hurdle hurdled hurdling +hurdler -> hurdler hurdlers +hurdy-gurdy -> hurdy-gurdy hurdy-gurdies +hurl -> hurling hurled hurls hurl +hurley -> hurley hurleys +huron -> huron hurons +hurrah -> hurrah hurrahs +hurricane -> hurricane hurricanes +hurry -> hurried hurry hurrying hurries +hur -> hur hurs +hursey -> hursey hurseys +hurtle -> hurtling hurtled hurtle hurtles +hurt -> hurt hurts hurting +husband-hunting -> husband-huntings husband-hunting +husbandman -> husbandman husbandmen +husband -> husband husbands husbanded husbanding +hush -> hushed hush hushing hushes +hushabye -> hushabye hushabyes +husk -> husks husk husking husked +husky -> huskies husky huskiest huskier +hussar -> hussar hussars +hussy -> hussy hussies +hussite -> hussite hussites +hustle -> hustling hustled hustle hustles +hustler -> hustler hustlers +hutch -> hutch hutches hutched +hut -> hut huts hutted +hutt -> hutt hutts +huyghe -> huyghe huyghes +huzza -> huzza huzzas huzzaing +hyacinth -> hyacinths hyacinth +hyaena -> hyaenas hyaena +hybrid -> hybrids hybrid +hybridisation -> hybridisation hybridisations +hybridise -> hybridise hybridising hybridised hybridises +hybridization -> hybridization hybridizations +hybridize -> hybridizing hybridize hybridized hybridizes +hybridoma -> hybridomas hybridoma +hydrangea -> hydrangeas hydrangea +hydrant -> hydrants hydrant +hydra -> hydra hydras +hydrate -> hydrate hydrating hydrates hydrated +hydride -> hydride hydrides +hydro-carbon -> hydro-carbons hydro-carbon +hydrocarbon -> hydrocarbon hydrocarbons +hydrocolloid -> hydrocolloid hydrocolloids +hydrocyclone -> hydrocyclone hydrocyclones +hydrodynamic -> hydrodynamics hydrodynamic +hydro-electric -> hydro-electric hydro-electrics +hydrofluorocarbon -> hydrofluorocarbon hydrofluorocarbons +hydrofoil -> hydrofoil hydrofoils +hydrogel -> hydrogels hydrogel +hydrogen-bond -> hydrogen-bond hydrogen-bonds +hydrogen -> hydrogen hydrogens +hydrogeologist -> hydrogeologists hydrogeologist +hydrographer -> hydrographer hydrographers +hydroid -> hydroids hydroid +hydrolase -> hydrolases hydrolase +hydrologist -> hydrologist hydrologists +hydrolysate -> hydrolysate hydrolysates +hydrolyse -> hydrolysed hydrolysing hydrolyse hydrolyses +hydrometer -> hydrometer hydrometers +hydroperoxide -> hydroperoxide hydroperoxides +hydroplane -> hydroplane hydroplanes +hydroponic -> hydroponic hydroponics +hydro -> hydro hydros +hydrostatic -> hydrostatic hydrostatics +hydrotherapy -> hydrotherapy hydrotherapies +hydroxide -> hydroxide hydroxides +hydroxyapatite -> hydroxyapatite hydroxyapatites +hydroxylase -> hydroxylase hydroxylases +hydroxyl-radical -> hydroxyl-radicals hydroxyl-radical +hydroxyl -> hydroxyl hydroxyls +hyena -> hyena hyenas +hygienic -> hygienic hygienics +hygienist -> hygienist hygienists +hymen -> hymen hymens +hymer -> hymer hymers +hymnal -> hymnals hymnal +hymnbook -> hymnbook hymnbooks +hymn-book -> hymn-book hymn-books +hymn -> hymn hymns hymned hymning +hymn-tune -> hymn-tune hymn-tunes +hymn-writer -> hymn-writers hymn-writer +hype-merchant -> hype-merchant hype-merchants +hyper-base -> hyper-bases hyper-base +hyperbola -> hyperbola hyperbolas +hyperbole -> hyperbole hyperboles +hypercolumn -> hypercolumns hypercolumn +hypercorrection -> hypercorrection hypercorrections +hypercube -> hypercube hypercubes +hyperdocument -> hyperdocuments hyperdocument +hyperextension -> hyperextensions hyperextension +hypergame -> hypergame hypergames +hyperinflation -> hyperinflation hyperinflations +hyperkinetic -> hyperkinetic hyperkinetics +hyperlipidaemia -> hyperlipidaemia hyperlipidaemias +hypermarket -> hypermarket hypermarkets +hypernym -> hypernyms hypernym +hyperparasite -> hyperparasite hyperparasites +hyperplasia -> hyperplasia hyperplasias +hyperpolarize -> hyperpolarizing hyperpolarized hyperpolarize hyperpolarizes +hypersensitivity -> hypersensitivity hypersensitivities +hypersurface -> hypersurface hypersurfaces +hypertensive -> hypertensive hypertensives +hypertext -> hypertext hypertexts +hyperventilate -> hyperventilate hyperventilating hyperventilated +hype -> hype hypes +hyphenate -> hyphenating hyphenate +hyphenation -> hyphenation hyphenations +hyphen -> hyphen hyphens hyphened +hyp -> hyped hyping hyp +hypno -> hypnos hypno +hypnotherapist -> hypnotherapists hypnotherapist +hypnotic -> hypnotic hypnotics +hypnotise -> hypnotised hypnotises hypnotising hypnotise +hypnotist -> hypnotist hypnotists +hypnotize -> hypnotized hypnotize hypnotizing hypnotizes +hypocaust -> hypocaust hypocausts +hypochlorite -> hypochlorite hypochlorites +hypochondriac -> hypochondriac hypochondriacs +hypocrisy -> hypocrisies hypocrisy +hypocrite -> hypocrites hypocrite +hypodermic -> hypodermic hypodermics +hypoglycaemic -> hypoglycaemic hypoglycaemics +hyponym -> hyponyms hyponym +hypopigmentation -> hypopigmentation hypopigmentations +hypostasize -> hypostasize hypostasized hypostasizes hypostasizing +hypothec -> hypothec hypothecs +hypothesis -> hypothesis hypotheses +hypothesise -> hypothesises hypothesised hypothesise hypothesising +hypothesize -> hypothesized hypothesize hypothesizing hypothesizes +hypothetical -> hypothetical hypotheticals +hypotonic -> hypotonic hypotonics +hyrax -> hyraxes hyrax +hy -> hy hys +hysterectomy -> hysterectomy hysterectomies +hysteria -> hysteria hysterias +hysteric -> hysterics hysteric +iac -> iac iacs +iap -> iap iaps +i-band -> i-bands i-band +ibc -> ibc ibcs +iberian -> iberian iberians +ibm-compatible -> ibm-compatible ibm-compatibles +ibmulator -> ibmulators ibmulator +ibo -> ibo ibos +ib -> ib ibs +icam -> icam icams +icbm -> icbm icbms +ice-age -> ice-age ice-ages +iceberg -> iceberg icebergs +ice-block -> ice-blocks ice-block +icebox -> icebox iceboxes +icebreaker -> icebreaker icebreakers +ice-bucket -> ice-bucket ice-buckets +icecap -> icecaps icecap +ice-cap -> ice-cap ice-caps +ice-cavern -> ice-caverns ice-cavern +ice-cliff -> ice-cliffs ice-cliff +ice-core -> ice-core ice-cores +icecream -> icecream icecreams +ice-cream -> ice-cream ice-creams +ice-cube -> ice-cube ice-cubes +ice -> ice iced ices icing +icefall -> icefalls icefall +ice-fall -> ice-falls ice-fall +icefield -> icefield icefields +ice-fisherman -> ice-fishermen ice-fisherman +ice-floe -> ice-floes ice-floe +icehouse -> icehouse icehouses +ice-house -> ice-house ice-houses +icelander -> icelander icelanders +icelandic -> icelandic icelandics +iceland -> iceland icelands +iceman -> iceman icemen +icepack -> icepack icepacks +ice-pack -> ice-pack ice-packs +ice-screw -> ice-screws ice-screw +ice-sheet -> ice-sheet ice-sheets +ice-skater -> ice-skater ice-skaters +ichneumonid -> ichneumonids ichneumonid +ichthyologist -> ichthyologist ichthyologists +ichthyostegid -> ichthyostegids ichthyostegid +icicle -> icicle icicles +icy -> icy icier +icn -> icn icns +icom -> icom icoms +iconoclast -> iconoclasts iconoclast +iconography -> iconography iconographies +icon -> icon icons +icp -> icp icps +icu -> icus icu +idb -> idb idbs +idea -> ideas idea +idealisation -> idealisation idealisations +idealise -> idealise idealising +idealism -> idealism idealisms +idealist -> idealist idealists +idealization -> idealizations idealization +idealize -> idealize idealizing idealizes +ideal -> ideal ideals +ideal-type -> ideal-type ideal-types +ideator -> ideators ideator +idemnite -> idemnite idemnites +identification -> identification identifications +identifier -> identifiers identifier +identify -> identifying identify identified identifies +identity -> identity identities +ident -> ident idents +ideogram -> ideogram ideograms +ideograph -> ideograph ideographs +ideologist -> ideologist ideologists +ideologue -> ideologue ideologues +ideology -> ideologies ideology +ide -> ide ides +id-impulse -> id-impulses id-impulse +idiocy -> idiocy idiocies +idiolect -> idiolect idiolects +idiom -> idiom idioms +idiosyncracy -> idiosyncracies idiosyncracy +idiosyncrasy -> idiosyncrasy idiosyncrasies +idiot -> idiot idiots +idle -> idle idled idling +idler -> idler idlers +idol -> idols idol +idolator -> idolator idolators +idolise -> idolised idolises idolise idolising +idolize -> idolized idolize +ido -> ido idos +id -> id ids +idyll -> idyll idylls +ie -> ie ied ies +ield -> ields ield +ifa -> ifa ifas +if -> if ifs +ig -> igs ig +igfet -> igfets igfet +'igh -> 'igh 'ighest +igloo -> igloo igloos +ignimbrite -> ignimbrites ignimbrite +ignite -> ignites ignite ignited igniting +ignition -> ignition ignitions +ignorance -> ignorance ignorances +ignorant -> ignorant ignorants +ignore -> ignore ignores ignored ignoring +iguana -> iguanas iguana +iguanodon -> iguanodon iguanodons +ih -> ih ihs +iia -> iia iias +iim -> iims iim +ikat -> ikat ikats +ikb -> ikb ikbs +ikon -> ikon ikons +ileach -> ileach ileachs +ileostomy -> ileostomy ileostomies +ileum -> ileum ileums +ilex -> ilex ilexes +ilk -> ilk ilks +ill-effect -> ill-effects ill-effect +illegality -> illegalities illegality +illegal -> illegal illegals +illegit -> illegits illegit +illegitimate -> illegitimate illegitimates +ill-feeling -> ill-feeling ill-feelings +ill-fortune -> ill-fortune ill-fortunes +illicit -> illicit illicits +illiterate -> illiterate illiterates +illite -> illite illites +illness -> illness illnesses +illocution -> illocution illocutions +illogicality -> illogicality illogicalities +ill-omen -> ill-omen ill-omens +ill -> ill ills iller illest +illuminant -> illuminant illuminants +illuminate -> illuminate illuminates illuminating illuminated +illumination -> illumination illuminations +illuminator -> illuminator illuminators +illumine -> illumines illumined illumine +illusionism -> illusionism illusionisms +illusionist -> illusionist illusionists +illusion -> illusion illusions +illustrate -> illustrates illustrated illustrate illustrating +illustration -> illustrations illustration +illustrator -> illustrator illustrators +illya -> illya illyas +illyrian -> illyrian illyrians +ilmenite -> ilmenite ilmenites +ilp -> ilp ilps +il -> il ils +ilya -> ilya ilyas +imagemaker -> imagemakers imagemaker +image-maker -> image-makers image-maker +imagery -> imagery imageries +imager -> imager imagers +image -> image images imaging imaged +imagesetter -> imagesetters imagesetter +imagination -> imagination imaginations +imagine -> imagine imagined imagining imagines +imagineer -> imagineers imagineer imagineering +imagist -> imagists imagist +imago -> imagos imago +imam -> imam imams +imbalance -> imbalance imbalances imbalanced imbalancing +imbecile -> imbecile imbeciles +imbecility -> imbecility imbecilities +imbed -> imbedded imbed imbedding +imbiber -> imbibers imbiber +imbibe -> imbibed imbibing imbibe imbibes +imbricate -> imbricated imbricate imbricating +imbrication -> imbrication imbrications +imbue -> imbued imbue imbues imbuing +ime -> ime imes +imi -> imi imis +imitate -> imitating imitated imitate imitates +imitation -> imitation imitations +imitator -> imitator imitators +immature -> immature immatures +im -> im immed ims +immediacy -> immediacy immediacies +immediate -> immediate immediates +immensity -> immensity immensities +immerse -> immersed immersing immerse immerses +immersion -> immersion immersions +immigrant -> immigrants immigrant +immigrate -> immigrate immigrated +imminent -> imminent imminents +immiserize -> immiserizing immiserized +immobilise -> immobilising immobilised immobilise immobilises +immobiliser -> immobiliser immobilisers +immobilize -> immobilize immobilized immobilizes +immolate -> immolated immolate +immoralist -> immoralists immoralist +immorality -> immorality immoralities +immortalise -> immortalise immortalised immortalising immortalises +immortalize -> immortalize immortalized immortalizing +immortal -> immortal immortals +immovable -> immovable immovables +immoveable -> immoveable immoveables +immunisation -> immunisation immunisations +immunise -> immunise immunised immunising +immunity -> immunity immunities +immunization -> immunization immunizations +immunize -> immunized immunize immunizing +immunoassay -> immunoassay immunoassays +immunoblot -> immunoblotting immunoblots immunoblot immunoblotted +immunochemical -> immunochemicals immunochemical +immunocyte -> immunocytes immunocyte +immunodeficiency -> immunodeficiency immunodeficiencies +immunodiagnostic -> immunodiagnostics immunodiagnostic +immunogen -> immunogens immunogen +immunoglobulin -> immunoglobulin immunoglobulins +immunologist -> immunologist immunologists +immunophenotype -> immunophenotypes immunophenotype +immunoprecipitate -> immunoprecipitated immunoprecipitates immunoprecipitating immunoprecipitate +immunoreactivity -> immunoreactivity immunoreactivities +immunostain -> immunostaining immunostained immunostains +immunosuppressant -> immunosuppressants immunosuppressant +immure -> immured immure +immutable -> immutable immutables +impactor -> impactor impactors +impact -> impact impacts impacted impacting +impairment -> impairments impairment +impair -> impair impairs impaired impairing +impale -> impaled impale impaling impales +impark -> impark imparked +impart -> imparted imparts impart imparting +impeach -> impeached impeach impeaching +impeachment -> impeachment impeachments +impedance -> impedance impedances +impede -> impede impedes impeded impeding +impediment -> impediment impediments +impel -> impelled impelling impel impels +imperative -> imperative imperatives +imperfection -> imperfection imperfections +imperialist -> imperialist imperialists +imperial -> imperial imperials +imperil -> imperilled imperils imperil imperilling +impersonate -> impersonating impersonates impersonated impersonate +impersonation -> impersonation impersonations +impersonator -> impersonator impersonators +impertinence -> impertinence impertinences +impinge -> impinge impinged impinges +impingement -> impingement impingements +implant -> implanted implant implanting implants +implantation -> implantation implantations +implausibility -> implausibility implausibilities +implementation -> implementation implementations +implement -> implement implemented implementing implements +implementer -> implementers implementer +implementor -> implementor implementors +implicate -> implicated implicate implicates implicating +implication -> implications implication +implicature -> implicature implicatures +imply -> implying implied implies imply +impliment -> implimenting impliments +implode -> implodes implode imploded imploding +implore -> implores implore imploring implored +imploy -> imploy imployed +imponderable -> imponderable imponderables +importance -> importance importances +importation -> importation importations +import -> import imported importing imports +importer -> importer importers +importune -> importune importuned importuning +importunity -> importunity importunities +imposer -> imposer imposers +impose -> imposed imposes impose imposing +imposition -> imposition impositions +impossibility -> impossibility impossibilities +impost -> imposts impost +imposter -> imposter imposters +impostor -> impostors impostor +imposture -> imposture impostures +impound -> impounded impound impounding impounds +impoundment -> impoundment impoundments +impoverish -> impoverish impoverishes impoverishing +impracticality -> impracticality impracticalities +imprecation -> imprecations imprecation +imprecision -> imprecision imprecisions +impregnate -> impregnate impregnated impregnating impregnates +impresario -> impresario impresarios +impressario -> impressarios impressario +impress -> impress impresses impressing +impression -> impressions impression +impressionist -> impressionist impressionists +imprint -> imprinted imprint imprinting imprints +imprison -> imprisoned imprison imprisoning imprisons +imprisonment -> imprisonment imprisonments +improbability -> improbability improbabilities +improbable -> improbable improbables +impromptu -> impromptus impromptu +impropriety -> impropriety improprieties +improve -> improved improve improving improves +improvement -> improvement improvements +improver -> improver improvers +improvisation -> improvisation improvisations +improvise -> improvising improvise improvised improvises +improviser -> improvisers improviser +improvization -> improvization improvizations +improvment -> improvment improvments +imp -> imp imps +impugn -> impugned impugning impugn impugns +impulse -> impulse impulses +impulsion -> impulsion impulsions +impurity -> impurity impurities +imputation -> imputation imputations +impute -> impute imputed imputes imputing +imr -> imrs imr +inability -> inability inabilities +inaccuracy -> inaccuracies inaccuracy +inaction -> inaction inactions +inactivate -> inactivate inactivates inactivated inactivating +inadequacy -> inadequacy inadequacies +inadequate -> inadequate inadequates +inamorata -> inamorata inamoratas +inanimate -> inanimate inanimates +inanity -> inanity inanities +inarticulate -> inarticulate inarticulated inarticulates +inat -> inats inat +inaugurate -> inaugurating inaugurated inaugurate inaugurates +inauguration -> inauguration inaugurations +in-between -> in-between in-betweens +inbreeding -> inbreeding inbreedings +incandescent -> incandescent incandescents +incandesce -> incandesce incandescing incandesced +incant -> incanted incant incanting +incantation -> incantation incantations +incapability -> incapabilities incapability +incapacitate -> incapacitated incapacitate incapacitates incapacitating +incapacity -> incapacity incapacities +incarcerate -> incarcerating incarcerated incarcerate +incarceration -> incarceration incarcerations +incarnadine -> incarnadined incarnadine +incarnate -> incarnates incarnate incarnated incarnating +incarnation -> incarnation incarnations +inca -> inca incas +incase -> incases incase +incendiary -> incendiary incendiaries +incense -> incense incenses incensed +incentive -> incentive incentives +incept -> incepted incept +inception -> inception inceptions +inch -> inch inches inched inching +incidence -> incidence incidences +incidental -> incidental incidentals +incident -> incident incidents +incinerate -> incinerated incinerate incinerating incinerates +incinerator -> incinerator incinerators +incipit -> incipit incipits +incise -> incise incising incised +incision -> incision incisions +incisor -> incisor incisors +incitement -> incitement incitements +inciter -> inciter inciters +incite -> incite inciting incites +incivility -> incivility incivilities +inclination -> inclination inclinations +incline -> incline inclines inclining +inclose -> inclose inclosing inclosed +inclosure -> inclosures inclosure +includer -> includers includer +include -> include includes included including +inclusion -> inclusion inclusions +incognito -> incognito incognitos +incoherence -> incoherence incoherences +incohesion -> incohesions incohesion +income-beneficiary -> income-beneficiaries income-beneficiary +income-earner -> income-earner income-earners +incomer -> incomers incomer +income -> income incomes incoming +incommode -> incommode incommoded incommoding +incompatibility -> incompatibility incompatibilities +incompatible -> incompatible incompatibles +incompetence -> incompetence incompetences +incompetent -> incompetent incompetents +incomprehend -> incomprehending incomprehended +inconclusive -> inconclusive inconclusives +incongruity -> incongruity incongruities +inconsistency -> inconsistency inconsistencies +inconvenience -> inconvenience inconveniences inconvenienced inconveniencing +incorporate -> incorporates incorporate incorporated incorporating +incorporation -> incorporation incorporations +incorrect -> incorrect incorrects +incorruptible -> incorruptible incorruptibles +increa -> increas increa +increase -> increases increase increased increasing +incrementalism -> incrementalism incrementalisms +incremental -> incremental incrementals +increment -> incremented increments increment incrementing +incriminate -> incriminate incriminated incriminates +incrimination -> incrimination incriminations +incrustation -> incrustation incrustations +inc -> inc incs +incubate -> incubating incubate incubated incubates +incubation -> incubation incubations +incubator -> incubators incubator +inculcate -> inculcating inculcated inculcates inculcate +incumbency -> incumbency incumbencies +incumbent -> incumbents incumbent +incumbrance -> incumbrances incumbrance +incunable -> incunables incunable +incurable -> incurable incurables +incur -> incur incurred incurring incurs +incursion -> incursions incursion +incurve -> incurved incurving +inde -> indes inde +indecency -> indecency indecencies +indecision -> indecision indecisions +indemnify -> indemnify indemnified indemnifies indemnifying +indemnifier -> indemnifiers indemnifier +indemnity -> indemnity indemnities +indent -> indented indent indents indenting +indentation -> indentation indentations +indenter -> indenter indenters +indentify -> indentified indentify indentifying +indentity -> indentity indentities +indenture -> indentured indenture indentures +independent -> independent independents +indeterminacy -> indeterminacy indeterminacies +indeterminist -> indeterminist indeterminists +indexer -> indexers indexer +indexical -> indexical indexicals +indiaman -> indiaman indiamen +indian -> indian indians +indicate -> indicates indicate indicated indicating +indication -> indications indication +indicator -> indicator indicators +index -> index indices indexing indexed indexes +indict -> indict indicted indicts indicting +indictment -> indictment indictments +indie-kid -> indie-kids indie-kid +indienne -> indienne indiennes +indigent -> indigent indigents +indignity -> indignity indignities +indigo -> indigo indigos +indiscernible -> indiscernible indiscernibles +indiscipline -> indiscipline indisciplined +indiscretion -> indiscretion indiscretions +indiscriminate -> indiscriminate indiscriminating +indispensable -> indispensable indispensables +indisposition -> indispositions indisposition +individualise -> individualising individualise individualises +individualist -> individualists individualist +individuality -> individuality individualities +individualize -> individualizing individualize +individual -> individual individuals +individuate -> individuated individuate individuating individuates +indivisibility -> indivisibility indivisibilities +indivisible -> indivisible indivisibles +indoctrinate -> indoctrinate indoctrinated indoctrinating indoctrinates +indonesian -> indonesian indonesians +indorse -> indorses indorsed +indrawing -> indrawings indrawing +ind -> ind inds inding +induce -> induced induce induces inducing +inducement -> inducements inducement +inducer -> inducers inducer +inductance -> inductance inductances +induct -> induct inducted inducting +induction -> induction inductions +inductivist -> inductivist inductivists +inductor -> inductors inductor +indulge -> indulge indulged indulges indulging +indulgence -> indulgence indulgences +indulger -> indulger indulgers +indult -> indult indults +indurate -> indurated indurate +industriale -> industriale industriales +industrialise -> industrialise industrialising industrialises +industrialist -> industrialist industrialists +industrialize -> industrialize industrializing industrializes +industrial -> industrial industrials +industry -> industry industries +indwell -> indwells indwell +inebriate -> inebriate inebriates inebriating +ineducable -> ineducable ineducables +inefficiency -> inefficiency inefficiencies +ineligible -> ineligible ineligibles +ineptitude -> ineptitude ineptitudes +inequality -> inequalities inequality +inequity -> inequities inequity +inertial -> inertial inertials +inertia -> inertia inertias +inessential -> inessential inessentials +inevitability -> inevitability inevitabilities +inexactitude -> inexactitudes inexactitude +inexplicability -> inexplicability inexplicabilities +infamy -> infamy infamies +infanta -> infanta infantas +infantilise -> infantilised infantilising infantilises +infantilize -> infantilizing infantilized +infantryman -> infantrymen infantryman +infant -> infant infants +infarction -> infarction infarctions +infarct -> infarct infarcts +infatuation -> infatuation infatuations +infect -> infected infecting infect infects +infection -> infection infections +infective -> infective infectives +infecton -> infecton infectons +inference -> inference inferences inferencing +inferiority -> inferiority inferiorities +inferior -> inferior inferiors +inferno -> inferno infernos +infer -> infer inferred inferring infers +infestation -> infestation infestations +infest -> infested infests infest infesting +infidel -> infidels infidel +infidelity -> infidelities infidelity +infield -> infield infields +in-fight -> in-fights in-fight +infill -> infill infills +infiltrate -> infiltrate infiltrated infiltrating infiltrates +infiltration -> infiltration infiltrations +infiltrator -> infiltrator infiltrators +infinity -> infinity infinities infinitys +infinitive -> infinitives infinitive +infinitude -> infinitude infinitudes +infirmary -> infirmary infirmaries +infirmity -> infirmities infirmity +inflame -> inflame inflames inflaming +inflammation -> inflammation inflammations +inflatable -> inflatable inflatables +inflate -> inflated inflating inflates inflate +inflation -> inflation inflations +inflection -> inflection inflections +inflect -> inflected inflects inflect +inflexibility -> inflexibility inflexibilities +inflexion -> inflexion inflexions +inflict -> inflicting inflicted inflict inflicts +infliction -> infliction inflictions +inflight -> inflight inflights +inflorescence -> inflorescence inflorescences +inflow -> inflow inflows inflowing +influence -> influenced influence influences influencing +influencer -> influencers influencer +influential -> influential influentials +influx -> influx influxes +infobox -> infoboxes infobox +infolding -> infolding infoldings +inform -> informed inform informing informs +informal -> informal informals +informant -> informant informants +information-giver -> information-giver information-givers +information -> information informations +informer -> informers informer +infosheet -> infosheets infosheet +infraction -> infractions infraction +infrastructure -> infrastructure infrastructures +infringe -> infringed infringe infringing infringer infringes +infringement -> infringement infringements +infuriate -> infuriated infuriates infuriate infuriating +infuse -> infused infuse infusing infuses +infusion -> infusion infusions +infusorian -> infusorians infusorian +ingall -> ingalls ingall +ingather -> ingathered ingather +ingebrigtsen -> ingebrigtsen ingebrigtsens +ingenuity -> ingenuity ingenuities +ingestion -> ingestion ingestions +ingest -> ingested ingests ingesting +ingham -> ingham inghams +ingle-nook -> ingle-nooks ingle-nook +ingle -> ingle ingles +inglese -> ingleses inglese +ingot -> ingots ingot +ingrate -> ingrates ingrate +ingratiate -> ingratiate ingratiated ingratiates +ingratiation -> ingratiations ingratiation +ingratitude -> ingratitude ingratitudes +ingredient -> ingredient ingredients +ingression -> ingressions ingression +ingrow -> ingrowing ingrow ingrown +ingrowth -> ingrowths ingrowth +ing -> ing ings ingest +inhabit -> inhabits inhabit inhabited inhabiting +inhabitant -> inhabitant inhabitants +inhalant -> inhalants inhalant +inhalation -> inhalation inhalations +inhale -> inhaled inhale inhaling inhales +inhaler -> inhaler inhalers +inhe -> inhes inhe +inher -> inhering inhered +inhere -> inhere inheres +inherit -> inherited inherit inheriting inherits +inheritance -> inheritance inheritances +inheritor -> inheritor inheritors +inhibiter -> inhibiters inhibiter +inhibit -> inhibit inhibiting inhibits inhibited +inhibition -> inhibitions inhibition +inhibitor -> inhibitor inhibitors +inhomogeneity -> inhomogeneity inhomogeneities +in-hour -> in-hours in-hour +inhumation -> inhumations inhumation +iniquity -> iniquity iniquities +initialise -> initialised initialises initialise initialising +initialize -> initialized initialize initializing +initial -> initial initials initialled initialling +initiand -> initiands initiand +initiate -> initiated initiate initiates initiating +initiation -> initiation initiations +initiative -> initiatives initiative +initiator -> initiators initiator +injectable -> injectable injectables +inject -> injecting injected inject injects +injection -> injections injection +injector -> injectors injector +in-joke -> in-jokes in-joke +injunct -> injuncted injunct +injunction -> injunctions injunction +injun -> injun injuns +injure -> injured injuring injure injures +injury -> injuries injury +injustice -> injustice injustices +inky -> inky inkies +inkjet -> inkjet inkjets +inkling -> inkling inklings +inkpot -> inkpot inkpots +ink -> ink inks inked inking +inkwell -> inkwell inkwells +in-law -> in-law in-laws +inlay -> inlay inlays inlaying +inlcude -> inlcuding inlcude +inlet -> inlet inlets +inlier -> inliers inlier +inmate -> inmates inmate +in-migrant -> in-migrants in-migrant +inner-city -> inner-city inner-cities +inner -> inner inners +innervate -> innervated innervate innervates innervating +innervation -> innervation innervations +inniskilling -> inniskillings inniskilling +innkeeper -> innkeepers innkeeper +inn-keeper -> inn-keeper inn-keepers +innocent -> innocent innocents +innoculation -> innoculations innoculation +innovate -> innovate innovates innovated innovating +innovation -> innovations innovation +innovator -> innovators innovator +inn -> inn inns +innuendo -> innuendo innuendos +inoculant -> inoculant inoculants +inoculate -> inoculated inoculate inoculating inoculates +inoculation -> inoculation inoculations +inoculator -> inoculators inoculator +in-off -> in-off in-offs +inorganic -> inorganic inorganics +inpatient -> inpatient inpatients +in-patient -> in-patient in-patients +input -> inputs input inputted inputting +in-put -> in-puts in-put +input-output -> input-output input-outputs +inquest -> inquest inquests +inquiline -> inquilines inquiline +inquire -> inquire inquired inquiring inquires +inquirer -> inquirer inquirers +inquiry -> inquiry inquiries +inquisition -> inquisition inquisitions +inquisitor -> inquisitor inquisitors +inroad -> inroads inroad +inrush -> inrush inrushes +in -> in ins inned +insanity -> insanity insanities +inscribe -> inscribed inscribing inscribe inscribes +inscription -> inscription inscriptions +insect-eater -> insect-eaters insect-eater +insecticide -> insecticide insecticides +insectivore -> insectivores insectivore +insectoverdin -> insectoverdin insectoverdins +insect -> insect insects insected +insecurity -> insecurity insecurities +inseminate -> inseminated inseminate +insemination -> insemination inseminations +inseminator -> inseminator inseminators +insensitivity -> insensitivity insensitivities +inseparable -> inseparable inseparables +insert -> insert inserted inserting inserts +insertion -> insertion insertions +in-service -> in-service in-services +inset -> inset insetting insets +inside-forward -> inside-forward inside-forwards +inside-left -> inside-left inside-lefts +insider -> insiders insider +inside -> inside insides +insight -> insight insights +insinuate -> insinuating insinuate insinuated insinuates +insinuation -> insinuation insinuations +insistence -> insistence insistences +insist -> insisted insisting insist insists +insole -> insole insoles +insoluble -> insoluble insolubles +insolvency -> insolvency insolvencies +insolvent -> insolvent insolvents +insomniac -> insomniacs insomniac +inspect -> inspect inspected inspects inspecting +inspecteur -> inspecteur inspecteurs +inspection -> inspection inspections +inspectorate -> inspectorate inspectorates +inspector-general -> inspector-general inspector-generals +inspector -> inspector inspectors +inspiral -> inspiral inspirals +inspiration -> inspirations inspiration +inspire -> inspire inspired inspires inspiring +inspirer -> inspirer inspirers +inspirit -> inspiriting inspirited +inspissate -> inspissating inspissated +insp -> insp insps +instability -> instability instabilities +installationist -> installationists installationist +installation -> installation installations +installer -> installer installers +install -> installed installing install installs +installment -> installments installment +instalment -> instalments instalment +instance -> instance instancing instanced instances +instantiate -> instantiate instantiating instantiated instantiates +instantiation -> instantiation instantiations +instant -> instant instants +instar -> instars instar +instate -> instated instating instate +inst -> inst insted +instep -> instep insteps +instigate -> instigate instigated instigating instigates +instigation -> instigation instigations +instigator -> instigators instigator +instillation -> instillation instillations +instil -> instilled instilling instil instils +instill -> instill instills +instinct -> instinct instincts +institute -> institute instituted institutes instituting +institutionalise -> institutionalising institutionalises institutionalise +institutionalize -> institutionalized institutionalize institutionalizing institutionalizes +institutional -> institutional institutionals +institutione -> institutione institutiones +institution -> institution institutions +instonian -> instonians instonian +instruct -> instructs instructed instruct instructing +instruction -> instructions instruction instructioning +instructor -> instructors instructor +instrumentalist -> instrumentalists instrumentalist +instrumentality -> instrumentality instrumentalities +instrumental -> instrumental instrumentals +instrumentation -> instrumentation instrumentations +instrument-maker -> instrument-maker instrument-makers +instrument -> instrument instruments instrumented instrumenting +insubordinate -> insubordinate insubordinates +insufficiency -> insufficiency insufficiencies +insufflation -> insufflations insufflation +insulate -> insulated insulating insulate insulates +insulation -> insulation insulations +insulator -> insulator insulators +insulinoma -> insulinoma insulinomas +insulin -> insulin insulins +insult -> insult insulted insults insulting +insurance -> insurance insurances +insure -> insured insure insures insuring +insurer -> insurers insurer +insurgency -> insurgency insurgencies +insurgent -> insurgents insurgent +insurrection -> insurrections insurrection +insurrectionary -> insurrectionary insurrectionaries +insurrectionist -> insurrectionists insurrectionist +inswinger -> inswinger inswingers +inswing -> inswing inswinging +intaglio -> intaglio intaglios +intake -> intake intakes +intangible -> intangible intangibles +integer -> integer integers +integral -> integral integrals +integrand -> integrands integrand +integrate -> integrate integrating integrated integrates +integrationist -> integrationist integrationists +integration -> integration integrations +integrator -> integrator integrators +integrin -> integrins integrin +integument -> integument integuments +intellect -> intellect intellects +intellectualise -> intellectualise intellectualising +intellectual -> intellectual intellectuals +intelligence -> intelligence intelligences +intelligentsia -> intelligentsia intelligentsias +intelloid -> intelloid intelloids +intend -> intended intend intends intending +intendant -> intendant intendants +intendency -> intendency intendencies +intens -> intensest intenser +intensification -> intensification intensifications +intensifier -> intensifiers intensifier +intensify -> intensified intensifying intensifies intensify +intension -> intension intensions +intensity -> intensity intensities +intent -> intents intent +intention -> intention intentions +interact -> interacts interact interacting interacted +interactionist -> interactionist interactionists +interaction -> interaction interactions +interbreed -> interbreed interbreeding interbreeds +intercalate -> intercalates intercalated intercalating +intercalator -> intercalator intercalators +intercede -> intercedes interceding intercede interceded +intercept -> intercept intercepted intercepting intercepts +interception -> interception interceptions +interceptor -> interceptor interceptors +intercession -> intercession intercessions +intercessor -> intercessors intercessor +interchange -> interchange interchanged interchanges +inter-club -> inter-club inter-clubs +intercommunication -> intercommunication intercommunications +inter-company -> inter-company inter-companies +intercom -> intercom intercoms +inter-connection -> inter-connections inter-connection +interconnection -> interconnection interconnections +interconnector -> interconnector interconnectors +interconnect -> interconnected interconnects interconnect +interconversion -> interconversions interconversion +interconvert -> interconverting interconverted +intercorrelation -> intercorrelations intercorrelation +intercounty -> intercounty intercounties +inter-county -> inter-county inter-counties +intercrop -> intercrop intercropped +intercut -> intercut intercuts intercutting +interdependency -> interdependency interdependencies +interdict -> interdicting interdict interdicts interdicted +interdiction -> interdiction interdictions +interdigitate -> interdigitate interdigitates interdigitating +interest -> interests interest interested interesting +interest-group -> interest-groups interest-group +interest-rate -> interest-rate interest-rates +interface -> interface interfaces interfaced interfacing +interfere -> interfering interfere interferes interfered +interference -> interference interferences +interferogram -> interferogram interferograms +interferometer -> interferometers interferometer +interferon -> interferon interferons +interfer -> interfers interferring +interfield -> interfield interfields +interfluve -> interfluve interfluves +inter-glacial -> inter-glacials inter-glacial +interglacial -> interglacial interglacials +intergroup -> intergroup intergroups +interim -> interim interims +interiorise -> interiorise interiorising interiorised +interiorize -> interiorizing interiorized +interior -> interior interiors +inter-island -> inter-island inter-islands +interject -> interject interjected interjects interjecting +interjection -> interjection interjections +interlace -> interlacing interlace +interlard -> interlarded interlarding interlards +interlayer -> interlayer interlayers +interleave -> interleaved interleaving interleave +interleukin -> interleukin interleukins +interline -> interline interlines interlined +interlink -> interlinking interlink interlinks interlinked +interlinkage -> interlinkages interlinkage +interlock -> interlocks interlock interlocked +interlocking -> interlocking interlockings +interlocutor -> interlocutor interlocutors +interloper -> interlopers interloper +interlude -> interlude interludes +intermarriage -> intermarriage intermarriages +intermarry -> intermarry intermarried intermarrying +intermeddle -> intermeddle intermeddling +intermediary -> intermediaries intermediary +intermediate -> intermediate intermediates intermediated intermediating +interment -> interment interments +intermesh -> intermeshed intermesh intermeshing +intermezzo -> intermezzo intermezzos +intermingle -> intermingled intermingle intermingling +intermission -> intermission intermissions +intermix -> intermix intermixed intermixing +intern -> interned intern interning interns +internalisation -> internalisation internalisations +internalise -> internalised internalises internalise internalising +internalist -> internalist internalists +internality -> internalities internality +internalization -> internalization internalizations +internalize -> internalize internalized internalizes internalizing +internal -> internal internals +internationale -> internationale internationales +internationalise -> internationalise internationalising internationalised +internationalist -> internationalist internationalists +internationalize -> internationalized internationalize internationalizing +international -> international internationals +internation -> internation internations +internee -> internees internee +internetwork -> internetworking internetworks internetwork +interneuron -> interneurons interneuron +internment -> internment internments +internode -> internodes internode +internship -> internship internships +interoperate -> interoperate interoperates interoperating +interpellate -> interpellated interpellates +interpellation -> interpellations interpellation +interpenetrate -> interpenetrates interpenetrate interpenetrating interpenetrated +interpenetration -> interpenetration interpenetrations +interplant -> interplanted interplant +interplay -> interplay interplays +interpolate -> interpolating interpolate interpolates interpolated +interpolationist -> interpolationists interpolationist +interpolation -> interpolation interpolations +interpose -> interposes interposed interpose interposing +interpret -> interpreted interpret interpreting interprets +interpretation-computation -> interpretation-computations interpretation-computation +interpretation -> interpretation interpretations +interpreter -> interpreters interpreter +inter-pro -> inter-pro inter-pros +inter-provincial -> inter-provincial inter-provincials +inter-rater -> inter-rater inter-raters +inter-react -> inter-react inter-reacts +inter -> inter interred interring +interregnum -> interregnum interregnums +inter-relate -> inter-relate inter-related inter-relates +interrelate -> interrelate interrelating interrelates +inter-relation -> inter-relations inter-relation +interrelation -> interrelation interrelations +interrelationship -> interrelationship interrelationships +inter-relationship -> inter-relationship inter-relationships +interrogate -> interrogate interrogated interrogates interrogating +interrogation -> interrogation interrogations +interrogative -> interrogative interrogatives +interrogator -> interrogator interrogators +interrogatory -> interrogatories interrogatory +interrupt -> interrupting interrupted interrupts interrupt +interrupter -> interrupters interrupter +interruption -> interruptions interruption +inter-school -> inter-school inter-schools +intersect -> intersects intersected intersect intersecting +intersection -> intersection intersections intersectioning +intersegmental -> intersegmental intersegmentals +intersex -> intersex intersexing intersexes +interspace -> interspaced interspace interspaces +intersperse -> interspersed interspersing intersperses intersperse +interstate -> interstate interstates +intersystem -> intersystems intersystem +intertext -> intertext intertexts +intertwine -> intertwine intertwined +inter-university -> inter-university inter-universities +interval -> interval intervals +intervene -> intervene intervened intervenes intervening +intervener -> interveners intervener +interventionist -> interventionist interventionists +intervention -> intervention interventions +interviewee -> interviewee interviewees +interviewer -> interviewers interviewer +interview-room -> interview-room interview-rooms +interview -> interview interviews interviewed interviewing +inter-view -> inter-viewed inter-views +interwar -> interwar interwarring +interweave -> interweave interweaves +interweaving -> interweavings interweaving +intestate -> intestate intestates +intestine -> intestines intestine +intial -> intials intial +intiative -> intiative intiatives +intimacy -> intimacy intimacies +intimate -> intimate intimated intimating intimates +intimation -> intimations intimation +intime -> intime intimes +intimidate -> intimidate intimidated intimidating intimidates +intimidation -> intimidation intimidations +intolerance -> intolerance intolerances +intonation -> intonation intonations +intone -> intoned intones intone +intoxicant -> intoxicant intoxicants +intoxicate -> intoxicated intoxicate intoxicates +intr -> intrest intr +intrada -> intradas intrada +intransigent -> intransigent intransigents +intrant -> intrants intrant +in-tray -> in-tray in-trays +intreat -> intreating intreated +intricacy -> intricacies intricacy +intricate -> intricate intricating +intriguer -> intriguer intriguers +intrigue -> intrigued intrigues intrigue +intrinsic -> intrinsic intrinsics +introducer -> introducer introducers +introduce -> introduced introducing introduce introduces introduceing +introduction -> introduction introductions +introject -> introject introjects introjected introjecting +intron -> introns intron +intro -> intro intros +introspect -> introspect introspecting introspects +introspection -> introspection introspections +introvert -> introverted introvert introverts +intruder -> intruders intruder +intrude -> intrude intruding intruded intrudes +intrusion -> intrusions intrusion +intrusive -> intrusive intrusives +intubate -> intubated intubate +intubation -> intubation intubations +intuit -> intuit intuiting intuited intuits +intuitionist -> intuitionists intuitionist +intuition -> intuition intuitions +intv -> intv intvs +inu -> inu inuest +inuit -> inuit inuits +inundate -> inundated inundating inundate inundates +inundation -> inundation inundations +inure -> inured inure +inutile -> inutile inutiles +invade -> invaded invade invades invading +invader -> invaders invader +invaginate -> invaginates invaginating invaginated +invagination -> invagination invaginations +invalidate -> invalidating invalidated invalidate invalidates +invalide -> invalided invalides +invalid -> invalid invalids +invariant -> invariant invariants +invasion -> invasion invasions +invective -> invectives invective +inveigh -> inveigh inveighed inveighing inveighs +inveigle -> inveigle inveigled inveigling +invent -> invented invent inventing invents +invention -> invention inventions +inventor -> inventor inventors +inventory -> inventories inventory inventoried +inverse -> inverse inverses +inversion -> inversion inversions +invertebrate -> invertebrate invertebrates +inverter -> inverters inverter +invert -> invert inverts inverting +investigate -> investigate investigated investigating investigates +investigation -> investigation investigations +investigator -> investigator investigators +invest -> invested investing invests invest +investiture -> investiture investitures +investment -> investments investment +investor -> investors investor +invigilate -> invigilate invigilated +invigilator -> invigilator invigilators +invigorate -> invigorate invigorated invigorates +invisible -> invisible invisibles +invitation -> invitation invitations +invite -> invited invite invites inviting +invitee -> invitees invitee +invocation -> invocation invocations +invoice -> invoices invoice invoiced invoicing +invoke -> invokes invoked invoking invoke +involute -> involute involutes +involve -> involve involved involving involves +involvement -> involvement involvements +iodide -> iodide iodides +iodophor -> iodophors iodophor +iofc -> iofcs iofc +ion -> ions ion +ion-exchange -> ion-exchange ion-exchanges +ionian -> ionian ionians +ionise -> ionising ionise ionised ionises +ioniser -> ionisers ioniser +ionization -> ionization ionizations +ionize -> ionizing ionize ionized ionizes +ionomer -> ionomer ionomers +ionophore -> ionophores ionophore +io -> io ios +iota -> iota iotas +iou -> ious iou +ip -> ips ip +ipo -> ipo ipos +ipp -> ipps ipp +ippon -> ippon ippons +i-preserve -> i-preserve i-preserves +ipr -> ipr iprs +ipso -> ipso ipsos +ipswichian -> ipswichians ipswichian +i-pursue -> i-pursue i-pursues +ipx -> ipx ipxs +iranian -> iranian iranians +iraqi -> iraqi iraqis +irc -> irc ircs +irian -> irian irians +iridologist -> iridologist iridologists +irise -> irising irised +iris -> iris irises +irish-american -> irish-americans irish-american +irishman -> irishman irishmen +irishwoman -> irishwoman irishwomen +irk -> irks irked irk +iron -> ironing iron ironed irons +iron-centre -> iron-centres iron-centre +ironclad -> ironclad ironclads +ironclaw -> ironclaw ironclaws +ironer -> ironer ironers +iron-filing -> iron-filings iron-filing +ironfounder -> ironfounder ironfounders +iron-founder -> iron-founder iron-founders +irony -> irony ironies +ironise -> ironises ironising +ironist -> ironists ironist +ironmaster -> ironmasters ironmaster +ironmonger -> ironmonger ironmongers +ironstone -> ironstone ironstones +ironworker -> ironworkers ironworker +ironwork -> ironwork ironworks ironworking +irp -> irps irp +irradiate -> irradiating irradiate irradiates +irradiation -> irradiation irradiations +irrationality -> irrationality irrationalities +irrational -> irrational irrationals +irreconcilable -> irreconcilable irreconcilables +irredeemable -> irredeemable irredeemables +irredentist -> irredentist irredentists +irreducibility -> irreducibility irreducibilities +irreducible -> irreducible irreducibles +irregularity -> irregularity irregularities +irregular -> irregular irregulars +irrelevance -> irrelevance irrelevances +irrelevancy -> irrelevancies irrelevancy +irresolution -> irresolutions irresolution +irreverent -> irreverent irreverents +irrigate -> irrigate irrigating irrigates irrigated +irrigation -> irrigation irrigations +irritant -> irritant irritants +irritate -> irritate irritated irritates irritating +irritation -> irritation irritations +irr -> irr irrs +irrupt -> irrupts irrupt irrupted irrupting +irruption -> irruption irruptions +isbister -> isbister isbisters +isdn -> isdn isdns +ish -> ish ished +islamist -> islamist islamists +islander -> islanders islander +island -> island islands islanded islanding +isla -> isla islas +isle -> isles isle +islesman -> islesman islesmen +islet -> islets islet +ism -> ism isms +isobar -> isobars isobar +isochron -> isochrons isochron +isoenzyme -> isoenzyme isoenzymes +isoform -> isoform isoforms +isolate -> isolated isolate isolates isolating +isolationist -> isolationist isolationists +isolation -> isolation isolations +isolator -> isolators isolator +isolde -> isolde isoldes +isomer -> isomers isomer +isomerisation -> isomerisation isomerisations +isomerism -> isomerism isomerisms +isometric -> isometric isometrics +isometry -> isometries isometry +isopach -> isopach isopachs +isopod -> isopods isopod +iso-reflectance -> iso-reflectance iso-reflectances +iso -> iso isos +isotherm -> isotherms isotherm +isotope -> isotope isotopes +isotype -> isotypes isotype +isozymogen -> isozymogens isozymogen +israeli -> israeli israelis +israelite -> israelites israelite +isr -> isr isrs +issachar -> issachar issachars +issac -> issac issacs +issaq -> issaq issaqs +iss -> iss issed +issuance -> issuance issuances +issue -> issues issue issued issuing +issuer -> issuers issuer +ist -> ist ists isted +isue -> isue isued +isv -> isvs isv +itac -> itacs itac +italian -> italian italians +italic -> italics italic +italicise -> italicised italicising italicise +italicize -> italicized italicizing italicize italicizes +itch -> itched itch itching itches +itchy -> itchy itchiest +itemise -> itemised itemise itemising itemises +itemize -> itemizing itemize itemized itemizes +item -> item items +iterate -> iterating iterate iterates +iteration -> iterations iteration +iterative -> iterative iteratives +ity -> ity ities +itinerant -> itinerant itinerants +itinerary -> itinerary itineraries +itinerate -> itinerate itinerating itinerated +it -> it its 't +'it -> 'it 'its +iucd -> iucd iucds +iud -> iud iuds +iva -> ivas iva +ivamy -> ivamy ivamys +ivar -> ivar ivars +ivy -> ivy ivies +ivory -> ivory ivories +iwa -> iwas iwa +ixmarite -> ixmarite ixmarites +ixmaritian -> ixmaritians ixmaritian +ixora -> ixora ixoras +iie -> iie iying +iy -> iy iys +izenour -> izenour izenours +'j -> 'jed 'j +jab -> jab jabbed jabs jabbing +jabber -> jabbered jabbering jabber jabbers +jabberwocky -> jabberwocky jabberwockies +jabberwock -> jabberwock jabberwocks +jabir -> jabir jabirs +jacana -> jacanas jacana +jacaranda -> jacaranda jacarandas +jackal -> jackals jackal +jackboot -> jackboot jackboots +jackdaw -> jackdaw jackdaws +jackete -> jacketed jacketing +jacket -> jacket jackets +jackhammer -> jackhammer jackhammers +jack-in-the-box -> jack-in-the-box jack-in-the-boxes +jackknife -> jackknife jackknifed +jack-knife -> jack-knife jack-knifes +jackman -> jackman jackmans +jacknife -> jacknife jacknifed +jackplug -> jackplugs jackplug +jack-pot -> jack-pots jack-pot +jackpot -> jackpot jackpots +jackrock -> jackrocks jackrock +jack -> jack jacks jacked jacking +jacobean -> jacobean jacobeans +jacobin -> jacobin jacobins +jacobite -> jacobite jacobites +jacquard -> jacquard jacquards +jade -> jade jades jading +jaeger -> jaeger jaegers +jafaar -> jafaar jafaars +jagellonian -> jagellonian jagellonians +jagiellonian -> jagiellonians jagiellonian +jag -> jag jags jagging +jaguar -> jaguar jaguars +jail -> jailed jail jails jailing +jailbird -> jailbird jailbirds +jailer -> jailers jailer +jake -> jake jakes +jalopy -> jalopies jalopy +jalousy -> jalousies jalousy +jamaat -> jamaats jamaat +jamaican -> jamaican jamaicans +jambe -> jambe jambes +jamboree -> jamboree jamborees +jamb -> jamb jambs +jameson -> jameson jamesons +jamjar -> jamjars jamjar +jam-jar -> jam-jars jam-jar +jammer -> jammer jammers +jammy -> jammy jammiest +jam -> jam jams jammed jamming +jangle -> jangle jangling jangled jangles +janissary -> janissaries janissary +janitor -> janitor janitors +jansenist -> jansenists jansenist +jansen -> jansen jansens +janssen -> janssen janssens +japanese-american -> japanese-americans japanese-american +japan -> japan japanned japanning +jape -> jape japes +jap -> jap japs +jar -> jarring jar jars jarred +jargon -> jargon jargoning jargons +jarmusch -> jarmuschs jarmusch +jasmine -> jasmine jasmines +jasper -> jasper jaspers +jate -> jates jate +jaundice -> jaundice jaundicing jaundices +jaune -> jaune jaunes +jaunt -> jaunt jaunts jaunted +java -> java javas +javelin -> javelin javelins +jaw-bone -> jaw-bones jaw-bone +jawbone -> jawbone jawbones +jawline -> jawline jawlines +jaw-line -> jaw-line jaw-lines +jaw -> jaw jaws jawed jawing +jaye -> jaye jayes +jayhawk -> jayhawk jayhawks +jay -> jay jays +jazzer -> jazzers jazzer +jazzy -> jazzy jazzier +jaz -> jazzed jazzing jaz +jazzmaster -> jazzmaster jazzmasters +jazzman -> jazzman jazzmen +j-boat -> j-boats j-boat +j-cloth -> j-cloth j-cloths +jealousy -> jealousy jealousies +jeane -> jeane jeanes +jebel -> jebel jebels +jeep -> jeep jeeps +jeer -> jeered jeer jeers jeering +jeffery -> jeffery jefferies +jekyll -> jekyll jekylls +jelf -> jelf jelfs +jell -> jell jelling jelled +jelly -> jellies jelly jellied jellys +jelly-baby -> jelly-baby jelly-babies +jellybean -> jellybean jellybeans +jellyfish -> jellyfish jellyfishes +jemmy -> jemmy jemmies jemmied +jenkinson -> jenkinson jenkinsons +jen -> jen jenner jens +jenny -> jenny jennies +jeopardy -> jeopardy jeopardies +jeopardise -> jeopardised jeopardise jeopardising jeopardises +jeopardite -> jeopardites jeopardite +jeopardize -> jeopardizing jeopardize jeopardized jeopardizes +jerboa -> jerboa jerboas +jeremiad -> jeremiad jeremiads +jerker -> jerker jerkers +jerky -> jerky jerkier +jerkin -> jerkin jerkins +jerk-off -> jerk-off jerk-offs +jerk -> jerk jerks jerked jerking +jerrican -> jerricans jerrican +jerrycan -> jerrycan jerrycans +jerry-can -> jerry-can jerry-cans +jersey -> jersey jerseys +je -> je jes +jess -> jess jesses +jessy -> jessy jessies +jester -> jesters jester +jest -> jest jests jesting +jesuit -> jesuits jesuit +jet-engine -> jet-engine jet-engines +jetlag -> jetlag jetlagged +jetliner -> jetliner jetliners +jet-pipe -> jet-pipe jet-pipes +jet -> jet jets jetted jetting +jet-setter -> jet-setters jet-setter +jetsetter -> jetsetter jetsetters +jetset -> jetset jetsetting +jet-ski -> jet-skis jet-ski +jetski -> jetski jetskiing +jetstream -> jetstream jetstreams +jettison -> jettison jettisoned jettisons jettisoning +jetty -> jettied jetty jetties +jeune -> jeune jeunes +jew -> jews jew +jew-baiter -> jew-baiter jew-baiters +jewel -> jewels jewel jewelled jewelling +jewel-case -> jewel-cases jewel-case +jewell -> jewells jewell +jeweller -> jewellers jeweller +jezebel -> jezebel jezebels +jhana -> jhana jhanas +jib -> jibbed jib jibbing jibs +jibe -> jibe jibes jibed jibing +jig -> jigged jig jigs jigging +jigger -> jiggered jigger jiggers +jiggle -> jiggling jiggled jiggles jiggle +jiggler -> jiggler jigglers +jiggly -> jigglier jiggly +jigsaw -> jigsaws jigsaw +jig-saw -> jig-saws jig-saw +jilt -> jilting jilt +j -> j jing +jingle -> jingle jingles jingled jingling +jink -> jinking jink jinked jinks +jinx -> jinx jinxed +jitney -> jitney jitneys +jitter -> jitters jitter jittered +jitterbug -> jitterbug jitterbugging +jive -> jive jiving jives jived +job -> jobs job +jobber -> jobbers jobber +jobby -> jobby jobbies +jobcentre -> jobcentres jobcentre +jobclub -> jobclubs jobclub +job-control -> job-control job-controls +job-holder -> job-holder job-holders +jobhunt -> jobhunting jobhunt +job-hunter -> job-hunters job-hunter +job-loss -> job-loss job-losses +job-seeker -> job-seekers job-seeker +jobseeker -> jobseeker jobseekers +job-share -> job-share job-shares +jobshare -> jobshare jobsharing +jobson -> jobson jobsons +jobsworth -> jobsworth jobsworths +jock -> jock jocked jocks +jockey -> jockey jockeys jockeying jockeyed +jock-strap -> jock-straps jock-strap +jockstrap -> jockstrap jockstraps +jodel -> jodel jodels +jodhpur -> jodhpurs jodhpur +jo -> jo joest +joey -> joey joeys +jog -> jog jogged jogging jogs +jogger -> joggers jogger +joggle -> joggled joggling joggle joggles +jogsuit -> jogsuit jogsuits +johne -> johne johnes +johnny -> johnny johnnies +john -> john johns +johnsonian -> johnsonian johnsonians +joh -> joh johs +join -> joining join joined joins +joiner -> joiner joiners joinering +joint-collectorship -> joint-collectorship joint-collectorships +joint-manager -> joint-managers joint-manager +joint -> joint joints jointing jointed jointer +joint-venture -> joint-ventures joint-venture +joist -> joists joist joisted +joist-hanger -> joist-hangers joist-hanger +joker -> joker jokers +joke -> joke jokes joking joked +joky -> joky jokier jokiest +joly -> joly jolies +jolle -> jolle jolles +jolley -> jolley jolleys +jolly -> jolly jolliest jollies jollying jollier jollied +jollification -> jollifications jollification +jollity -> jollity jollities +jolt -> jolting jolts jolted jolt +jon -> jon joned +jongleur -> jongleurs jongleur +jonquil -> jonquil jonquils +joo -> joo joos +jopling -> jopling joplings +jordanian -> jordanian jordanians +josephite -> josephites josephite +josh -> josh joshing joshed +joss-stick -> joss-sticks joss-stick +jostle -> jostling jostle jostled jostles +jot -> jot jotted jotting jots +jotter -> jotter jotters +joule -> joules joule +jounce -> jounced jouncing +jour -> jours jour +journalist -> journalist journalists +journal -> journal journals journalling +journee -> journee journees +journey -> journey journeyed journeys journeying +journeyman -> journeyman journeymen +journo -> journos journo +joust -> joust jousting jousted jousts +jowle -> jowle jowles +jowl -> jowl jowls +joyride -> joyrides joyride joyrided +joyrider -> joyriders joyrider +joy-rider -> joy-riders joy-rider +joy-ride -> joy-ride joy-rides joy-riding +joy -> joy joys joyed +joystick -> joystick joysticks +jp -> jps jp +jr -> jr jrs +j-type -> j-types j-type +jubilee -> jubilee jubilees +judder -> juddered judder juddering judders +judge-arbitrator -> judge-arbitrator judge-arbitrators +judgement -> judgement judgements +judge -> judge judges judging judged +judgeship -> judgeships judgeship +judgment -> judgment judgments +judiciaire -> judiciaire judiciaires +judiciary -> judiciary judiciaries +jugement -> jugements jugement +jugful -> jugful jugfuls +juggernaut -> juggernauts juggernaut +juggle -> juggle juggled juggling juggles +juggler -> juggler jugglers +jugoslav -> jugoslavs jugoslav +jug -> jug jugs +jugular -> jugular jugulars +juice -> juiced juice juices +juicy -> juicy juiciest juicier +juif -> juif juifs +jukebox -> jukebox jukeboxes +juke-box -> juke-box juke-boxes +juke -> juke jukes +julep -> juleps julep +july -> july julies +jumble -> jumble jumbles jumbled jumbling +jumbo -> jumbo jumbos +jump-cut -> jump-cut jump-cuts +jumper -> jumpers jumper +jump -> jump jumping jumped jumps +jumping-jack -> jumping-jacks jumping-jack +jump-jet -> jump-jets jump-jet +jump-off -> jump-off jump-offs +jump-start -> jump-start jump-starts +jumpsuit -> jumpsuit jumpsuits +junction -> junctions junction +juncture -> juncture junctures +june -> june junes +jungian -> jungian jungians +jungle -> jungle jungles jungled +junior -> juniors junior +juniper -> juniper junipers +junk-bond -> junk-bond junk-bonds +junketing -> junketings junketing +junket -> junket junkets +junk -> junk junking junked junker junks +junky -> junkies junky +junta -> junta juntas +jurisdictional -> jurisdictional jurisdictionals +jurisdiction -> jurisdiction jurisdictions +jurist -> jurists jurist +juror -> jurors juror +juryman -> juryman jurymen +jury -> jury jurys juries +juste -> justes juste +just -> just juster justs +justice -> justice justices +justiceship -> justiceships justiceship +justicialist -> justicialist justicialists +justiciar -> justiciar justiciars +justification -> justification justifications +justifier -> justifier justifiers +justify -> justifies justify justified justifying +jute -> jute jutes +jut -> jutting juts jut jutted +juvenile -> juvenile juveniles +jux -> jux juxes +juxtapose -> juxtaposed juxtapose juxtaposes juxtaposing +juxtaposition -> juxtaposition juxtapositions +kachin -> kachins kachin +kadet -> kadet kadets +kadilik -> kadilik kadiliks +kadi -> kadi kadis +kaffir -> kaffir kaffirs +kaftan -> kaftan kaftans +kagool -> kagools kagool +kagoul -> kagoul kagouls +kaiser -> kaiser kaisers +kale -> kale kaled +kaleidoscope -> kaleidoscope kaleidoscopes kaleidoscoped +kalend -> kalends kalend +kalkadoon -> kalkadoon kalkadoons +kalm -> kalms kalm +kalmia -> kalmia kalmias +kamalian -> kamalians kamalian +kamba -> kamba kambas +kamchatkan -> kamchatkan kamchatkans +kampong -> kampong kampongs +kampuchean -> kampuchean kampucheans +kanban -> kanban kanbans +kandora -> kandora kandoras +kandyan -> kandyan kandyans +kangaroo -> kangaroo kangaroos +kangol -> kangols kangol +kanza -> kanzas kanza +kao -> kao kaos +kaplan -> kaplan kaplans +kapo -> kapos kapo +karabiner -> karabiner karabiners +karamanid -> karamanid karamanids +karaso -> karaso karasos +karateka -> karateka karatekas +karava -> karava karavas +karian -> karian karians +kark -> kark karks +karma -> karma karmas +karrier -> karriers karrier +karrimat -> karrimat karrimats +kar -> kar kars +karter -> karter karters +kart -> kart karting karts +karyotype -> karyotype karyotypes +kaspar -> kaspar kaspars +kaszubian -> kaszubians kaszubian +kata -> kata katas +kat -> kat kats +katydid -> katydid katydids +kaul -> kaul kauls +kaurava -> kaurava kauravas +kava -> kava kavas +kavo -> kavos kavo +kayake -> kayaked kayaking +kayak -> kayak kayaks +kazakh -> kazakhs kazakh +kazasker -> kazaskers kazasker +kazaskerlik -> kazaskerlik kazaskerliks +kazoo -> kazoo kazoos +kb -> kb kbs +kbyte -> kbyte kbytes +kcal -> kcal kcals +kea -> kea keas +kebab -> kebabs kebab +keck -> keck kecks +keddy -> keddy keddies +kedge -> kedge kedges +keek -> keeking keek keeked +keel -> keeled keel keeling keels +keelboat -> keelboat keelboats +keenan -> keenan keenans +keen -> keen keener keening keenest keened +keeper -> keeper keepers +'keeper -> 'keeper 'keepers +keepership -> keepership keeperships +keepnet -> keepnet keepnets +keepsake -> keepsake keepsakes +keg -> keg kegs kegging +keiller -> keillers keiller +kelim -> kelims kelim +kellar -> kellar kellars +kell -> kell kelling +kelp -> kelp kelping +kelpy -> kelpies kelpy +kelt -> kelt kelts +kelvin -> kelvin kelvins +kennel -> kennel kennels kennelled +ken -> ken kens +kentishman -> kentishman kentishmen +kenyan -> kenyan kenyans +kenyon -> kenyon kenyons +kepe -> kepe keping +keep -> keep kept keeping keeps keeped +kerb-crawler -> kerb-crawlers kerb-crawler +kerb -> kerb kerbs kerbed kerbing +kerbside -> kerbside kerbsides +kerbstone -> kerbstones kerbstone +kerchief -> kerchief kerchiefs +kerf -> kerfing kerfs kerfed kerf +kerman -> kerman kermans +kernal -> kernals kernal +kernel -> kernel kernels +kern -> kern kerning kerned +kerry -> kerry kerries +kerseymere -> kerseymere kerseymeres +kersey -> kersey kerseys +ke -> ke kes +kestrel -> kestrel kestrels +ketch -> ketch ketches +ketchup -> ketchup ketchups +ketone -> ketone ketones +ket -> ket kets +kettledrum -> kettledrums kettledrum +kettle -> kettle kettles kettled +kewish -> kewish kewishs +keyboarder -> keyboarders keyboarder +keyboardist -> keyboardist keyboardists +keyboard -> keyboard keyboards keyboarding keyboarded +keycard -> keycard keycards +keychain -> keychain keychains +key-code -> key-codes key-code +keyholder -> keyholder keyholders +keyhole -> keyhole keyholes +key-hole -> key-hole key-holes +keymer -> keymer keymers +keyname -> keyname keynames +keynesian -> keynesian keynesians +key-noter -> key-noters key-noter +keynote -> keynote keynotes keynoting +keypad -> keypad keypads +keyphone -> keyphones keyphone +keypress -> keypress keypresses +key-press -> key-press key-presses +keyring -> keyrings keyring +key-ring -> key-ring key-rings +key -> key keys keyed keying +key-signature -> key-signature key-signatures +keystage -> keystage keystages +keystone -> keystone keystones +keystroke -> keystrokes keystroke +keytop -> keytops keytop +key-word -> key-words key-word +keyword -> keyword keywords keywording +k-factor -> k-factor k-factors +kg -> kg kgs +khaki -> khaki khakis +khalifa -> khalifa khalifas +khanate -> khanates khanate +khan-queen -> khan-queen khan-queens +khan -> khan khans +khanty -> khantys khanty +khazar -> khazars khazar +khon -> khon khons +khthon -> khthons khthon +kibble -> kibbles kibble +kickback -> kickback kickbacks +kick-back -> kick-back kick-backs +kicker -> kicker kickers +kickoff -> kickoff kickoffs +kick-off -> kick-off kick-offs +kick -> kicking kicks kick kicked +kickstart -> kickstart kickstarts kickstarting +kick-start -> kick-start kick-starts kick-started +kiddy -> kiddy kiddies +kiddo -> kiddos kiddo +kidnapper -> kidnapper kidnappers +kidnap -> kidnapped kidnapping kidnap kidnaps +kidney -> kidney kidneys +kidny -> kidnies kidny +kid -> kid kids kidding kidded +kiefer -> kiefer kiefers +ky -> ky kier +kievan -> kievan kievans +kilbourn -> kilbourn kilbourns +kilderkin -> kilderkin kilderkins +kilim -> kilim kilims +killa -> killas killa +kill -> kill killed killing kills +killer -> killer killers +killick -> killick killicks +killy -> killy killies +killigrew -> killigrew killigrews +kill-joy -> kill-joys kill-joy +killjoy -> killjoy killjoys +kiln -> kiln kilns +kilobase -> kilobases kilobase +kilobasepair -> kilobasepair kilobasepairs +kilobyte -> kilobyte kilobytes +kilodalton -> kilodalton kilodaltons +kilogram -> kilograms kilogram +kilogramme -> kilogramme kilogrammes +kilometer -> kilometers kilometer +kilometre -> kilometres kilometre +kilo -> kilo kilos +kiloton -> kilotons kiloton +kilowatt -> kilowatts kilowatt +kilowatt-hour -> kilowatt-hour kilowatt-hours +kilt -> kilt kilts kilted +kimberlite -> kimberlites kimberlite +kimono -> kimono kimonos +kinase -> kinase kinases kinased +kindergarten -> kindergarten kindergartens +kindle -> kindle kindled kindling kindles +kindly -> kindly kindlier +kindness -> kindness kindnesses +kindred -> kindred kindreds +kind -> kind kinds kindest kinder +kinematic -> kinematics kinematic +kinesic -> kinesic kinesics +kingcup -> kingcup kingcups +kingdom -> kingdom kingdoms +king-duke -> king-duke king-dukes +kinge -> kinges kinge +kingfisher -> kingfisher kingfishers +kingmaker -> kingmakers kingmaker +kingpin -> kingpins kingpin +king-pin -> king-pin king-pins +king -> king kings +kingship -> kingship kingships +kinky -> kinky kinkies +kink -> kink kinking kinks kinked +kinmuire -> kinmuire kinmuires +kinship -> kinship kinships +kinsman -> kinsman kinsmen +kinswoman -> kinswoman kinswomen +kiosk -> kiosk kiosks +kip -> kip kipped kipping +kipper -> kipper kippers kippered kippering +kirkman -> kirkmen kirkman +kirk -> kirk kirks +kirkwood -> kirkwood kirkwoods +kirkyard -> kirkyard kirkyards +kirtle -> kirtle kirtling kirtles +kislevite -> kislevite kislevites +kiss-curl -> kiss-curls kiss-curl +kisser -> kisser kissers +kiss -> kiss kissing kisses kissed +kissogram -> kissogram kissograms kissogrammed +kit -> kits kit kitted kitting kiting +kit-bag -> kit-bags kit-bag +kitbag -> kitbag kitbags +kitchenette -> kitchenette kitchenettes +kitchenmaid -> kitchenmaid kitchenmaids +kitchen-maid -> kitchen-maid kitchen-maids +kitchen -> kitchen kitchens +kite-balloon -> kite-balloons kite-balloon +kiteline -> kiteline kitelines +kite-maker -> kite-maker kite-makers +kitemark -> kitemark kitemarks +kite -> kite kites +kitkat -> kitkat kitkats +kitten -> kitten kittens kittened +kittiwake -> kittiwake kittiwakes +kittyhawk -> kittyhawk kittyhawks +kivell -> kivells kivell +kiwi -> kiwis kiwi +klansman -> klansman klansmen +klatch -> klatches klatch +klaxon -> klaxon klaxons klaxoning +kleiber -> kleiber kleibers +kleinwort -> kleinwort kleinworts +klick -> klick klicks +klingon -> klingons klingon +klondyker -> klondykers klondyker +klong -> klongs klong +kluson -> kluson klusons +klystron -> klystron klystrons +km -> km kms +knacker -> knackers knacker knackered +knack -> knack knacks +knap -> knapped knap knaps +knapsack -> knapsack knapsacks +knave -> knaves knave +knavery -> knaveries knavery +knead -> kneaded kneading knead kneads +knee -> knees knee kneeing +knee-boot -> knee-boots knee-boot +kneecap -> kneecap kneecaps kneecapping +knee-cap -> knee-cap knee-caps +kneel -> kneels kneel kneeling knelt kneeled +kneeler -> kneelers kneeler +knee-sock -> knee-socks knee-sock +knees-up -> knees-up knees-ups +knee-trembler -> knee-trembler knee-tremblers +knell -> knell knells knelled +know -> know knew knowing known knows knowin' knowed +knick -> knicks knick +knickerbocker -> knickerbocker knickerbockers knickerbockered +knickerbox -> knickerbox knickerboxes +knick-knack -> knick-knacks knick-knack +knife-blade -> knife-blades knife-blade +knifeblade -> knifeblade knifeblades +knife-edge -> knife-edge knife-edges +knife-fight -> knife-fight knife-fights +knife-point -> knife-point knife-points +knighthood -> knighthood knighthoods +knight -> knight knights knighted knighting +knitradar -> knitradar knitradars +knit -> knitting knits knitted knit +knitter -> knitter knitters +knife -> knife knives knifed knifing knifes +knob -> knobs knob knobbing knobbed +knobble -> knobbles knobbled knobbling +knobbly -> knobbly knobblier +knobstick -> knobstick knobsticks +knockabout -> knockabout knockabouts +knockdown -> knockdown knockdowns +knock-down -> knock-down knock-downs +knocker -> knocker knockers +knock -> knock knocking knocked knocks +knock-off -> knock-off knock-offs +knockout -> knockout knockouts +knock-out -> knock-out knock-outs +knoll -> knoll knolls knolled +knop -> knops knop +knossian -> knossian knossians +knot -> knots knot knotted knotting +knothole -> knothole knotholes +knot-hole -> knot-hole knot-holes +knotty -> knotty knottiest knottier +knott -> knott knotts +knotweed -> knotweed knotweeds +knoutberry -> knoutberry knoutberries +know-all -> know-alls know-all +knower -> knower knowers +knowe -> knowe knowes +know-it-all -> know-it-alls know-it-all +knowl -> knowls knowl +knowledge-base -> knowledge-bases knowledge-base +knowledge -> knowledge knowledges +know-nothing -> know-nothings know-nothing +knuckle-bone -> knuckle-bones knuckle-bone +knuckleduster -> knuckleduster knuckledusters +knuckle-duster -> knuckle-duster knuckle-dusters +knucklehead -> knuckleheads knucklehead +knuckle -> knuckle knuckles knuckled knuckling +koala -> koala koalas +kobold -> kobold kobolds +kochin -> kochins kochin +koel -> koel koels +kohm -> kohm kohms +koy -> koy koies +koi-keeper -> koi-keepers koi-keeper +kolowrat -> kolowrats kolowrat +kombinat -> kombinat kombinats +komsomol -> komsomol komsomols +kook -> kooks kook +kookaburra -> kookaburras kookaburra +koon -> kooning koon +koopman -> koopman koopmans +koop -> koop koops +kopeck -> kopecks kopeck +kopek -> kopek kopeks +kopje -> kopjes kopje +kop -> kop kops +koran -> koran korans +korean -> korean koreans +korma -> kormas korma +kor -> kor korred +koryak -> koryaks koryak +kosher -> kosher koshered +kossack -> kossacks kossack +kovac -> kovacs kovac +kow-tow -> kow-tows kow-tow +kowtow -> kowtow kowtowed kowtowing kowtows +kraal -> kraals kraal +krab -> krab krabs +kracker -> kracker krackers +krait -> krait kraits +kraken -> kraken krakens +krankoor -> krankoor krankoors +kraut -> krauts kraut +kray -> kray krays +kren -> krens kren +k-richterite -> k-richterites k-richterite +kr -> kr kring +krispy -> krispy krispies +kroger -> kroger krogers +kronquist -> kronquist kronquists +kroom -> krooms kroom +kroon -> kroon kroons +krytron -> krytron krytrons +kudo -> kudos kudo +kudu -> kudu kudus +kufran -> kufrans kufran +kulak -> kulaks kulak +kumquat -> kumquats kumquat +kurd -> kurds kurd +kurile -> kurile kuriles +kuwaiti -> kuwaiti kuwaitis +kwacha -> kwacha kwachas +kwanza -> kwanzas kwanza +kwh -> kwh kwhs +kw -> kw kws +kyat -> kyat kyats +kyke -> kyke kykes +lab-coat -> lab-coat lab-coats +labeller -> labellers labeller +labelmate -> labelmates labelmate +label -> label labels labelling labelled labeled labeling +labeque -> labeque labeques +labial -> labial labials +laboratory -> laboratory laboratories laboratorys +laborer -> laborer laborers +labor -> labor labors +labourer -> labourer labourers +labour-force -> labour-force labour-forces +labourist -> labourist labourists +labourite -> labourites labourite +labour -> labour labours labouring laboured +labrador -> labrador labradors +labroke -> labrokes labroke +lab -> lab labs +laburnum -> laburnum laburnums +labyrinthodont -> labyrinthodonts labyrinthodont +labyrinth -> labyrinth labyrinths +lacanian -> lacanian lacanians +laccolith -> laccolith laccoliths +lace -> laced lace laces lacing +lacemaker -> lacemaker lacemakers +lacerate -> lacerated lacerating lacerate +laceration -> laceration lacerations +lace-up -> lace-up lace-ups +lacewing -> lacewings lacewing +lach -> lach laches +lack -> lacking lack lacked lacks +lackey -> lackeys lackey +lack-of-pulse -> lack-of-pulses lack-of-pulse +lacquer -> lacquer lacquers lacquered lacquering +lactate -> lactating lactates lactate +lacto -> lactos lacto +lacw -> lacws lacw +lad -> lads lad +ladderback -> ladderbacks ladderback +ladderman -> ladderman laddermen +ladder -> ladder ladders laddered +laddy -> laddy laddies +lade -> lade lades +lady -> lady ladies ladys +lading -> lading ladings +ladino -> ladino ladinos +ladle -> ladle ladled ladles ladling +ladybird -> ladybirds ladybird +ladyfriend -> ladyfriends ladyfriend +lady-friend -> lady-friends lady-friend +ladykiller -> ladykiller ladykillers +ladysmock -> ladysmocks ladysmock +laetacara -> laetacara laetacaras +laff -> laffs laff laffed +lafon -> lafons lafon +lager -> lager lagers lagered +laggard -> laggards laggard +lag -> lags lagged lagging lag +lagomorph -> lagomorphs lagomorph +lagoon -> lagoon lagoons +lahar -> lahar lahars +laibon -> laibon laibons +laingian -> laingians laingian +lairage -> lairage lairages +laird -> laird lairds +lairg -> lairg lairgs +lairig -> lairig lairigs +lair -> lair lairs +lake-bed -> lake-beds lake-bed +lakeland -> lakeland lakelands +lakelord -> lakelord lakelords +lakenvelder -> lakenvelder lakenvelders +laker -> laker lakers +lake -> lake lakes +lakewood -> lakewood lakewoods +lakh -> lakhs lakh +lally -> lally lallies +lam -> lamming lam lammed +lamarckian -> lamarckian lamarckians +lama -> lama lamas +lambast -> lambast lambasted lambasting lambasts +lamb -> lamb lambs lambed lambing +lambskin -> lambskin lambskins +lameduck -> lameducking lameduck lameducked +lamellibranch -> lamellibranch lamellibranchs +lamentation -> lamentations lamentation +lament -> lament laments lamented lamenting +lame -> lame lames lamed laming lamest lamer +lamia -> lamia lamias +lamin -> lamins lamin +lamina -> lamina laminas +laminate -> laminating laminates laminate +lamination -> lamination laminations +lamington -> lamingtons lamington +lammermuir -> lammermuir lammermuirs +lampbase -> lampbases lampbase +lampe -> lampes lampe +lamp-holder -> lamp-holders lamp-holder +lampholder -> lampholder lampholders +lampoon -> lampooning lampoon lampooned lampoons +lamppost -> lamppost lampposts +lamp-post -> lamp-post lamp-posts +lamprey -> lamprey lampreys +lamproite -> lamproites lamproite +lamp -> lamp lamps lamping +lamp-shade -> lamp-shades lamp-shade +lampshade -> lampshade lampshades +lampstand -> lampstands lampstand +lancastrian -> lancastrians lancastrian +lance -> lancing lance lances lanced +lance-corporal -> lance-corporal lance-corporals +lancer -> lancers lancer +lancet -> lancet lancets +land -> landed land lands landing +land-agent -> land-agents land-agent +landau -> landau landaus +land-bridge -> land-bridge land-bridges +land-crab -> land-crabs land-crab +land-drain -> land-drains land-drain +lande -> landes lande +landfall -> landfall landfalls +landfil -> landfilled landfilling +landfill -> landfill landfills +land-fill -> land-fill land-fills +landform -> landform landforms +land-girl -> land-girls land-girl +land-grab -> land-grab land-grabs +land-grant -> land-grants land-grant +landholder -> landholders landholder +landholding -> landholdings landholding +land-holding -> land-holding land-holdings +landing-stage -> landing-stage landing-stages +landlady -> landlady landladies +landline -> landlines landline +landlord -> landlord landlords +landlubber -> landlubbers landlubber +landmark -> landmark landmarks landmarking +landmass -> landmass landmasses +land-mass -> land-mass land-masses +landmine -> landmine landmines +land-mine -> land-mine land-mines +land-occupation -> land-occupation land-occupations +landowner -> landowners landowner +land-owner -> land-owner land-owners +landplane -> landplane landplanes +landranger -> landrangers landranger +landrover -> landrover landrovers +land-rover -> land-rover land-rovers +landscaper -> landscapers landscaper +landscape -> landscape landscapes landscaping landscaped +landslide -> landslides landslide landsliding +landslip -> landslips landslip landslipping +landsman -> landsman landsmen +landsurface -> landsurfaces landsurface +land-surface -> land-surfaces land-surface +land-train -> land-trains land-train +land-user -> land-users land-user +land-use -> land-use land-uses +lane -> lanes lane +lane-end -> lane-ends lane-end +langauage -> langauages langauage +lange -> lange langes +langoustine -> langoustines langoustine +language-game -> language-games language-game +language -> language languages +language-system -> language-system language-systems +language-user -> language-users language-user +languedocian -> languedocian languedocians +languish -> languishes languish languishing languished +langur -> langurs langur +lanier -> lanier laniers +lankan -> lankan lankans +lan -> lan lans +lantern -> lanterns lantern +lanternist -> lanternists lanternist +lanthanide -> lanthanides lanthanide +lanto -> lantos lanto +lanyard -> lanyard lanyards +laotian -> laotian laotians +laparoscopy -> laparoscopy laparoscopies +laparotomy -> laparotomy laparotomies +lapdog -> lapdogs lapdog +lap-dog -> lap-dog lap-dogs +lapel-badge -> lapel-badge lapel-badges +lapel -> lapel lapels +lapidary -> lapidary lapidaries +lap -> lap lapped laps lapping +lapper -> lapper lappers +lapp -> lapp lapps +lapse -> lapse lapsed lapses lapsing +lapse-rate -> lapse-rate lapse-rates +lap-steel -> lap-steel lap-steels +laptop -> laptop laptops +lap-top -> lap-top lap-tops +lapwing -> lapwings lapwing +larceny -> larceny larcenies +larch -> larches larch +lard -> lard larded larding +larder -> larder larders +lare -> lares lare +large -> largest large larger +largess -> largess largesses +larget -> largets larget +lark -> lark larked larking larks +larkspur -> larkspurs larkspur +larnax -> larnaxes larnax +larrikin -> larrikin larrikins +larva -> larvae larva +larvicide -> larvicides larvicide +la -> la las +lasagna -> lasagna lasagnas +lasagne -> lasagne lasagnes +lascar -> lascar lascars +lase -> lasing lased lase lasest +laserball -> laserball laserballs +laser-beam -> laser-beam laser-beams +laserjet -> laserjet laserjets +laser-light -> laser-lights laser-light +laserprinter -> laserprinters laserprinter +laser-printer -> laser-printer laser-printers +laser -> laser lasers lasered lasering +lasgun -> lasguns lasgun +lash -> lash lashed lashes lashing +lash-up -> lash-ups lash-up +laspistol -> laspistols laspistol +lass -> lasses lass +lassiter -> lassiters lassiter +lasso -> lassos lasso lassoing +lassoe -> lassoed lassoes +lassoo -> lassoo lassoos +lassy -> lassies lassy +laste -> laste lastes +last -> last lasting lasts lasted lastest +latchcord -> latchcord latchcords +latch -> latch latched latches latching +latecomer -> latecomer latecomers +late-comer -> late-comer late-comers +latecome -> latecome latecoming +late-developer -> late-developer late-developers +latency -> latency latencies +lateral -> lateral laterals +laterite -> laterite laterites +late -> late latest later lates +late-starter -> late-starter late-starters +latex -> latex latexes +lath -> laths lath +lather -> lather lathered lathers lathering +lathe -> lathe lathes +latinism -> latinisms latinism +latinist -> latinists latinist +latino -> latino latinos +latin -> latin latins +latitude -> latitude latitudes +latitudinarian -> latitudinarian latitudinarians +latrine -> latrine latrines +lat -> lat lats +latter -> latter latters +lattice -> lattice lattices latticed +latvian -> latvians latvian +lauch -> lauched lauch +laud -> lauded laud lauding lauds +laude -> laude laudes +laudian -> laudian laudians +laugh -> laugh laughed laughing laughs +laughingstock -> laughingstock laughingstocks +laughter-line -> laughter-lines laughter-line +launch -> launched launch launching launches +launcher -> launchers launcher +launder -> launder laundered laundering launders +launderer -> launderers launderer +launderette -> launderette launderettes +laundress -> laundress laundresses +laundrette -> laundrette laundrettes +laundry -> laundry laundries +laundromat -> laundromats laundromat +laundryman -> laundrymen laundryman +laureate -> laureate laureates +laurel -> laurels laurel +laurentian -> laurentian laurentians +lau -> lau laus +lautrec -> lautrec lautrecs +laval -> laval lavals +lava -> lava lavas +lavatera -> lavatera lavateras +lavatory -> lavatory lavatories +lave -> laved lave laving +lavender -> lavender lavenders +laver -> laver lavering +lavish -> lavished lavish lavishes lavishing +lavvy -> lavvy lavvys +law-book -> law-book law-books +law-breaker -> law-breakers law-breaker +lawbreaker -> lawbreaker lawbreakers +law-code -> law-codes law-code +lawcourt -> lawcourts lawcourt +law-court -> law-courts law-court +lawer -> lawers lawer +lawford -> lawford lawfords +lawgiver -> lawgiver lawgivers +law-giver -> law-giver law-givers +lawler -> lawler lawlers +lawmaker -> lawmakers lawmaker +law-maker -> law-makers law-maker +lawman -> lawmen lawman +lawn -> lawns lawn lawned +lawnmower -> lawnmowers lawnmower +lawn-mower -> lawn-mowers lawn-mower +law -> law laws lawed lawing +lawsuit -> lawsuits lawsuit +law-suit -> law-suit law-suits +lawyer-freeholder -> lawyer-freeholder lawyer-freeholders +lawyer -> lawyer lawyers lawyering +laxative -> laxatives laxative +laxton -> laxton laxtons +lay-abbacy -> lay-abbacies lay-abbacy +layabout -> layabouts layabout +layaway -> layaways layaway +layback -> laybacked layback laybacks laybacking +layby -> layby laybys +lay-by -> lay-by lay-bys +lay-clerk -> lay-clerks lay-clerk +layer -> layers layer layered layering +layman -> laymen layman +layoff -> layoff layoffs +lay-off -> lay-off lay-offs +lay-out -> lay-outs lay-out +layout -> layout layouts +lay-woman -> lay-women lay-woman +lazard -> lazard lazards +laze -> lazed laze lazing +lazer -> lazer lazers +lazy -> laziest lazy lazier +lazy-bed -> lazy-beds lazy-bed +lazzard -> lazzard lazzards +lbo -> lbo lbos +lb -> lb lbs +lbw -> lbw lbws +lca -> lca lcas +lcd -> lcds lcd +ldc -> ldcs ldc +ldl -> ldl ldls +'le -> 'les 'le +leach -> leached leach leaches leaching +leachate -> leachate leachates +lead -> led lead leading leads +leaden -> leaden leadening +leaderboard -> leaderboard leaderboards +leader-manager -> leader-managers leader-manager +leader -> leader leaders +leadership -> leadership leaderships +leader-writer -> leader-writer leader-writers +leading-edge -> leading-edge leading-edges +leading-note -> leading-notes leading-note +lead-mine -> lead-mines lead-mine +lead-miner -> lead-miners lead-miner +lead-time -> lead-time lead-times +leadwork -> leadwork leadworks +leaf -> leaves leaf leafed leafing leafs +leaf-base -> leaf-base leaf-bases +leaf-blade -> leaf-blade leaf-blades +leaf-bud -> leaf-bud leaf-buds +leafcutter -> leafcutter leafcutters +leaf-cutting -> leaf-cutting leaf-cuttings +leafhopper -> leafhoppers leafhopper +leafy -> leafy leafier +leafleter -> leafleters leafleter +leaflete -> leafleted leafleting +leaflet -> leaflet leaflets leafletting +leaf-stalk -> leaf-stalks leaf-stalk +leaguer -> leaguers leaguer +league -> league leagues leagued +leak -> leaked leak leaking leaks +leakage -> leakage leakages +leaky -> leaky leakiest +leander -> leander leanders +leandro -> leandros leandro +lean -> lean leaning leans leaned leant leaner leanest +lean-to -> lean-to lean-tos +leap -> leapt leap leaping leaps leaped +leaper -> leaper leapers +leap-frog -> leap-frog leap-frogged +leapfrog -> leapfrogged leapfrogs leapfrog leapfrogging +leapor -> leapor leapors +leaque -> leaque leaques +learn -> learn learned learning learnt learns +learner-reader -> learner-readers learner-reader +learner -> learner learners +learning-curve -> learning-curve learning-curves +lea -> lea leas +lease -> lease leased leases leasing +leaseholder -> leaseholders leaseholder +leasehold -> leasehold leaseholding leaseholds +leash -> leashing leash leashed leashes +leasor -> leasors leasor +least -> least leastest +leatherjacket -> leatherjackets leatherjacket +leather -> leather leathers leathered leathering +leatherwork -> leatherwork leatherworking +leat -> leat leats +leaven -> leaven leavening leavened leavens +leaver -> leavers leaver +leave-taking -> leave-taking leave-takings +leavisite -> leavisite leavisites +leba -> leba lebas +lebrun -> lebrun lebruns +lec -> lecs lec +lecher -> lechers lecher +lech -> lech leching +lecithin -> lecithin lecithins +lect -> lects lect +lectern -> lectern lecterns +lectin -> lectins lectin +lector -> lector lectors +lecture -> lecturing lecture lectures lectured +lecture-demonstration -> lecture-demonstrations lecture-demonstration +lecturer -> lecturers lecturer +lecture-room -> lecture-room lecture-rooms +lecturership -> lecturership lecturerships +lectureship -> lectureship lectureships +ledger -> ledger ledgers ledgering ledgered +ledge -> ledge ledges ledged +leeboard -> leeboards leeboard +leech -> leech leeches leeching leeched +leeder -> leeder leeders +leeds-fan -> leeds-fan leeds-fans +leek -> leeks leek +leery -> leery leeries +leer -> leering leers leer leered +lee -> lee lees +lefebvre -> lefebvre lefebvres +leave -> leaving left leave leaves leaved +left-armer -> left-armers left-armer +lefthand -> lefthand lefthanded lefthander +left-hander -> left-hander left-handers +lefty -> lefty lefties +leftist -> leftist leftists +left-liberal -> left-liberal left-liberals +leftover -> leftovers leftover +left-over -> left-overs left-over +left-republican -> left-republican left-republicans +leftwing -> leftwing leftwinger +left-winger -> left-wingers left-winger +leg -> legs leg legging legged +legacy -> legacy legacies +legalise -> legalised legalising legalise +legalist -> legalists legalist +legality -> legalities legality +legalize -> legalizing legalize legalized legalizes +legatee -> legatee legatees +legate -> legate legates legated +legation -> legation legations +legbreak -> legbreaks legbreak +leg-break -> leg-breaks leg-break +leg-bye -> leg-bye leg-byes +legend -> legends legend +leger -> leger legered legering legers +leggy -> leggys leggy leggier +leghorn -> leghorn leghorns +legionary -> legionaries legionary +legionnaire -> legionnaires legionnaire +legion -> legion legions +legislate -> legislate legislating legislated legislates +legislation -> legislation legislations +legislator -> legislators legislator +legislature -> legislature legislatures +legitimate -> legitimate legitimated legitimating legitimates +legitimation -> legitimation legitimations +legitimise -> legitimise legitimising legitimised legitimises +legitimize -> legitimizes legitimizing legitimize legitimized +legit -> legit legits +leg-muscle -> leg-muscle leg-muscles +legspinner -> legspinner legspinners +legume -> legumes legume +lehmbruck -> lehmbruck lehmbrucks +lehr -> lehrs lehr +leica -> leica leicas +leipziger -> leipziger leipzigers +leisure -> leisure leisured +leitmotif -> leitmotifs leitmotif +lek -> lek lekking leks +lemma -> lemma lemmas +lemming -> lemming lemmings +lemonade -> lemonade lemonades +lemon -> lemon lemons lemoned +lempira -> lempira lempiras +lemur -> lemur lemurs +lench -> lench lenches +lender -> lender lenders +lengthen -> lengthen lengthens lengthened lengthening +lengthy -> lengthy lengthier lengthiest +length -> length lengths +leninist -> leninist leninists +lens-clip -> lens-clips lens-clip +lense -> lenses lensed lense lensing +lensman -> lensman lensmen +lend -> lend lent lends lending +lentil -> lentils lentil +leopard -> leopard leopards +leopard-skin -> leopard-skin leopard-skins +leo -> leo leos +leotard -> leotard leotards +leper -> lepers leper +lepidopterist -> lepidopterist lepidopterists +lep -> lep lepping leps +leprechaun -> leprechaun leprechauns +lepton -> leptons lepton +lesbian -> lesbian lesbians +lesbo -> lesbos lesbo +lesion -> lesions lesion lesioned lesioning +lessee -> lessee lessees +lessen -> lessening lessen lessened lessens +less -> less lessing +lesson-book -> lesson-book lesson-books +lesson -> lesson lessons +lessor -> lessor lessors +let -> letting let lets letted +letch -> letches letch letching +let-down -> let-down let-downs +lethal -> lethal lethals +let-off -> let-off let-offs +letter -> letters letter lettered +letterbomb -> letterbombs letterbomb +letter-bomb -> letter-bomb letter-bombs +letter-book -> letter-book letter-books +letterbox -> letterbox letterboxes +letter-box -> letter-box letter-boxes +letter-card -> letter-cards letter-card +letter-collection -> letter-collections letter-collection +letter-cutter -> letter-cutters letter-cutter +letterform -> letterform letterforms +letterhead -> letterhead letterheads letterheading +lettering -> lettering letterings +letter-rack -> letter-rack letter-racks +letter-string -> letter-strings letter-string +letter-writer -> letter-writer letter-writers +letter-writing -> letter-writing letter-writings +lettre -> lettre lettres +lettrist -> lettrist lettrists +lettuce -> lettuce lettuces +leucocyte -> leucocytes leucocyte +leukaemia -> leukaemia leukaemias +leukocyte -> leukocytes leukocyte +leukotriene -> leukotrienes leukotriene +leur -> leur leurs +levada -> levadas levada +levator -> levator levators +levee -> levees levee +level-crossing -> level-crossing level-crossings +leveller -> leveller levellers +level -> level levels levelling levelled +leverage -> leverage leveraged leveraging leverages +lever -> lever levers levered levering +leviathan -> leviathan leviathans +levy -> levied levies levy levying +leve -> leve leving leved +levin -> levin levins +levitate -> levitate levitating levitated levitates +levite -> levites levite +levittown -> levittown levittowns +lev -> lev levs +lewisach -> lewisach lewisachs +lewisman -> lewisman lewismen +lewkenor -> lewkenor lewkenors +lew -> lew lews +lewthwaite -> lewthwaite lewthwaites +lexeme -> lexemes lexeme +lexia -> lexia lexias +lexicographer -> lexicographer lexicographers +lexicon -> lexicon lexicons +lexy -> lexy lexies +lexifier -> lexifier lexifiers +lexigram -> lexigrams lexigram +ley-line -> ley-line ley-lines +ley -> ley leys +lfa -> lfas lfa +l-field -> l-fields l-field +l-form -> l-forms l-form +liability -> liabilities liability +liaise -> liaise liaised liaising liaises +liaison -> liaison liaisons +liana -> lianas liana +liane -> liane lianes +liar -> liar liars +libation -> libation libations +libber -> libber libbers +libdem -> libdems libdem +lib-dem -> lib-dem lib-dems +libel -> libel libelled libels libelling +liberal-democrat -> liberal-democrats liberal-democrat +liberalisation -> liberalisation liberalisations +liberalise -> liberalise liberalising liberalised liberalises +liberalize -> liberalize liberalized liberalizing +liberal-national -> liberal-national liberal-nationals +liberal -> liberal liberals +liberate -> liberate liberating liberated liberates +liberationist -> liberationist liberationists +liberation -> liberation liberations +liberator -> liberator liberators +liberian -> liberians liberian +libero -> libero liberos +libertarian -> libertarian libertarians +libertate -> libertate libertates +liberty -> liberty liberties libertys +libertine -> libertine libertines +libido -> libido libidos +libran -> libran librans +librarian -> librarian librarians +library -> library libraries +librate -> librates librate +libration -> librations libration +libre -> libre libres +librettist -> librettist librettists +libretto -> libretto librettos libretti +lib -> lib libs libbing +libyan -> libyan libyans +licencee -> licencees licencee +licence-holder -> licence-holders licence-holder +licence -> licence licences licencing licenced +licensee -> licensees licensee +license -> licensing licenses licensed license +licensor -> licensors licensor +licentiate -> licentiates licentiate +lichenologist -> lichenologists lichenologist +lichen -> lichen lichens +licht -> licht lichts +lick -> licking licks licked lick +lido -> lido lidos +lid -> lid lids lidded +lieb -> liebing lieb +liebe -> liebe liebes +liegeman -> liegeman liegemen +liege -> liege lieges +lie-in -> lie-ins lie-in +lien -> liens lien +lie -> lying lies lay lie lain lied lieing +lieutenancy -> lieutenancy lieutenancies +lieutenant-colonel -> lieutenant-colonel lieutenant-colonels +lieutenant-general -> lieutenant-general lieutenant-generals +lieutenant-governor -> lieutenant-governor lieutenant-governors +lieutenant -> lieutenant lieutenants +life-area -> life-areas life-area +lifebelt -> lifebelt lifebelts +lifeboatman -> lifeboatman lifeboatmen +lifeboat -> lifeboat lifeboats +lifeboy -> lifeboy lifeboys +lifebuoy -> lifebuoy lifebuoys +life-choice -> life-choices life-choice +lifecycle -> lifecycle lifecycles +life-cycle -> life-cycle life-cycles +life-event -> life-events life-event +life-experience -> life-experience life-experiences +life-form -> life-forms life-form +lifeform -> lifeform lifeforms +life-giver -> life-giver life-givers +life-guard -> life-guards life-guard +lifeguard -> lifeguard lifeguards +life-history -> life-history life-histories +lifejacket -> lifejacket lifejackets +life-jacket -> life-jacket life-jackets +lifeline -> lifeline lifelines +life-line -> life-line life-lines +life-peer -> life-peers life-peer +life-plan -> life-plans life-plan +lifer -> lifers lifer +life-raft -> life-raft life-rafts +lifesaver -> lifesaver lifesavers +life-saver -> life-saver life-savers +life-saving -> life-saving life-savings +life-science -> life-science life-sciences +life-situation -> life-situations life-situation +lifespan -> lifespan lifespans +life-span -> life-span life-spans +life-story -> life-story life-stories +life-style -> life-styles life-style +lifestyle -> lifestyle lifestyles +lifetable -> lifetables lifetable +life-time -> life-times life-time +lifetime -> lifetime lifetimes +lifeworld -> lifeworld lifeworlds +life-year -> life-years life-year +lift -> lifted lift lifting lifts +lifter -> lifter lifters +lift-off -> lift-off lift-offs +lift-shaft -> lift-shafts lift-shaft +lig -> ligging lig ligs +ligament -> ligaments ligament +ligand -> ligands ligand +ligase -> ligases ligase +ligate -> ligated ligating ligate +ligation -> ligation ligations +ligature -> ligature ligatures +ligger -> liggers ligger +lightbox -> lightbox lightboxes +light-box -> light-box light-boxes +lightbulb -> lightbulbs lightbulb +light-curve -> light-curves light-curve +light-day -> light-days light-day +lightener -> lightener lighteners +lighten -> lighten lightening lightened lightens +lighterman -> lightermen lighterman +lightfoot -> lightfoot lightfooted +light-green -> light-greens light-green +lightheart -> lighthearted lightheart +light-heavyweight -> light-heavyweight light-heavyweights +lighthouseman -> lighthousemen lighthouseman +lighthouse -> lighthouse lighthouses +light-middleweight -> light-middleweight light-middleweights +lightness -> lightness lightnesses +lightning -> lightning lightnings +lightpen -> lightpen lightpens +lightship -> lightship lightships +light-show -> light-shows light-show +lightstick -> lightstick lightsticks +light-switch -> light-switches light-switch +lightweight -> lightweight lightweights +light-well -> light-well light-wells +lightyear -> lightyears lightyear +light-year -> light-years light-year +lignin -> lignin lignins +lignite -> lignite lignites +ligure -> ligure ligures +ligurian -> ligurian ligurians +likely -> likely likeliest likelier likelies +likelihood -> likelihood likelihoods +liken -> likened liken likening likens +likeness -> likeness likenesses +like -> like liking liked likes +lilac -> lilac lilacs +lila -> lila lilas +lily -> lily lilies +lilly -> lilly lillies +lilliputian -> lilliputian lilliputians +lillyvick -> lillyvick lillyvicks +lillywhite -> lillywhites lillywhite +lilo -> lilo lilos +lilt -> lilting lilts lilt lilted +lily-pad -> lily-pads lily-pad +lily-trotter -> lily-trotter lily-trotters +limb -> limbs limb limbed +limber -> limber limbers limbering limbered +limbo -> limbo limbos +lime-burner -> lime-burner lime-burners +limekiln -> limekilns limekiln +lime-kiln -> lime-kilns lime-kiln +limerick -> limerick limericks +lime -> lime limes liming limed +limestone -> limestone limestones +limewash -> limewashing limewash limewashed +limewood -> limewood limewoods +limey -> limey limeys +limitation -> limitations limitation +limit -> limit limited limits limiting +limited-over -> limited-over limited-overs +limiter -> limiters limiter +limite -> limite limites +limn -> limned limn limning +limner -> limner limners +limnititzker -> limnititzker limnititzkers +limo -> limo limos +limousine -> limousine limousines +limousin -> limousin limousins +limp -> limp limped limping limps limpest +limpet -> limpet limpets +lim -> lim lims +linac -> linac linacs +linaria -> linaria linarias +linchpin -> linchpins linchpin +linch-pin -> linch-pin linch-pins +linden -> linden lindens +lindo -> lindo lindos +lind -> lind linds +lineage -> lineage lineages +lineament -> lineaments lineament +lineback -> linebacks linebacked lineback +linebacker -> linebackers linebacker +line-drawing -> line-drawing line-drawings +line-element -> line-element line-elements +line-ending -> line-endings line-ending +line-filler -> line-filler line-fillers +lineman -> lineman linemen +linen-draper -> linen-drapers linen-draper +linen -> linen linens +lineout -> lineout lineouts +line-out -> line-out line-outs +line-printer -> line-printer line-printers +liner -> liner liners +line -> line lines lined lining +linesman -> linesman linesmen linesmans +lineup -> lineup lineups +line-up -> line-up line-ups +linewidth -> linewidths linewidth +lingam -> lingam lingams +linger -> lingered lingers linger lingering +ling -> ling lings +linguist -> linguists linguist +linguistician -> linguisticians linguistician +liniment -> liniment liniments +linkage -> linkage linkages +linker -> linker linkers +linklater -> linklater linklaters +link-person -> link-persons link-person +link -> link links linked linking +link-up -> link-up link-ups +linnet -> linnets linnet +lin -> lin linning +linocut -> linocuts linocut +lino -> lino linos +linta -> lintas linta +lintel -> lintel lintels +linter -> linter linters +lioness -> lionesses lioness +lionhead -> lionheads lionhead +lionise -> lionises lionised lionising +lioniser -> lionisers lioniser +lion -> lion lions +lion-tamer -> lion-tamers lion-tamer +lip -> lips lip lipped lipping +lipase -> lipase lipases +lipid -> lipids lipid +lipline -> lipline liplines +lipocalin -> lipocalin lipocalins +lipogram -> lipograms lipogram +lipopolysaccharide -> lipopolysaccharides lipopolysaccharide +lipoprotein -> lipoprotein lipoproteins +liposome -> liposomes liposome +lippe -> lippes lippe +lipp -> lipp lipps +lip-read -> lip-read lip-reading lip-reads +lipstick -> lipstick lipsticks lipsticked lipsticking +liquefy -> liquefied liquefying liquefy liquefies +liquer -> liquer liquers +liqueur -> liqueur liqueurs +liquidate -> liquidated liquidate liquidating +liquidation -> liquidation liquidations +liquidator -> liquidators liquidator +liquidiser -> liquidiser liquidisers +liquidize -> liquidize liquidizing +liquid -> liquid liquids +liquipak -> liquipak liquipaks +liquorice -> liquorice liquorices +liquor -> liquor liquors +lisle -> lisle lisles +lisp -> lisped lisps lisp lisping +lisson -> lisson lissons +list -> listed list lists listing +listener -> listener listeners +listen -> listen listening listened listens +listening-post -> listening-post listening-posts +lister -> lister listers +listo -> listos listo +light -> light lit lighter lights lighting lightest lighted +litany -> litany litanies +lita -> lita litas +literacy -> literacy literacies +literalise -> literalised literalising literalise +literalist -> literalist literalists +literalize -> literalized literalizing literalizes +literal -> literal literals +literate -> literate literates +literature -> literature literatures +lite -> lite lites +lith -> lither lithest liths lith +lithgow -> lithgow lithgows +lithium -> lithium lithiums +lithograph -> lithographs lithograph lithographed +lithographer -> lithographers lithographer +lithographic -> lithographic lithographics +lithology -> lithologies lithology +lithotripter -> lithotripter lithotripters +lithuanian -> lithuanians lithuanian +litigant -> litigant litigants +litigate -> litigating litigate litigated +litigation -> litigation litigations +litoptern -> litopterns litoptern +litre -> litre litres +litterbug -> litterbugs litterbug +litter -> litter littering littered litters +little-known -> little-known little-knowns +little -> little littles +littl -> littler littlest littl +littl'un -> littl'uns littl'un +liturgy -> liturgy liturgies +live -> living live lived lives +livebearer -> livebearer livebearers +livebirth -> livebirth livebirths +livefood -> livefoods livefood +lively -> lively livelier liveliest +livelihood -> livelihood livelihoods +liven -> livened liven livening livens +liverpudlian -> liverpudlian liverpudlians +liver -> liver livers +liversidge -> liversidges liversidge +liverwort -> liverworts liverwort +livery -> liveries livery liveried +liveryman -> liverymen liveryman +life -> life lives lifes +livesey -> livesey liveseys +living-room -> living-room living-rooms +living-space -> living-space living-spaces +livre -> livre livres +livret -> livrets livret +lix -> lix lixs +lizard -> lizard lizards +lizzy -> lizzy lizzies +will -> will 'll wills wo willing willed +llama -> llama llamas +llano -> llano llanos +llma -> llmas llma +ln -> lner ln +lnternational -> lnternational lnternationals +loach -> loach loaches +load -> load loaded laden loading loads +loader -> loaders loader +loaf -> loaf loafed loaves loafing loafs +loafer -> loafer loafers +loam -> loams loam +loan -> loans loan loaned loaning +loan-shark -> loan-shark loan-sharks +loan-word -> loan-words loan-word +loa -> loa loas +loathe -> loathed loathe loathes +loath -> loath loaths +loathsome -> loathsome loathsomest +lob -> lobs lob lobbed lobbing +lobber -> lobbers lobber +lobby -> lobbied lobby lobbies lobbying +lobbyist -> lobbyists lobbyist +lobelia -> lobelias lobelia +lobe -> lobe lobes lobed +lobotomy -> lobotomy lobotomies +lobotomise -> lobotomising lobotomised lobotomise +lobster -> lobster lobsters +lobule -> lobule lobules +lobworm -> lobworms lobworm +locale -> locale locales +localisation -> localisation localisations +localise -> localises localise localising +localiser -> localiser localisers +localist -> localists localist +locality -> locality localities +localize -> localizing localize localizes +local -> local locals +loca -> loca locas +locate -> located locating locate locates +location -> location locations +locator -> locator locators +lochan -> lochan lochans +loch -> loch lochs loches +locker -> lockers locker +locker-room -> locker-room locker-rooms +locke -> locke lockes +locket -> lockets locket +lockgate -> lockgates lockgate +lock-gate -> lock-gate lock-gates +lock-in -> lock-ins lock-in +lockkeeper -> lockkeepers lockkeeper +lock-keeper -> lock-keeper lock-keepers +lock-out -> lock-outs lock-out +lockout -> lockout lockouts +lock-picker -> lock-picker lock-pickers +lockpick -> lockpick lockpicking +lock -> locked locks lock locking +lock-set -> lock-set lock-sets +locksmith -> locksmith locksmiths +lockstitch -> lockstitching lockstitch +lock-up -> lock-up lock-ups +locomotive -> locomotives locomotive +loco -> loco locos +locum -> locum locums +locust -> locusts locust +locution -> locution locutions +lode -> lode lodes +lodestar -> lodestar lodestars +lodestone -> lodestone lodestones +lodge -> lodge lodged lodges lodging +lodger -> lodgers lodger +lodging-house -> lodging-house lodging-houses +lodron -> lodrons lodron +loew -> loew loews +loft -> loft lofted lofts lofting +lofty -> lofty loftier loftiest +loganberry -> loganberry loganberries +logarithm -> logarithm logarithms +logbook -> logbook logbooks +log-book -> log-book log-books +logger -> loggers logger +loggerhead -> loggerheads loggerhead +loggia -> loggia loggias +logical -> logical logicals +logician -> logician logicians +logic -> logic logics +login -> login logins +log-in -> log-in log-ins +logjam -> logjam logjams +logogen -> logogen logogens +logo -> logo logos +logotype -> logotype logotypes +log -> log logs logged logging +loincloth -> loincloth loincloths +loin-cloth -> loin-cloth loin-cloths +lo -> lo loing +loin -> loin loins loined +loiterer -> loiterers loiterer +loiter -> loiter loitering loitered loiters +loke -> loke lokes +lok -> lok lokking +lola -> lola lolas +lollard -> lollard lollards +lolly -> lolly lollies +loll -> loll lolling lolled lolls +lollipop -> lollipop lollipops +lollope -> lolloping lolloped +lollop -> lollopped lollops lollop +londoner -> londoners londoner +lonely -> lonely loneliest lonelier +loneliness -> loneliness lonelinesses +lonely-heart -> lonely-hearts lonely-heart +lone-pair -> lone-pair lone-pairs +loner -> loner loners +longboat -> longboat longboats +long-bone -> long-bone long-bones +long-bow -> long-bows long-bow +longbowman -> longbowmen longbowman +longbow -> longbow longbows +long -> long longer longest longed longing longs +long- -> long- long-er +longeron -> longerons longeron +longfellow -> longfellow longfellows +longhair -> longhaired longhair +long-hair -> long-hairs long-hair +longhand -> longhand longhands +long-hop -> long-hops long-hop +longhorn -> longhorn longhorns +longhouse -> longhouse longhouses +longitude -> longitude longitudes +longitudinal -> longitudinal longitudinals +longleg -> longlegged longlegs +long-leg -> long-leg long-legs +longline -> longline longlines longlining +longmire -> longmire longmires +long-net -> long-nets long-net +long-player -> long-player long-players +long-scale -> long-scales long-scale +longship -> longship longships +longshoreman -> longshoremen longshoreman +long-shot -> long-shot long-shots +longtail -> longtail longtails +long-wave -> long-wave long-waves +lon -> lon lons +loofah -> loofahs loofah +'look -> 'looking 'look +look-alike -> look-alikes look-alike +lookalike -> lookalike lookalikes +looker -> looker lookers +look -> look looking looks looked +looking-glass -> looking-glass looking-glasses +lookout -> lookout lookouts +look-out -> look-out look-outs +look-up -> look-up look-ups +loom -> loomed looms loom looming +loony -> loony loonies looniest +loon -> loon looning loons +loop-hole -> loop-holes loop-hole +loophole -> loophole loopholes loopholed +loopy -> loopy loopier +loop -> loops looping loop looped +loop-the-loop -> loop-the-loop loop-the-loops +loo -> loo loos looing +loose-box -> loose-boxes loose-box +loose -> loose loosed loosing looses +loosehead -> loosehead looseheads +loose-head -> loose-head loose-heads +loose-liver -> loose-livers loose-liver +loosen -> loosens loosened loosen loosening +loot -> loot looted looting +looter -> looters looter +looy -> looies looy +lop -> lopped lop lops lopping +lope -> loped lope loping lopes +loquat -> loquat loquats +lord -> lord lording lorded +lordly -> lordly lordliest +lordling -> lordling lordlings +lordship -> lordship lordships +loremaster -> loremasters loremaster +lore -> lore lores +loricariid -> loricariid loricariids +lorikeet -> lorikeets lorikeet +lorimer -> lorimer lorimers +lorrain -> lorrain lorrains +lorry -> lorry lorries +lorry-driver -> lorry-driver lorry-drivers +lorryload -> lorryload lorryloads +lorry-load -> lorry-load lorry-loads +lory -> lories lory +loser -> losers loser +loss-adjuster -> loss-adjusters loss-adjuster +loss -> loss losses lossing +loss-leader -> loss-leader loss-leaders +loss-maker -> loss-makers loss-maker +lossmaker -> lossmaker lossmakers +lose -> lose lost losing loses +lote -> lotes lote +lothario -> lothario lotharios +loti -> lotis loti +lotion -> lotion lotions lotioned +loto -> lotos loto +lot -> lot lotted lots +lottery -> lottery lotteries +lotus-eater -> lotus-eaters lotus-eater +loud -> loud loudest louder +loudhailer -> loudhailers loudhailer +loud-mouth -> loud-mouths loud-mouth +loudmouth -> loudmouth loudmouths +loudspeaker -> loudspeakers loudspeaker loudspeakering loudspeakered +loud-speaker -> loud-speaker loud-speakers +loue -> loue loues +loughlin -> loughlin loughlins +lough -> lough loughs +lounger -> lounger loungers +lounge -> lounge lounges lounging lounged +loup -> loup louping +lour -> lours louring loured lour +louse -> lice louse lousing loused +lousewort -> lousewort louseworts +lousy -> lousy lousier +lout -> louts lout louting +louvette -> louvette louvettes +louvre -> louvre louvres +love-affair -> love-affair love-affairs +lovebird -> lovebirds lovebird +love-bite -> love-bites love-bite +lovedoll -> lovedolls lovedoll +loved-one -> loved-one loved-ones +love-handle -> love-handles love-handle +love-in -> love-in love-ins +love-letter -> love-letter love-letters +lovely -> lovely lovelier loveliest lovelies +love-making -> love-making love-makings +love-object -> love-object love-objects +love-poem -> love-poem love-poems +lover -> lover lovers +love -> love loves loved loving lovest +love-scene -> love-scenes love-scene +love-song -> love-song love-songs +love-story -> love-story love-stories +lovey -> lovey loveys +lowbrow -> lowbrow lowbrows +low-emission -> low-emissions low-emission +low -> low lower lowest lows lowing lowed +lower-off -> lower-off lower-offs +low-heel -> low-heels low-heel +lowland -> lowlands lowland +lowlander -> lowlanders lowlander +low-latitude -> low-latitudes low-latitude +low-level -> low-level low-levels +lowly -> lowly lowlier lowliest +low-lifer -> low-lifers low-lifer +lowlife -> lowlife lowlifes +low-life -> low-life low-lifes +lowlight -> lowlight lowlights +low'r -> low'ring low'r +low-relief -> low-relief low-reliefs +low-rev -> low-rev low-revs +lowther -> lowther lowthers +low-tide -> low-tides low-tide +low-wage -> low-wage low-waged +loyalism -> loyalism loyalisms +loyalist -> loyalists loyalist +loyalty -> loyalty loyalties +lozenge -> lozenges lozenge +lpa -> lpa lpas +l-plate -> l-plates l-plate +lp -> lp lps +l -> l ls +l-shape -> l-shape l-shapes +l-tense -> l-tenses l-tense +l-test -> l-test l-tests +lube -> lube lubes +lubricant -> lubricants lubricant +lubricate -> lubricate lubricated lubricating lubricates +lubrication -> lubrication lubrications +lucasfilm -> lucasfilm lucasfilms +luce -> luce luces +lucidity -> lucidity lucidities +lucky -> lucky luckier luckiest +luck -> luck lucks +luctian -> luctian luctians +luddite -> luddite luddites +luden -> luden ludens +lude -> lude ludes +luff -> luffed luff luffing +luger -> luger lugers +luggable -> luggables luggable +luggage -> luggage luggaged +lugger -> lugger luggers +lug -> lugs lugging lug lugged +luggnuggian -> luggnuggians luggnuggian +lugworm -> lugworm lugworms +luk -> lukked luk +lukal -> lukals lukal +luka -> luka lukas +lukk -> lukk lukks +lull -> lulled lull lulling lulls +lullaby -> lullabies lullaby +lumber -> lumbering lumbered lumber lumbers +lumberjack -> lumberjack lumberjacks +lumberjill -> lumberjills lumberjill +lumen -> lumen lumens +luminaire -> luminaire luminaires +luminary -> luminaries luminary +luminesce -> luminesce luminescing +luminosity -> luminosity luminosities +lumpy -> lumpy lumpier +lump -> lump lumps lumped lumping +lump-sum -> lump-sum lump-sums +lum -> lum lums +lunacy -> lunacy lunacies +lunatic -> lunatic lunatics +lunchbox -> lunchbox lunchboxes +lunchbreak -> lunchbreak lunchbreaks +luncheon-party -> luncheon-parties luncheon-party +luncheon -> luncheon luncheons +lunch -> lunch lunches lunching lunched +lunch-hour -> lunch-hour lunch-hours +lunch-room -> lunch-room lunch-rooms +lunchtime -> lunchtimes lunchtime +lunch-time -> lunch-time lunch-times +lundhag -> lundhag lundhags +lunette -> lunette lunettes +lunge -> lunges lunged lunge lungeing +lunger -> lunger lungers +lungfish -> lungfish lungfishes +lungful -> lungfuls lungful +lung -> lung lungs lunging +lungworm -> lungworm lungworms +lungwort -> lungworts lungwort +lunk -> lunk lunked +luo -> luo luos +lupa -> lupa lupas +lupin -> lupins lupin +lurch -> lurch lurched lurching lurches +lurcher -> lurchers lurcher +lurex -> lurex lurexed +lure -> lured luring lure lures +lurk -> lurks lurked lurking lurk +lurker -> lurker lurkers +lurrve -> lurrves lurrve +lurve -> lurve lurves +lush -> lush lusher lushes lushest +lusignan -> lusignan lusignans +lust -> lust lusted lusts lusting +lusty -> lusty lustier +lustre -> lustre lustres +lute -> lutes lute +lutenist -> lutenist lutenists +lutheran -> lutheran lutherans +luther -> luther luthers +luthier -> luthier luthiers +luv -> luv luvs +luvvy -> luvvies luvvy +luxembourgeoise -> luxembourgeoise luxembourgeoises +luxembourger -> luxembourgers luxembourger +luxuriate -> luxuriated luxuriating luxuriates luxuriate +luxury -> luxury luxuries +lychee -> lychees lychee +lycoming -> lycoming lycomings +lycopod -> lycopods lycopod +lydian -> lydian lydians +lymphatic -> lymphatic lymphatics +lymphoctye -> lymphoctyes lymphoctye +lymphocyte -> lymphocyte lymphocytes +lymphoedema -> lymphoedemas lymphoedema +lymphokine -> lymphokines lymphokine +lymphoma -> lymphoma lymphomas +lynch -> lynch lynched lynching lynches +lynchet -> lynchets lynchet +lynchpin -> lynchpin lynchpins +lynx -> lynx lynxes +lyre -> lyres lyre +lyre-bird -> lyre-bird lyre-birds +lyretail -> lyretail lyretailed +lyricist -> lyricist lyricists +lyric -> lyric lyrics +ly -> ly lys +lysander -> lysander lysanders +lysate -> lysates lysate +lyse -> lysing lysed lyse +lysine -> lysine lysines +lysosome -> lysosome lysosomes +lyte -> lyte lytes +lytle -> lytle lytles +maa -> maas maa +ma'am -> ma'am ma'ams +maar -> maar maars +mab -> mab mabs +macadam -> macadam macadams +macaque -> macaques macaque +macaroni -> macaroni macaronis +macaroon -> macaroons macaroon +macaw -> macaw macaws +macerate -> macerate macerating macerated +mace -> mace maces +machair -> machair machairs +machete -> machete machetes +machination -> machinations machination +machine -> machines machine machining machined +machine-breaker -> machine-breaker machine-breakers +machinegun -> machineguns machinegun +machine-gunner -> machine-gunner machine-gunners +machine-gun -> machine-gun machine-guns machine-gunned +machinehead -> machineheads machinehead +machineman -> machinemen machineman +machine-minder -> machine-minder machine-minders +machine-pistol -> machine-pistols machine-pistol +machinery -> machinery machineries +machine-tool -> machine-tool machine-tools +machinist -> machinist machinists +mach -> mach machs +mackerel -> mackerel mackerelled mackerels +mackintosh -> mackintosh mackintoshes +mack -> mack macks +macro -> macros macro +macroadenoma -> macroadenoma macroadenomas +macrobe -> macrobes macrobe +macrobiotic -> macrobiotic macrobiotics +macro-cannon -> macro-cannon macro-cannons +macrocell -> macrocell macrocells +macroeconomic -> macroeconomic macroeconomics +macroeconomist -> macroeconomist macroeconomists +macrofossil -> macrofossil macrofossils +macro-language -> macro-language macro-languages +macromolecule -> macromolecules macromolecule +macro-molecule -> macro-molecules macro-molecule +macrophage -> macrophages macrophage +macro-policy -> macro-policies macro-policy +macrostructure -> macrostructure macrostructures +macro-structure -> macro-structure macro-structures +mac -> mac macs +madame -> madame madames +madam -> madam madams +madden -> maddening maddened madden maddens +mad -> mad madder maddest madding mads +maddy -> maddy maddies +maddock -> maddock maddocks +make -> make made makes making maketh maked makeing makest +madeiran -> madeiran madeirans +madeira -> madeira madeiras +madeleine -> madeleine madeleines +made-wine -> made-wine made-wines +madhouse -> madhouse madhouses +mad-house -> mad-house mad-houses +madman -> madmen madman madmans +madness -> madness madnesses +madog -> madogs madog +madonna -> madonna madonnas +madrasah -> madrasahs madrasah +madrigal -> madrigals madrigal +madrigale -> madrigales madrigale +madrigalist -> madrigalists madrigalist +madwoman -> madwoman madwomen +maeander -> maeander maeanders +maelstrom -> maelstrom maelstroms +ma'e -> ma'e ma'es +ma -> ma maest +maestro -> maestro maestros +mafia -> mafia mafias +mag -> mags mag +magazine -> magazine magazines +magenta -> magenta magentas +mage -> mage mages maged +maggot -> maggots maggot +magharian -> magharian magharians +magian -> magians magian +magician -> magician magicians +magick -> magicked magick magicks +magic -> magic magics +magister -> magister magisters +magistracy -> magistracy magistracies +magistrate -> magistrates magistrate +magma -> magma magmas +magnate -> magnate magnates +magnesium -> magnesium magnesiums +magnet -> magnets magnet +magnetic -> magnetic magnetics +magnetise -> magnetise magnetising magnetised magnetises +magnetite -> magnetite magnetites +magnetization -> magnetization magnetizations +magnetize -> magnetizing magnetized +magnetometer -> magnetometer magnetometers +magneto -> magneto magnetos +magnetosphere -> magnetosphere magnetospheres +magnetron -> magnetron magnetrons +magnification -> magnification magnifications +magnify -> magnifying magnified magnify magnifies +magnifier -> magnifiers magnifier +magnitude -> magnitude magnitudes +magnolia -> magnolia magnolias +magnox -> magnox magnoxes +magnum -> magnum magnums +magpie -> magpies magpie +magyar -> magyar magyars +maharaja -> maharajas maharaja +maharajah -> maharajahs maharajah +mahdi -> mahdi mahdis +mahogany -> mahogany mahoganies +mahommedan -> mahommedan mahommedans +mahout -> mahout mahouts +mahr -> mahr mahrs +maidenhead -> maidenhead maidenheads +maiden -> maiden maidens +maid -> maid maids maiding +maidservant -> maidservant maidservants +maid-servant -> maid-servant maid-servants +maigret -> maigret maigrets +mailbag -> mailbags mailbag +mail-bag -> mail-bags mail-bag +mailbox -> mailbox mailboxes +mailer -> mailer mailers +mailman -> mailmen mailman +mailmerge -> mailmerge mailmerging +mail -> mail mails mailing mailed +mailshot -> mailshot mailshots mailshotting +mail-shot -> mail-shot mail-shots +maim -> maimed maim maiming maims +mainbocher -> mainbocher mainbochers +mainframer -> mainframer mainframers +mainframe -> mainframe mainframes +mainy -> mainy mainier +mainlander -> mainlanders mainlander +mainland -> mainland mainlands +mainline -> mainline mainlining mainlines +mainman -> mainman mainmen +mainplane -> mainplanes mainplane +mainsail -> mainsail mainsails +mainsheet -> mainsheet mainsheets +mainspar -> mainspars mainspar +mainspring -> mainsprings mainspring +mainstay -> mainstay mainstays +mainstreamer -> mainstreamers mainstreamer +mainstream -> mainstream mainstreams mainstreaming +maintain -> maintain maintained maintaining maintains +maintainer -> maintainer maintainers +mainwheel -> mainwheels mainwheel +mair -> mair mairs +maisonette -> maisonette maisonettes +maison -> maison maisons +maister -> maisters maister +majesty -> majesty majesties +majeur -> majeurs majeur +majorcan -> majorcan majorcans +major-domo -> major-domo major-domos +majorette -> majorettes majorette +major-general -> major-general major-generals +majore -> majored majoring +majorite -> majorites majorite +majority -> majority majorities +major -> major majors +majuscule -> majuscule majuscules +makeover -> makeover makeovers +make-over -> make-over make-overs +maker -> makers maker +makeshift -> makeshift makeshifts +make-up -> make-up make-ups +make-weight -> make-weights make-weight +makeweight -> makeweight makeweights +mak -> mak maks +maktoum -> maktoums maktoum +malabar -> malabar malabars +malabsorb -> malabsorbed malabsorb +maladjustment -> maladjustment maladjustments +maladministration -> maladministration maladministrations +malady -> maladies malady +malapropism -> malapropisms malapropism +malaria -> malaria malarias +malariologist -> malariologists malariologist +mala -> mala malas +malawian -> malawians malawian +malay -> malays malay +malaysian -> malaysian malaysians +malcontent -> malcontents malcontent +malefaction -> malefaction malefactions +malefactor -> malefactors malefactor +maleffect -> maleffects maleffect +maleo -> maleo maleos +male -> male males +malevolence -> malevolence malevolences +malfeasance -> malfeasance malfeasances +malformation -> malformations malformation +malfunction -> malfunctions malfunction malfunctioning malfunctioned +malian -> malian malians +malice -> malice malices +malignancy -> malignancy malignancies +malignant -> malignant malignants +malign -> malign maligned maligning +malinger -> malingering malinger +malingerer -> malingerers malingerer +mall -> malls mall malling +mallard -> mallard mallards +mallet -> mallets mallet +mallory -> mallory mallorys +mallow -> mallow mallows +malo -> malo malos +malpractice -> malpractice malpractices +maltese -> malteser maltese +malthouse -> malthouse malthouses +malthusian -> malthusian malthusians +malty -> malty malties +maltreat -> maltreated maltreat +malt -> malt malts malting malted +maltster -> maltster maltsters +mam -> mams mam +mama -> mama mamas +mamba -> mambas mamba +mameluk -> mameluk mameluks +mamluk -> mamluk mamluks +mammal -> mammals mammal +mammary -> mammary mammaries +mamma -> mamma mammas +mammy -> mammy mammies +mammogram -> mammogram mammograms +mammoth -> mammoth mammoths +man -> men man manning manned mans +man- -> man-s man- +manacle -> manacled manacle manacles manacling +manage -> managed manage managing manages +management -> management managements +manageress -> manageress manageresses +managerial -> managerial managerials +manager -> manager managers +mananger -> manangers mananger +mana -> mana manas +manatee -> manatees manatee +manchurian -> manchurian manchurians +manchu -> manchu manchus +manciple -> manciple manciples +manc -> manc mancs +mancunian -> mancunian mancunians +mandala -> mandala mandalas +mandarin -> mandarin mandarins +mandate -> mandate mandated mandates mandating +man-day -> man-days man-day +mander -> mander manders +mandible -> mandible mandibles +mandoline -> mandolines mandoline +mandolin -> mandolin mandolins +mandrake -> mandrake mandrakes +mandrel -> mandrel mandrels +mandrill -> mandrill mandrills +mandroid -> mandroid mandroids +mane -> manes mane +maneater -> maneater maneaters +man-eater -> man-eater man-eaters +maner -> maner maners +maneuver -> maneuvered maneuvers +mangel -> mangels mangel +mangelwurzel -> mangelwurzels mangelwurzel +manger -> manger mangers +mangetout -> mangetout mangetouts +mange-tout -> mange-tout mange-touts +mangle -> mangled mangles mangle mangling +mango -> mango mangoes +mangold -> mangolds mangold +mangonel -> mangonel mangonels +mangrove -> mangroves mangrove +manhandle -> manhandle manhandled manhandling manhandles +man-hater -> man-hater man-haters +manhole -> manholes manhole +man-hole -> man-holes man-hole +manhood -> manhood manhoods +man-horse -> man-horse man-horses +manhour -> manhours manhour +man-hour -> man-hours man-hour +manhunt -> manhunt manhunts +maniac -> maniac maniacs +mania -> mania manias +manic-depressive -> manic-depressive manic-depressives +manichee -> manichee manichees +manic -> manic manics +manicure -> manicure manicures manicuring +manicurist -> manicurist manicurists +manifestation -> manifestation manifestations +manifest -> manifest manifested manifesting manifests +manifesto -> manifesto manifestos +manifold -> manifold manifolds manifolding +manikin -> manikins manikin +manilla -> manilla manillas +maniot -> maniot maniots +manipulate -> manipulated manipulating manipulate manipulates +manipulation -> manipulation manipulations +manipulative -> manipulative manipulatives +manipulator -> manipulator manipulators +manly -> manly manliest manlier +manlift -> manlifts manlift +man-mountain -> man-mountain man-mountains +mannequin -> mannequins mannequin +mannerism -> mannerism mannerisms +mannerist -> mannerist mannerists +manner -> manner manners +mannikin -> mannikin mannikins +manoeuvering -> manoeuverings manoeuvering +manoeuvre -> manoeuvre manoeuvring manoeuvres +manoevre -> manoevre manoevres +man-of-war -> men-of-war man-of-war +manoir -> manoir manoirs +manometer -> manometer manometers +manor -> manor manors +manouevre -> manouevres manouevre +manouvre -> manouvres manouvre +man-rem -> man-rems man-rem +manservant -> manservants manservant menservants +man-servant -> man-servant man-servants +manse -> manse manses +mansion -> mansion mansions +mansi -> mansi mansis +manslaughter -> manslaughter manslaughters +mantelpiece -> mantelpiece mantelpieces +mantel -> mantel mantels +man-thing -> man-thing man-things +mantilla -> mantilla mantillas +mantle -> mantle mantled mantles mantling +mantrap -> mantraps mantrap +mantra -> mantra mantras +manual -> manuals manual +manualist -> manualists manualist +manufactory -> manufactories manufactory manufactorys +manufacture -> manufacture manufactured manufactures +manufacturer -> manufacturers manufacturer +manure -> manures manure manuring manured +manuscript -> manuscripts manuscript +manwaring -> manwaring manwarings +manxman -> manxman manxmen +manyatta -> manyattas manyatta +man-year -> man-year man-years +many-one -> many-one many-ones +maoism -> maoisms maoism +maoist -> maoist maoists +maori -> maori maoris +map-case -> map-cases map-case +mapic -> mapic mapics +maple -> maple maples +mapmaker -> mapmakers mapmaker +map-maker -> map-makers map-maker +mapper -> mapper mappers +map -> map maps mapped mapping +mapunit -> mapunit mapunits +maquette -> maquettes maquette +maquiladora -> maquiladoras maquiladora +maquila -> maquila maquilas +mar -> marred mar mars marring +maran -> maran marans +mara -> mara maras +marathoner -> marathoners marathoner +marathon -> marathon marathons +marauder -> marauders marauder +maravilla -> maravilla maravillas +marble -> marble marbles marbling +marcher -> marchers marcher +march -> march marches marched marching +marck -> marcks marck +marcuse -> marcuse marcuses +mardle -> mardle mardles +mare -> mare mares +mare's-tail -> mare's-tail mare's-tails +margarine -> margarine margarines +margarita -> margarita margaritas +margherita -> margherita margheritas +marginalise -> marginalised marginalise marginalises marginalising +marginalize -> marginalized marginalize marginalizes marginalizing +marginal -> marginal marginals +margin -> margin margins +marguerite -> marguerite marguerites +marhaen -> marhaen marhaens +maria -> maria marias +marienburger -> marienburgers marienburger +marigold -> marigolds marigold +marimba -> marimba marimbas +marinade -> marinade marinading marinades marinaded +marina -> marina marinas +marinate -> marinate marinated marinating +mariner -> mariner mariners +marine -> marine marines +marinist -> marinists marinist +marionette -> marionettes marionette +marisco -> mariscos marisco +marish -> marish marishes +maritime -> maritime maritimes +marjoram -> marjoram marjorams +mark-down -> mark-down mark-downs +marke -> markes marke +marker -> markers marker +market-day -> market-days market-day +marketeer -> marketeers marketeer +marketer -> marketer marketers +marketing -> marketing marketings +marketmaker -> marketmakers marketmaker +market-maker -> market-maker market-makers +marketplace -> marketplace marketplaces +market-place -> market-place market-places +market-porter -> market-porter market-porters +market-road -> market-road market-roads +market -> market markets marketed +market-town -> market-town market-towns +mark -> mark marks marked marking +marksheet -> marksheets marksheet +marksman -> marksman marksmen +markstone -> markstones markstone +markup -> markup markups +mark-up -> mark-up mark-ups +marl -> marl marls marled +marmalade -> marmalade marmalades +marmoset -> marmoset marmosets +marmot -> marmots marmot +marocain -> marocains marocain +maronite -> maronites maronite +maron -> maron marons +maroon -> maroon marooned maroons marooning +marple -> marple marples +marque -> marques marque +marquee -> marquee marquees +marquesa -> marquesa marquesas +marquess -> marquess marquesses +marquise -> marquise marquises +marram -> marram marrams +marrano -> marrano marranos +marriage -> marriage marriages +marry -> marries married marry marrying marryed +marron -> marron marrons +marrow -> marrows marrow +marrowbone -> marrowbone marrowbones +marsh -> marshes marsh +marshal -> marshalled marshalling marshal marshals +marshalling-yard -> marshalling-yard marshalling-yards +marshall -> marshall marshalls +marshland -> marshland marshlands +marshmallow -> marshmallow marshmallows +marshman -> marshman marshmen +marsupial -> marsupial marsupials +martagon -> martagon martagons +marten -> martens marten +martial -> martial martialled martials +martian -> martians martian +martineau -> martineau martineaus +martinet -> martinet martinets +martingale -> martingale martingales +martinican -> martinicans martinican +martini -> martini martinis +martin -> martin martins +martin's-in-the-field -> martin's-in-the-fields martin's-in-the-field +martlet -> martlets martlet +mart -> mart marts +martyr -> martyrs martyr martyred martyring martyr's +martyrdom -> martyrdom martyrdoms +marvel -> marvelled marvel marvels marvelling +marxism -> marxism marxisms +marxist-feminist -> marxist-feminists marxist-feminist +marxist-leninist -> marxist-leninist marxist-leninists +marxist -> marxist marxists +mary -> mary maryed +mascarade -> mascarade mascarades +mascara -> mascara mascaras +maschotrometer -> maschotrometer maschotrometers +mascon -> mascons mascon +mascot -> mascot mascots +masculine -> masculine masculines +masculinise -> masculinised masculinising +masculinity -> masculinity masculinities +maser -> maser masers +masher -> masher mashers +mash -> mash mashing mashed mashes +masker -> masker maskers +mask -> mask masks masked masking +maslin -> maslin maslins +masochist -> masochist masochists +mason-architect -> mason-architect mason-architects +mason -> mason masoned masons +masonry -> masonry masonries +mason-watcher -> mason-watchers mason-watcher +masquerade -> masquerading masquerade masquerades masqueraded +masquer -> masquer masquers +masque -> masque masques +massacre -> massacres massacre +massacr -> massacred massacring +massage -> massage massaged massaging massages +massager -> massager massagers +massaliote -> massaliote massaliotes +mass -> mass masses massed massing +masseur -> masseurs masseur +masseuse -> masseuses masseuse +massif -> massif massifs +mass-killing -> mass-killings mass-killing +mass-murderer -> mass-murderer mass-murderers +masta -> masta mastas +master-builder -> master-builder master-builders +masterclass -> masterclass masterclasses +master-craftsman -> master-craftsman master-craftsmen +master-lacquer -> master-lacquer master-lacquers +master-manufacturer -> master-manufacturers master-manufacturer +mastermind -> masterminding masterminded mastermind masterminds +master-mind -> master-minds master-minded +masterpiece -> masterpiece masterpieces +master-piece -> master-piece master-pieces +masterplan -> masterplan masterplans +master-plan -> master-plan master-plans +master -> master masters mastered mastering +masterstroke -> masterstroke masterstrokes +master-stroke -> master-stroke master-strokes +masterwork -> masterwork masterworks +masterworkshop -> masterworkshop masterworkshops +masthead -> masthead mastheads +mast-head -> mast-head mast-heads +masticate -> masticated masticate masticates masticating +mastic -> mastic mastics +mastiff -> mastiff mastiffs +mastodon -> mastodon mastodons +mastoid -> mastoids mastoid +mast -> mast masts masted +masturbate -> masturbated masturbate masturbating masturbates +masturbator -> masturbator masturbators +mat -> mats mat matted matting +matador -> matador matadors +matchboard -> matchboard matchboarded matchboarding +matchbook -> matchbooks matchbook +match-box -> match-boxes match-box +matchbox -> matchbox matchboxes +matchday -> matchdays matchday +match-day -> match-day match-days +match -> match matched matches matching +match-girl -> match-girls match-girl +matchmake -> matchmaking matchmake +matchmaker -> matchmaker matchmakers +matchman -> matchman matchmen +match-slip -> match-slip match-slips +matchstick -> matchstick matchsticks +matchwinner -> matchwinner matchwinners +match-winner -> match-winner match-winners +mate -> mates mate mating mated +matelote -> matelote matelotes +matelot -> matelot matelots +materialisation -> materialisation materialisations +materialise -> materialises materialise materialised materialising +materialist -> materialist materialists +materiality -> materialities materiality +materialize -> materialize materialized materializes materializing +material -> material materials +mater -> mater maters +mathematician -> mathematicians mathematician +mathew -> mathew mathews +matia -> matia matias +matinee -> matinee matinees +matra -> matra matras +matriarch -> matriarch matriarchs +matrix -> matrix matrices matrixed matrixes +matriculate -> matriculated matriculate matriculating +matriline -> matrilines matriline +matrilineage -> matrilineage matrilineages +matron -> matrons matron +matsutake -> matsutake matsutakes +matte -> mattes matte +matterhorn -> matterhorn matterhorns +matter -> mattered matters matter mattering +matthew -> matthew matthews +mattock -> mattock mattocks +mattress -> mattress mattresses +matt -> matt matts +maturation -> maturation maturations +mature -> mature matured matures maturing maturer +maturity -> maturity maturities +matzo -> matzo matzos +matz -> matz matzs +maudit -> maudit maudits +maule -> maule maules +maul -> mauled mauls maul mauling +maunder -> maundering maunder maundered +maund -> maund maunds +mauritanian -> mauritanian mauritanians +mauritian -> mauritian mauritians +mause -> mauses mause +mauser -> mausers mauser +mausoleum -> mausoleum mausoleums +mauve -> mauve mauves +maven -> mavens maven +maverick -> maverick mavericks +maw -> maw maws +max -> max maxed maxing +maximum -> maximum maxima maximums +maximalist -> maximalist maximalists +maximand -> maximands maximand +maximise -> maximise maximised maximising maximises +maximiser -> maximiser maximisers +maximize -> maximizing maximize maximizes maximized +maximizer -> maximizers maximizer +maximo -> maximo maximos +maxim -> maxim maxims +mayan -> mayan mayans +maya -> maya mayas +maybe -> maybe maybes +mayday -> mayday maydays +mayde -> maydes mayde +mayflower -> mayflower mayflowering +mayfly -> mayflies mayfly +mayhew -> mayhew mayhews +mayland -> maylands mayland +mayonnaise -> mayonnaise mayonnaises +mayorality -> mayoralities mayorality +mayoralty -> mayoralty mayoralties +mayorazgo -> mayorazgo mayorazgos +mayoress -> mayoress mayoresses +mayor -> mayor mayors +mayorship -> mayorship mayorships +maypole -> maypole maypoles +may -> may mays +maze -> mazes maze mazed mazing +mazeltov -> mazeltovs mazeltov +mazurka -> mazurkas mazurka +mba -> mba mbas +mbe -> mbe mbes +mbo -> mbo mbos +mb -> mb mbs mbest +mc -> mc mcs +mdb -> mdb mdbs +mdel -> mdels mdel +md -> md mds +i -> i me my mine +meadow-grass -> meadow-grass meadow-grasses +meadowland -> meadowlands meadowland +meadow -> meadow meadows +mead -> mead meads +meadsman -> meadsman meadsmen +mealie -> mealies mealie +mealy -> mealy mealiest +meal -> meal meals +mealtime -> mealtimes mealtime +meal-time -> meal-times meal-time +mealworm -> mealworm mealworms +meander -> meanders meander meandering meandered +meane -> meane meanes +meany -> meany meanies +mean -> mean meaning means meant meanest meaner meaned +meaning-maker -> meaning-makers meaning-maker +meanness -> meanness meannesses +means-end -> means-end means-ends +means-test -> means-tests means-test +meare -> meare meares +mea -> mea meas +measurement -> measurement measurements +measure -> measured measures measure measuring +meatball -> meatballs meatball +meate -> meates meate +meat-eater -> meat-eaters meat-eater +meat-hook -> meat-hook meat-hooks +meaty -> meaty meatier +meat -> meat meats meating +mecca -> mecca meccas +mechanical -> mechanical mechanicals +mechanick -> mechanicks mechanick +mechanic -> mechanic mechanics +mechanise -> mechanise mechanising +mechanism -> mechanism mechanisms +mechanist -> mechanist mechanists +mechanize -> mechanizing mechanize +mechatronic -> mechatronic mechatronics +mechonoid -> mechonoids mechonoid +mech -> mech mechs +mec -> mec mecs +mecum -> mecum mecums +m -> m med ming mest +medalist -> medalist medalists +medallion -> medallion medallions +medallist -> medallist medallists +medal -> medal medals medalling +medal-winner -> medal-winner medal-winners +meddle -> meddling meddle meddles meddled +meddler -> meddler meddlers +mede -> medes mede +median -> median medians +media -> media medias +mediate -> mediated mediating mediate mediates +mediation -> mediations mediation +mediator -> mediators mediator +medic -> medics medic +medicalise -> medicalised medicalise +medical -> medical medicals +medicament -> medicaments medicament +medica -> medica medicas +medicate -> medicate medicates medicating +medication -> medication medications +medicine-man -> medicine-man medicine-men +medicine -> medicine medicines +medico -> medico medicos +medievalist -> medievalists medievalist +medina -> medina medinas +mediocre -> mediocre mediocres +mediocrity -> mediocrity mediocrities +medio -> medio medios +meditate -> meditating meditate meditated meditates +meditation -> meditations meditation +meditator -> meditators meditator +medium-pacer -> medium-pacer medium-pacers +medium -> medium mediums +mediwipe -> mediwipe mediwipes +medjay -> medjays medjay +medkit -> medkit medkits +medlar -> medlars medlar +medley -> medley medleys +medrese -> medreses medrese +medusiform -> medusiforms medusiform +meek -> meek meekest meeker +meerkat -> meerkat meerkats +meer -> meer meers +meerschaum -> meerschaums meerschaum +meeting-house -> meeting-houses meeting-house +meeting-place -> meeting-places meeting-place +meeting-point -> meeting-point meeting-points +meeting-room -> meeting-rooms meeting-room +megabar -> megabars megabar +mega-bid -> mega-bid mega-bids +megabit -> megabit megabits +megabuck -> megabucks megabuck +mega-buck -> mega-buck mega-bucks +megabyte -> megabyte megabytes +megacryst -> megacrysts megacryst +mega-deal -> mega-deals mega-deal +megadeath -> megadeaths megadeath +megadrive -> megadrive megadrives +megaflop -> megaflop megaflops +mega-flop -> mega-flop mega-flops +megakaryocyte -> megakaryocytes megakaryocyte +megalith -> megaliths megalith +megalomaniac -> megalomaniac megalomaniacs +mega-merger -> mega-mergers mega-merger +megaphone -> megaphone megaphones +megapode -> megapode megapodes +mega-project -> mega-projects mega-project +megarian -> megarians megarian +mega -> mega megas +megaseller -> megasellers megaseller +megastar -> megastar megastars +megastore -> megastore megastores +mega-store -> mega-store mega-stores +megatape -> megatape megatapes +megatonne -> megatonnes megatonne +megaton -> megaton megatons +megatrend -> megatrends megatrend +megawatt -> megawatt megawatts +megrim -> megrims megrim +meg -> meg megs +mehfil -> mehfils mehfil +meith -> meiths meith +mekon -> mekons mekon +mek -> mek meks +melaena -> melaena melaenas +melancholia -> melancholia melancholias +melancholic -> melancholics melancholic +melanesian -> melanesians melanesian +melanin -> melanin melanins +melanism -> melanism melanisms +melanocyte -> melanocyte melanocytes +melanoma -> melanoma melanomas +mela -> mela melas +melchite -> melchites melchite +meld -> melding meld melded melds +melee -> melee melees +melian -> melian melians +melisma -> melisma melismas +mellow -> mellow mellowed mellows mellower mellowing +melo -> melos melo +melody -> melody melodies +melodrama -> melodrama melodramas +melon -> melon melons +melsh -> melsh melshed +melt -> melted melt melting melts +melting-point -> melting-points melting-point +melting-pot -> melting-pot melting-pots +meltwater -> meltwater meltwaters +memba -> memba membas +member-country -> member-countries member-country +member -> member members membered independents +membership -> membership memberships +member-state -> member-state member-states +membrane -> membrane membranes +membre -> membre membres +memeber -> memebers memeber +memento -> memento mementoes mementos +meme -> meme memes +memoir -> memoirs memoir +memoire -> memoire memoires +memoirist -> memoirist memoirists +memorandum -> memorandum memoranda memorandums +memorialise -> memorialised memorialising +memorialist -> memorialists memorialist +memorialize -> memorialized memorialize +memorial -> memorial memorials +memory -> memory memories +memorise -> memorising memorise memorised memorises +memorize -> memorize memorizing memorized memorizes +memory-jogger -> memory-joggers memory-jogger +memo -> memo memos +memsahib -> memsahibs memsahib +'man -> 'man 'men +menace -> menace menacing menaces menaced +mena -> mena menas +mendelian -> mendelian mendelians +mender -> mender menders +mendicant -> mendicant mendicants +mend -> mended mending mend mends +meng -> meng mengs +menhir -> menhirs menhir +menial -> menial menials +mennonite -> mennonites mennonite +mense -> menses mense +menshevik -> menshevik mensheviks +menstruate -> menstruating menstruate menstruates +menstruation -> menstruation menstruations +mentality -> mentality mentalities +mention -> mentioned mention mentioning mentions +mentore -> mentoring mentored +mentor -> mentor mentors +ment -> ment ments +menu -> menus menu +meow -> meows meowed meow meowing +mep -> meps mep +mercantilist -> mercantilists mercantilist +mercaptan -> mercaptans mercaptan +mercat -> mercat mercats +merce -> merced merce merces +mercenary -> mercenary mercenaries +mercer -> mercer mercers +merchandiser -> merchandisers merchandiser +merchandise -> merchandise merchandising merchandised +merchandize -> merchandize merchandizing +merchant -> merchants merchant merchanting +merchantman -> merchantman merchantmen +mercian -> mercian mercians +mercy -> mercy mercies mercied +merc -> merc mercs +mercurial -> mercurial mercurials +meredith-lee -> meredith-lee meredith-lees +mere -> mere merest meres +merganser -> mergansers merganser +merga -> merga mergas +merger -> mergers merger +merge -> merge merging merged merges +meridian -> meridian meridians +meringue -> meringues meringue +merino -> merino merinos +meristem -> meristem meristems +meritocracy -> meritocracy meritocracies +meritocrat -> meritocrats meritocrat +merit -> merit merits merited meriting +merk -> merks merk +merkhet -> merkhet merkhets +merkut -> merkuts merkut +merlin -> merlin merlins +merlon -> merlons merlon +mermaid -> mermaid mermaids +merman -> merman mermen +merovingian -> merovingian merovingians +merrick -> merrick merricks +merry -> merry merriest merrier +merrow -> merrow merrows +merry-go-round -> merry-go-round merry-go-rounds +merrymaker -> merrymaker merrymakers +mer -> mer mers +merseysider -> merseysiders merseysider +mesa -> mesa mesas +mesentery -> mesentery mesenteries +mesfet -> mesfets mesfet +mesh -> meshed mesh meshes meshing +mesh-length -> mesh-lengths mesh-length +meskhetian -> meskhetian meskhetians +mesmerise -> mesmerised mesmerise mesmerising +mesmerize -> mesmerized mesmerizing mesmerize mesmerizes +mesomorph -> mesomorph mesomorphs +meson -> mesons meson +mesopotamian -> mesopotamian mesopotamians +mesothelioma -> mesothelioma mesotheliomas +mesotron -> mesotrons mesotron +message -> message messages messaged messaging +messenger -> messenger messengers +messer -> messer messers +messerschmitt -> messerschmitt messerschmitts +messiah -> messiah messiahs +messy -> messy messier +mess -> mess messing messed messes +mess-mate -> mess-mates mess-mate +messroom -> messroom messrooms +mess-tin -> mess-tin mess-tins +messuage -> messuages messuage +mestizo -> mestizo mestizos +meet -> meet met meeting meets meeted meetest +metabisulphite -> metabisulphite metabisulphites +metabolise -> metabolised metabolise metabolising +metabolism -> metabolism metabolisms +metabolite -> metabolites metabolite +metabolize -> metabolizes metabolized metabolizing metabolize +metacarpal -> metacarpals metacarpal +metacentric -> metacentric metacentrics +meta-deduction -> meta-deduction meta-deductions +metafile -> metafile metafiles +metal -> metals metal metalled metalling +metalanguage -> metalanguages metalanguage +metalhead -> metalheads metalhead +metaller -> metallers metaller +metallic -> metallic metallics +metalloproteinase -> metalloproteinases metalloproteinase +metallurgist -> metallurgist metallurgists +metalpoint -> metalpoint metalpoints +metalware -> metalwares metalware +metalworker -> metalworkers metalworker +metal-worker -> metal-workers metal-worker +metalwork -> metalwork metalworks +metamorphose -> metamorphosed metamorphoses metamorphose metamorphosing +metanarrative -> metanarratives metanarrative +metaphase -> metaphase metaphases +metaphor -> metaphor metaphors +metaphysic -> metaphysics metaphysic +metaphysical -> metaphysical metaphysicals +metaphysician -> metaphysicians metaphysician +meta-procedure -> meta-procedure meta-procedures +metar -> metars metar +metastasise -> metastasised metastasising metastasise +metastasize -> metastasized metastasizing metastasize +metastrongyloid -> metastrongyloid metastrongyloids +metatarsal -> metatarsal metatarsals +metatheory -> metatheory metatheories +metatherian -> metatherian metatherians +metavolcanic -> metavolcanics metavolcanic +metazoan -> metazoan metazoans +meteor -> meteors meteor +meteorite -> meteorites meteorite +meteoriticist -> meteoriticists meteoriticist +meteorologist -> meteorologists meteorologist +meter -> meters meter metered metering +mete -> meted metes mete meting +meth -> meths meth +methacrylate -> methacrylate methacrylates +methane -> methane methanes +methionine -> methionine methionines +methody -> methody methodies +methodist -> methodist methodists +methodologist -> methodologist methodologists +methodology -> methodologies methodology +method -> method methods +methuselah -> methuselah methuselahs +methylate -> methylates methylate +methylation -> methylation methylations +methyltransferase -> methyltransferase methyltransferases +metope -> metopes metope +metre -> metres metre +metric -> metric metrics +metronome -> metronome metronomes +metropole -> metropole metropoles +metropolis -> metropolis metropolises +metropolitan -> metropolitan metropolitans +metro -> metro metros +mevleviyet -> mevleviyets mevleviyet +mew -> mewing mewed mew +mewl -> mewled mewl +mexican-american -> mexican-american mexican-americans +mexicano -> mexicanos mexicano +mexican -> mexican mexicans +meze -> mezes meze +mezzanine -> mezzanine mezzanines +mezzo-soprano -> mezzo-soprano mezzo-sopranos +mezzotint -> mezzotinting mezzotints mezzotint +mglur -> mglurs mglur +mg -> mg mgs +miaoue -> miaoued miaouing +miaow -> miaowing miaows miaow miaowed +mia -> mia mias +miasma -> miasma miasmas +mica -> mica micas +mouse -> mouse mice mouses +micelle -> micelles micelle +michelin -> michelin michelins +michelson -> michelson michelsons +mickey -> mickey mickeys +microbe -> microbes microbe +microbiologist -> microbiologist microbiologists +microchip -> microchip microchips +micro-chip -> micro-chip micro-chips +microclimate -> microclimate microclimates +micro-climate -> micro-climate micro-climates +microcomputer -> microcomputers microcomputer +micro-computer -> micro-computer micro-computers +microcontroller -> microcontrollers microcontroller +microcosm -> microcosm microcosms +microcrystal -> microcrystal microcrystals +microdeletion -> microdeletion microdeletions +microeconomic -> microeconomic microeconomics +micro-electric -> micro-electric micro-electrics +microelectrode -> microelectrodes microelectrode +micro-electrode -> micro-electrodes micro-electrode +microenvironment -> microenvironment microenvironments +microfibre -> microfibre microfibres +micro-fibre -> micro-fibre micro-fibres +microfich -> microfiches microfiching +microfilament -> microfilaments microfilament +micro-film -> micro-film micro-filmed +microfilm -> microfilm microfilming microfilms microfilmed +microfloppy -> microfloppy microfloppies +microflora -> microflora microfloras +microform -> microforms microform +microfossil -> microfossils microfossil +micro-fossil -> micro-fossils micro-fossil +microgram -> micrograms microgram +micrograph -> micrographs micrograph +micrographic -> micrographic micrographics +microhabitat -> microhabitats microhabitat +microinject -> microinject microinjected +microinjection -> microinjection microinjections +micro-instruction -> micro-instructions micro-instruction +microkernel -> microkernel microkernels +micro-kernel -> micro-kernel micro-kernels +microlight -> microlight microlights +microlite -> microlite microlites +microlitre -> microlitre microlitres +micrometeorite -> micrometeorites micrometeorite +micrometer -> micrometer micrometers +micrometre -> micrometres micrometre +micro-mini -> micro-minis micro-mini +micron -> microns micron +micronesian -> micronesians micronesian +micronic -> micronics micronic +micronutrient -> micronutrients micronutrient +microorganism -> microorganisms microorganism +micro-organism -> micro-organisms micro-organism +microparticle -> microparticles microparticle +microphone -> microphone microphones +micropipette -> micropipette micropipettes +microplate -> microplate microplates +micropore -> micropore micropores +micropower -> micropower micropowers +microprobe -> microprobe microprobes +micro-process -> micro-processes micro-process +microprocessor -> microprocessor microprocessors +microprogram -> microprogramming microprogram microprogrammed microprograms +micro-program -> micro-program micro-programmed +micro-robotic -> micro-robotic micro-robotics +micro-route -> micro-routes micro-route +micro -> micro micros +microscope -> microscope microscopes microscoping +microscopist -> microscopist microscopists +microsecond -> microsecond microseconds +micro-second -> micro-second micro-seconds +microsociety -> microsocieties microsociety +microsparc -> microsparc microsparcs +microsporidian -> microsporidian microsporidians +microstructure -> microstructure microstructures +microswitch -> microswitch microswitches +microsystem -> microsystems microsystem +microtine -> microtines microtine +microtubule -> microtubules microtubule +microvax -> microvax microvaxs +microvessel -> microvessel microvessels +microwave -> microwaved microwave microwaves microwaving +microwell -> microwells microwell +microworld -> microworld microworlds +microworm -> microworms microworm +microwriter -> microwriter microwriters +mic -> mic mics +mid-afternoon -> mid-afternoon mid-afternoons +mid-career -> mid-career mid-careers +midclass -> midclass midclasses +mid-class -> mid-class mid-classes +midden -> middens midden +mid-depth -> mid-depths mid-depth +middle-class -> middle-class middle-classes +middlefield -> middlefield middlefields +middleman -> middlemen middleman +middle-manager -> middle-managers middle-manager +middle-man -> middle-man middle-men +middle -> middle middles middled +middleweight -> middleweight middleweights +mid-down -> mid-down mid-downs +middy -> middies middy +mid-fielder -> mid-fielders mid-fielder +midfielder -> midfielder midfielders +midfield -> midfield midfields +midge -> midges midge +midgetman -> midgetman midgetmen +midget -> midget midgets +midianite -> midianites midianite +midinette -> midinettes midinette +mid-iron -> mid-iron mid-irons +midland -> midland midlander +mid-late -> mid-late mid-later +mid-latitude -> mid-latitudes mid-latitude +mid-layer -> mid-layers mid-layer +mid-length -> mid-length mid-lengths +mid-level -> mid-level mid-levels +midnight -> midnight midnights +midnite -> midnites midnite +mid-ocean -> mid-ocean mid-oceans +mid-part -> mid-part mid-parts +midpoint -> midpoints midpoint +mid-point -> mid-point mid-points +mid-price -> mid-price mid-priced mid-prices +midprice -> midprice midprices +midriff -> midriff midriffs +mid -> mid mids middest +mid-season -> mid-season mid-seasons +midsection -> midsection midsections +mid-section -> mid-section mid-sections +mid-set -> mid-setting mid-set +mid-seventeenth-century -> mid-seventeenth-centuries mid-seventeenth-century +midship -> midships midship +midshipman -> midshipman midshipmen +mid-shot -> mid-shot mid-shots +mid-sole -> mid-soles mid-sole +midsole -> midsole midsoles +midspread -> midspread midspreads +midsummer -> midsummer midsummers +mid-summer -> mid-summer mid-summers +mid-teen -> mid-teens mid-teen +mid-victorian -> mid-victorian mid-victorians +mid-war -> mid-wars mid-war +midwater -> midwater midwaters +mid-water -> mid-water mid-waters +midway -> midway midways +midwicket -> midwicket midwickets +midwive -> midwives midwive +mid-year -> mid-year mid-years +might-have-been -> might-have-beens might-have-been +mighty -> mighty mightier mightiest +might -> might mights +mignon -> mignon mignons +migraine -> migraine migraines +migrant -> migrants migrant +migrate -> migrates migrating migrated migrate +migration -> migration migrations +migrator -> migrator migrators +mig -> mig migs +mike -> mike mikes miked miking +mikestand -> mikestand mikestands +miko -> mikos miko +mikva -> mikva mikvas +mild -> mild milder milds mildest +mildew -> mildew mildews mildewed +mile -> miles mile miling miler +mileage -> mileage mileages +mile-mark -> mile-mark mile-marks +mileometer -> mileometers mileometer +milepost -> mileposts milepost +milestone -> milestones milestone +milfoil -> milfoil milfoils +milice -> milice milices +milieu -> milieu milieus +militaire -> militaire militaires +militant -> militant militants +military -> military militaries +militarise -> militarised militarising militarise +militarist -> militarists militarist +militate -> militate militates militated militating +militiaman -> militiaman militiamen +militia -> militia militias +milk-can -> milk-cans milk-can +milk-crate -> milk-crate milk-crates +milker -> milker milkers +milk -> milk milking milks milked +milkmaid -> milkmaids milkmaid +milkman -> milkman milkmen +milkshake -> milkshake milkshakes +milk-shake -> milk-shake milk-shakes +milk-sop -> milk-sops milk-sop +milksop -> milksop milksopping milksops +milkweed -> milkweeds milkweed +milk-yield -> milk-yields milk-yield +mill -> mill milled milling mills +millenarian -> millenarian millenarians +millennium -> millennium millenniums +miller -> miller millers +mille -> mille milles +millesimal -> millesimal millesimals +millet -> millet millets +millhand -> millhands millhand +milliamp -> milliamps milliamp +milliard -> milliard milliards +millibar -> millibars millibar +milligan -> milligan milligans +milligram -> milligrams milligram +milligramme -> milligrammes milligramme +millilitre -> millilitres millilitre +millimetre -> millimetres millimetre +milliner -> milliner milliners +millionaire -> millionaires millionaire +millionairess -> millionairess millionairesses +millionth -> millionth millionths +millipede -> millipedes millipede +millisecond -> milliseconds millisecond +millisievert -> millisieverts millisievert +millivolt -> millivolt millivolts +millowner -> millowners millowner +mill-owner -> mill-owners mill-owner +mill-pond -> mill-ponds mill-pond +millpond -> millpond millponds +millpool -> millpools millpool +mill-race -> mill-race mill-races +millstone -> millstone millstones +mill-stone -> mill-stone mill-stones +mill-wheel -> mill-wheel mill-wheels +millworker -> millworkers millworker +mill-worker -> mill-workers mill-worker +millwright -> millwright millwrights +miln -> milns miln +milnerite -> milnerites milnerite +milord -> milord milords +milp -> milp milps +mil -> mil mils +miltonism -> miltonism miltonisms +mime -> mime mimes mimed miming +mimick -> mimicking mimicked +mimicry -> mimicry mimicries +mimic -> mimic mimics +mimosa -> mimosa mimosas +mim -> mim mims +minaret -> minarets minaret +mina -> mina minas +mince -> mince minced mincing minces +mincer -> mincer mincers +minch -> minch minches +mind- -> mind-s mind- +mind -> mind minded minds minding +minder -> minders minder +mindfuck -> mindfuck mindfucking +mind-map -> mind-map mind-maps +mind-reader -> mind-readers mind-reader +mindscape -> mindscape mindscaping +mindset -> mindset mindsets +mindwipe -> mindwiped mindwiping +minefield -> minefield minefields +mineola -> mineolas mineola +mineowner -> mineowner mineowners +mine-owner -> mine-owner mine-owners +miner -> miners miner +mineralise -> mineralise mineralising mineralised +mineralize -> mineralizes mineralizing +mineralogy -> mineralogy mineralogies +mineral -> mineral minerals +mineshaft -> mineshafts mineshaft +minesweeper -> minesweepers minesweeper +mine-sweeper -> mine-sweepers mine-sweeper +minewatch -> minewatching minewatch +mineworker -> mineworkers mineworker +mineworking -> mineworkings mineworking +mingle -> mingle mingled mingling mingles +miniature -> miniature miniatures +miniaturise -> miniaturised miniaturise miniaturising +miniaturist -> miniaturists miniaturist +mini-bar -> mini-bar mini-bars +mini-blazer -> mini-blazer mini-blazers +mini-boom -> mini-boom mini-booms +mini-break -> mini-breaks mini-break +mini-budget -> mini-budget mini-budgets +mini-buffet -> mini-buffet mini-buffets +mini-button -> mini-buttons mini-button +minicab -> minicab minicabs +minicar -> minicar minicars +minicassette -> minicassettes minicassette +minicell -> minicells minicell +mini-city -> mini-cities mini-city +miniclinic -> miniclinics miniclinic +miniclub -> miniclub miniclubs +minicomputer -> minicomputers minicomputer +mini-computer -> mini-computers mini-computer +mini-conglomerate -> mini-conglomerate mini-conglomerates +minidisk -> minidisk minidisks +mini-drama -> mini-drama mini-dramas +minifreighter -> minifreighter minifreighters +mini-grenade -> mini-grenades mini-grenade +mini-holiday -> mini-holidays mini-holiday +mini-league -> mini-league mini-leagues +mini-lecture -> mini-lectures mini-lecture +minim -> minims minim +minimum -> minimum minima minimums +minimalist -> minimalist minimalists +minimax -> minimax minimaxed +mini-meadow -> mini-meadow mini-meadows +mini-mill -> mini-mills mini-mill +minimise -> minimising minimise minimised minimises +minimize -> minimizing minimize minimized minimizes +minion -> minion minions +minipump -> minipump minipumps +minirhizotron -> minirhizotrons minirhizotron +mini-riot -> mini-riots mini-riot +mini-roundabout -> mini-roundabouts mini-roundabout +mini -> mini minis +miniscule -> miniscule miniscules +mini-season -> mini-seasons mini-season +miniskirt -> miniskirts miniskirt +mini-skirt -> mini-skirts mini-skirt +mini-stage -> mini-stages mini-stage +ministep -> ministepping ministep ministeps +mini-step -> mini-steps mini-step +minister-president -> minister-president minister-presidents +minister -> minister ministers ministering ministered +ministership -> ministership ministerships +ministration -> ministrations ministration +ministry -> ministry ministries +mini-suite -> mini-suites mini-suite +minisupercomputer -> minisupercomputers minisupercomputer +mini-survey -> mini-survey mini-surveys +mini-theory -> mini-theory mini-theories +mini-tour -> mini-tour mini-tours +mini-trampoline -> mini-trampoline mini-trampolines +mini-tripod -> mini-tripod mini-tripods +minivan -> minivans minivan +minke -> minke minkes +mink -> mink minks +minnow -> minnow minnows +minny -> minnies minny +minoan -> minoan minoans +minogue -> minogue minogues +minor -> minors minor +minority -> minority minorities +minotaur -> minotaur minotaurs +minpin -> minpins minpin +min -> min mins +minster -> minster minsters +minstrel -> minstrels minstrel +mint -> mint minted mints minting +minter -> minter minters +minuet -> minuets minuet +minuscule -> minuscule minuscules +minus -> minus minuses +minute -> minutes minute minuting minuted minutest +minute-book -> minute-books minute-book +minuteman -> minuteman minutemen +minx -> minx minxes +miracle -> miracle miracles +miracle-worker -> miracle-worker miracle-workers +mirage -> mirage mirages +mira -> mira miras +mire -> mire mired mires miring +miroir -> miroirs miroir +mirror -> mirrors mirror mirrored +mirror-image -> mirror-image mirror-images +mirrour -> mirrours mirrour +mirv -> mirvs mirv +misadventure -> misadventure misadventures +misalign -> misaligned misaligning +misalignment -> misalignment misalignments +misallocate -> misallocated misallocate +misanthrope -> misanthropes misanthrope +misapplication -> misapplication misapplications +misapply -> misapplied misapplying misapply misapplies +misapprehension -> misapprehension misapprehensions +misappropriate -> misappropriated misappropriating misappropriates +misappropriation -> misappropriation misappropriations +misattribute -> misattribute misattributes +mis-attribute -> mis-attributed mis-attributes +misbehave -> misbehave misbehaved misbehaving misbehaves +misbehaviour -> misbehaviour misbehaviours +miscalculate -> miscalculated miscalculate miscalculates miscalculating +miscalculation -> miscalculation miscalculations +miscarriage -> miscarriage miscarriages +miscarry -> miscarries miscarry miscarried miscarrying +miscast -> miscast miscasting +miscegenate -> miscegenate miscegenated +miscellany -> miscellany miscellanies +miscelle -> miscelles miscelle +mischance -> mischance mischances +mischief-maker -> mischief-maker mischief-makers +mischief -> mischief mischiefs mischiefing +miscibility -> miscibility miscibilities +misclassification -> misclassification misclassifications +misclassify -> misclassified misclassifying +mis-classify -> mis-classified mis-classifying mis-classifies +miscommunication -> miscommunications miscommunication +misconceive -> misconceived misconceive misconceives +misconception -> misconception misconceptions +misconduct -> misconduct misconducted misconducts +misconstrue -> misconstrued misconstrues misconstrue misconstruing +miscopy -> miscopied miscopy +miscount -> miscount miscounted +miscreant -> miscreants miscreant +miscue -> miscued miscue miscues +misdate -> misdating misdated misdate +misdeclaration -> misdeclaration misdeclarations +misdeed -> misdeeds misdeed +misdemeanor -> misdemeanors misdemeanor +misdemeanour -> misdemeanour misdemeanours +misdescribe -> misdescribed misdescribe misdescribes +misdescription -> misdescriptions misdescription +misdiagnose -> misdiagnosed misdiagnose +misdirect -> misdirected misdirecting misdirect misdirects +misdirection -> misdirection misdirections +misdoubt -> misdoubt misdoubts +miseducate -> miseducated miseducating +miser -> misers miser +miserable -> miserable miserables +miseria -> miserias miseria +misericord -> misericord misericords +miserver -> miserver miservers +misery -> miseries misery +misfile -> misfiled misfiling +mis-fire -> mis-fire mis-fired +misfire -> misfired misfiring misfire misfires +misfit -> misfit misfits misfitting +misfortunate -> misfortunate misfortunates +misfortune -> misfortunes misfortune +misgiving -> misgivings misgiving +misgovernment -> misgovernment misgovernments +mishandle -> mishandled mishandling mishandles mishandle +mishap -> mishaps mishap +mishear -> mishearing mishear +mish-mash -> mish-mash mish-mashes +mishook -> mishooking mishooks +misidentify -> misidentified misidentify misidentifies +misinform -> misinformed misinform misinforming +misinformation -> misinformation misinformations +misinterpret -> misinterpreted misinterpret misinterprets +misinterpretation -> misinterpretation misinterpretations +misjudgement -> misjudgement misjudgements +misjudge -> misjudge misjudging misjudged misjudges +misjudgment -> misjudgment misjudgments +miskick -> miskicked miskick miskicks +mis-kick -> mis-kicked mis-kick +mislabel -> mislabelled mislabelling +mislay -> mislaid mislay mislaying mislays +mislead -> mislead misleads misled +mismanage -> mismanaged mismanaging mismanage +mismatch -> mismatch mismatched mismatches mismatching +mis-match -> mis-match mis-matched mis-matches +misname -> misnamed misnaming misnames misname +misnomer -> misnomer misnomers +misogynist -> misogynists misogynist +misperceive -> misperceived misperceive misperceiving +misperception -> misperception misperceptions +misplace -> misplaces misplace misplacing +misplay -> misplays misplayed +mispricing -> mispricings mispricing +misprint -> misprints misprint misprinted +mispronounce -> mispronouncing mispronounced +mispronunciation -> mispronunciations mispronunciation +misquote -> misquotes misquoted misquoting misquote +misread -> misread misreads misreading +mis-recognition -> mis-recognitions mis-recognition +misremember -> misremembered misremembering misremember +misreport -> misreported misreporting misreports +misrepresentation -> misrepresentation misrepresentations +misrepresent -> misrepresented misrepresenting misrepresent misrepresents +misrule -> misrule misruled +missal -> missals missal +missile -> missile missiles +miss -> missed missing miss misses +missionary -> missionary missionaries +missioner -> missioner missioners +missionize -> missionized missionize +mission -> mission missions +missive -> missives missive +mis-spelling -> mis-spellings mis-spelling +misspelling -> misspelling misspellings +misspell -> misspell misspells +misspend -> misspends misspending +misstate -> misstate misstated +misstatement -> misstatement misstatements +mis-statement -> mis-statement mis-statements +mistake -> mistake mistaken mistakes mistook mistaking +mistery -> mistery misteries +misty -> misty mistier +mis-time -> mis-timing mis-timed mis-time +mistime -> mistimed mistiming mistime +mistletoe -> mistletoe mistletoes +mistranslate -> mistranslated mistranslates mistranslate +mistranslation -> mistranslation mistranslations +mis-translation -> mis-translation mis-translations +mistreat -> mistreating mistreated mistreat mistreats +mistress -> mistress mistressed mistresses +mistrial -> mistrial mistrials +mistrust -> mistrusted mistrust mistrusts mistrusting +mist -> mist mists misting misted +mistyp -> mistyped mistyping +misunderstand -> misunderstood misunderstand misunderstands +mis-understanding -> mis-understandings mis-understanding +misunderstanding -> misunderstanding misunderstandings +misuse -> misused misuse misusing misuses +mis-use -> mis-used mis-use mis-using +mitch -> mitch mitched +mite -> mite mites +mither -> mithering mither +mithra -> mithra mithras +mitigate -> mitigated mitigating mitigate mitigates +mitogen -> mitogen mitogens +mitr -> mitring mitr +mitre -> mitres mitre mitreing +mit -> mit mits +mitt -> mitts mitt +mitten -> mittens mitten mittened +mix -> mixing mixed mix mixes +mixed-metal -> mixed-metal mixed-metals +mixer -> mixer mixers +mixture -> mixture mixtures +mix-up -> mix-up mix-ups +mizza -> mizza mizzas +mizzle -> mizzling mizzle +m'lord -> m'lord m'lords +ml -> ml mls +mm -> mm mms +mnemonic -> mnemonic mnemonics +mne -> mne mnes +mnr -> mnr mnrs +mo -> mos mo +moa -> moas moa +moabite -> moabite moabites +moan -> moaning moaned moan moans +moaner -> moaners moaner +moat -> moat moats +mob -> mobs mob mobbing mobbed +mob-cap -> mob-cap mob-caps +mobile -> mobile mobiles +mobilier -> mobilier mobiliers +mobilisation -> mobilisation mobilisations +mobilise -> mobilised mobilise mobilising mobilises +mobility -> mobility mobilities +mobilization -> mobilization mobilizations +mobilize -> mobilized mobilize mobilizing mobilizes +mobilizer -> mobilizer mobilizers +mobster -> mobster mobsters +mocassin -> mocassins mocassin +moccasin -> moccasin moccasins +mockery -> mockery mockeries +mocking-bird -> mocking-bird mocking-birds +mock -> mocked mocks mock mocking +mock-up -> mock-ups mock-up +mod -> mods mod modding modded +modality -> modality modalities +modal -> modal modals +model -> model modelled models modelling +modeller -> modellers modeller +modelmaker -> modelmakers modelmaker +modem -> modem modems +moderate -> moderated moderates moderate moderating +moderation -> moderation moderations +moderator -> moderator moderators +moderne -> modernes moderne +modernisation -> modernisation modernisations +modernise -> modernised modernise modernising modernises +moderniser -> moderniser modernisers +modernism -> modernism modernisms +modernist -> modernist modernists +modernity -> modernity modernities +modernization -> modernization modernizations +modernize -> modernized modernize modernizing +modernizer -> modernizers modernizer +modern -> modern moderns +mode -> mode modes +modesty -> modesty modesties +modification -> modifications modification +modifica-tion -> modifica-tions modifica-tion +modify -> modify modified modifying modifies +modifier -> modifiers modifier +modularise -> modularising modularise +modulate -> modulated modulating modulate modulates +modulation -> modulations modulation +modulator -> modulator modulators +module -> modules module +modulus -> modulus moduli +moeity -> moeity moeities +moga -> mogas moga +mogen -> mogen mogens +moggie -> moggies moggie +moghul -> moghul moghuls +mog -> mog mogs +mogul -> moguls mogul +mohair -> mohair mohairs +mohawk -> mohawks mohawk +mohican -> mohican mohicans +mohist -> mohist mohists +moh -> moh mohs +moiety -> moieties moiety +moiling -> moilings moiling +moily -> moilies moily +moire -> moire moires +moisten -> moistening moistened moisten moistens +moist -> moist moister +moisturise -> moisturise moisturised moisturises +moisturiser -> moisturiser moisturisers +moisturize -> moisturized moisturize +moisturizer -> moisturizer moisturizers +mojo -> mojos mojo +moke -> mokes moke +molar -> molars molar +mola -> mola molas +moldavian -> moldavian moldavians +mold -> mold molded molds +moldovan -> moldovan moldovans +mole-catcher -> mole-catchers mole-catcher +molecule -> molecules molecule +molehill -> molehill molehills +mole -> mole moles +moleskin -> moleskins moleskin +molest -> molesting molest molested +molestation -> molestation molestations +molester -> molesters molester +molly -> molly mollied mollies +mollify -> mollified mollifying mollify +moll -> moll molls +mollusc -> molluscs mollusc +molluscan -> molluscan molluscans +molluscicide -> molluscicides molluscicide +mollycoddle -> mollycoddled mollycoddling mollycoddle +mol -> mol mols +moluccan -> moluccan moluccans +moment -> moment moments +mommy -> mommy mommies +mom -> mom moms +momzer -> momzer momzers +monad -> monad monads +monarchy -> monarchy monarchies +monarchist -> monarchist monarchists +monarch -> monarch monarchs +monarda -> monardas monarda +monastery -> monastery monasteries +monastic -> monastic monastics +monday-friday -> monday-fridays monday-friday +monday -> monday mondays +monde -> monde mondes +mondiale -> mondiale mondiales +monetarist -> monetarists monetarist +moneybag -> moneybags moneybag +money-bag -> money-bag money-bags +money-broker -> money-brokers money-broker +money-earner -> money-earners money-earner +moneyer -> moneyers moneyer +money-form -> money-form money-forms +money-grabber -> money-grabbers money-grabber +money-grubber -> money-grubbers money-grubber +moneylender -> moneylenders moneylender +money-lender -> money-lender money-lenders +moneymaker -> moneymakers moneymaker +money-maker -> money-maker money-makers +moneyman -> moneymen moneyman +money -> money moneys moneyed +money-spinner -> money-spinners money-spinner +moneyspinner -> moneyspinner moneyspinners +money-wage -> money-wage money-wages +money-winner -> money-winner money-winners +monger -> mongers monger +mong -> mong monging +mongol -> mongols mongol +mongolian -> mongolian mongolians +mongoloid -> mongoloid mongoloids +mongoose -> mongoose mongooses +mongrel -> mongrel mongrels +monicker -> monicker monickers +moniker -> moniker monikered +moniter -> moniters monitered monitering +monitor -> monitor monitored monitoring monitors +monkey -> monkey monkeys monkeyed monkeying +monkeywrench -> monkeywrenching monkeywrench +monk -> monk monks +monoamine -> monoamine monoamines +monochromator -> monochromator monochromators +monochrome -> monochrome monochromes monochromed +monocle -> monocles monocle +monoclonal -> monoclonal monoclonals +monocotyledon -> monocotyledons monocotyledon +monoculture -> monoculture monocultures +monocyte -> monocytes monocyte +monody -> monody monodies +monodist -> monodists monodist +monogram -> monogram monograms monogrammed +monographic -> monographic monographics +monograph -> monograph monographs +monolayer -> monolayer monolayers +monolingual -> monolingual monolinguals +monolith -> monolith monoliths +monologue -> monologues monologue monologuing +monomer -> monomer monomers +monophysite -> monophysite monophysites +monoplacophoran -> monoplacophorans monoplacophoran +monoplane -> monoplane monoplanes +monopod -> monopod monopods +monopole -> monopole monopoles +monopoly -> monopoly monopolies +monopolise -> monopolise monopolising monopolised monopolises +monopolist -> monopolists monopolist +monopolize -> monopolize monopolized monopolizing monopolizes +mono-poly -> mono-polies mono-poly +monoprint -> monoprints monoprinting +monorail -> monorail monorails +monosaccharide -> monosaccharides monosaccharide +monosaturate -> monosaturates monosaturate +monospar -> monospar monospars +monosyllable -> monosyllables monosyllable +monotheist -> monotheist monotheists +monotone -> monotone monotones +monotony -> monotony monotonies +monotreme -> monotremes monotreme +monotrope -> monotrope monotropes +monotype -> monotype monotypes +monounsaturate -> monounsaturates monounsaturated +monoxide -> monoxide monoxided +mon -> mon mons +monsignor -> monsignor monsignors +monsoon -> monsoons monsoon +monster -> monster monsters monstering +monstrosity -> monstrosities monstrosity +montage -> montage montages +montagnard -> montagnard montagnards +montana -> montana montanas +montane -> montane montaner +montego -> montego montegos +montenegrin -> montenegrins montenegrin +montfortian -> montfortians montfortian +monthly -> monthly monthlies +month -> month months +montonero -> montoneros montonero +monumentalise -> monumentalising monumentalise +monument -> monument monuments +mony -> monies mony +moocher -> moocher moochers +mooch -> mooch mooching mooched mooches +moody -> moody moodier moodiest moodys +mood -> mood moods +moodswing -> moodswings moodswing +mood-swing -> mood-swings mood-swing +moo -> moo mooing moos +mook -> mooks mook +moonbeam -> moonbeam moonbeams +moonboot -> moonboots moonboot +moon-daisy -> moon-daisies moon-daisy +moondream -> moondreams moondream +moonface -> moonface moonfaced +moony -> moony moonies +moon-landing -> moon-landing moon-landings +moonlet -> moonlets moonlet +moonlighter -> moonlighters moonlighter +moonlight -> moonlight moonlighting moonlights moonlighted +moonraker -> moonrakers moonraker +moon -> moon moons mooning mooned +moonshot -> moonshots moonshot +moonstone -> moonstone moonstones +moor -> moors moor moored mooring +moorhen -> moorhen moorhens +mooring-rope -> mooring-ropes mooring-rope +moorland -> moorland moorlands +moorman -> moormen moorman +moor-top -> moor-top moor-tops +moot -> mooted moot mooter mooting moots +mooth -> mooth mooths +moped -> moped mopeds +mophead -> mophead mopheads +mope -> mope moping mopes +moppet -> moppets moppet +mop -> mop mopping mopped mops +moptop -> moptop moptops +moquette -> moquette moquettes +moraine -> moraines moraine +morale -> morales morale +moralisation -> moralisations moralisation +moralise -> moralising moralise moralised moralises +moraliser -> moraliser moralisers +moralism -> moralism moralisms +moralist -> moralist moralists +morality -> morality moralities +morality-religion -> morality-religions morality-religion +moralization -> moralization moralizations +moralize -> moralizing moralize moralized +moral -> moral morals +moran -> moran morans +mora -> mora moras +morass -> morass morasses +moratorium -> moratorium moratoriums +moravian -> moravian moravians +moray -> moray morays +morbid -> morbid morbids +mordant -> mordant mordants +moreen -> moreen moreens +morel -> morels morel +morena -> morena morenas +more -> more mores +morgue -> morgue morgues +moriarty -> moriarty moriartys +mormaer -> mormaers mormaer +mormon -> mormon mormons +mormyrid -> mormyrids mormyrid +morning -> morning mornings +moroccan -> moroccan moroccans +morocco -> morocco moroccos +moroney -> moroney moroneys +moron -> moron morons +morph -> morphs morph +morpheme -> morpheme morphemes +morphet -> morphets morphet +morphogen -> morphogens morphogen +morphology -> morphology morphologies +morphologist -> morphologists morphologist +morrant -> morrant morrants +morrisman -> morrismen morrisman +morrow -> morrow morrows +mor -> mor mors +morsel -> morsels morsel +mort -> morts mort +mortality -> mortalities mortality +mortal -> mortal mortals +mortarman -> mortarmen mortarman +mortar -> mortar mortars +mortcloth -> mortcloth mortcloths +mortgagee -> mortgagee mortgagees +mortgage-holder -> mortgage-holder mortgage-holders +mortgage -> mortgage mortgages mortgaged mortgaging +mortgagor -> mortgagor mortgagors +mortice -> mortice mortices morticed +mortician -> morticians mortician +mortification -> mortification mortifications +mortify -> mortified mortify mortifies mortifying +mortimer -> mortimer mortimers +mortise -> mortise mortises mortising mortised +mortuary -> mortuary mortuaries +mortuary-complex -> mortuary-complex mortuary-complexes +mosaicist -> mosaicists mosaicist +mosaic -> mosaic mosaics +mosey -> mosey moseys moseyed moseying +mosfet -> mosfet mosfets +mosher -> mosher moshers +mosh -> mosh moshing +mosiac -> mosiac mosiacs +moslem -> moslem moslems +mosleyite -> mosleyites mosleyite +mosque -> mosques mosque +mosque-cap -> mosque-cap mosque-caps +mosquito -> mosquito mosquitos +moss -> moss mosses +mossy -> mossy mossies +mosstrooper -> mosstroopers mosstrooper +most -> most mostest +mote -> motes mote moted moter +motel -> motel motels +motet -> motets motet +moth -> moths moth +mothball -> mothballs mothball +mothbal -> mothballed mothballing +moth-ball -> moth-ball moth-balls +motherboard -> motherboards motherboard +motherfucker -> motherfuckers motherfucker +mother-goddess -> mother-goddesses mother-goddess +motherhood -> motherhood motherhoods +mother-in-law -> mother-in-law mother-in-laws +motherland -> motherland motherlands +mother-of-pearl -> mother-of-pearl mother-of-pearls +mother -> mother mothers mothered mothering +mother-to-be -> mothers-to-be mother-to-be +mother-tongue -> mother-tongue mother-tongues +mothproof -> mothproofed mothproof +motif -> motif motifs +motility -> motility motilities +motion -> motions motion motioned motioning +motion-picture -> motion-picture motion-pictures +motivate -> motivate motivated motivates motivating +motivation -> motivation motivations +motivator -> motivator motivators +motive -> motives motive +motley -> motley motleyed +motorbike -> motorbikes motorbike motorbiking +motor-bike -> motor-bike motor-bikes +motorboat -> motorboat motorboats +motorcade -> motorcades motorcade motorcaded +motorcaravan -> motorcaravan motorcaravans +motorcar -> motorcar motorcars +motor-car -> motor-car motor-cars +motor-coach -> motor-coaches motor-coach +motor-cycle -> motor-cycles motor-cycle +motorcycle -> motorcycle motorcycles +motorcyclist -> motorcyclist motorcyclists +motor-cyclist -> motor-cyclist motor-cyclists +motorcyle -> motorcyle motorcyling +motor-glider -> motor-glider motor-gliders +motor-habit -> motor-habit motor-habits +motor-home -> motor-homes motor-home +motorhome -> motorhome motorhomes +motorist -> motorists motorist +motor-launch -> motor-launch motor-launches +motor-mower -> motor-mowers motor-mower +motor -> motor motors motored +motor-scooter -> motor-scooter motor-scooters +motorsport -> motorsports motorsport +motor-tyre -> motor-tyres motor-tyre +motor-vehicle -> motor-vehicle motor-vehicles +motorwagon -> motorwagons motorwagon +motorway -> motorway motorways +moto -> moto motos +mot -> mot mots +motte -> motte mottes +mottle -> mottling mottle mottles +motto -> motto mottos +mould -> moulded mould moulds moulding +mouldboard -> mouldboard mouldboards +mould-board -> mould-board mould-boards +moulder -> moulder moulders mouldering mouldered +mouldy -> mouldy mouldiest +mouldiwarp -> mouldiwarp mouldiwarps +moule -> moules moule +moulham -> moulhams moulham +moult -> moulting moults moult moulted +mound -> mounds mound mounding mounded +mount -> mounted mount mounting mounts +mountain -> mountains mountain +mountain-designer -> mountain-designer mountain-designers +mountaineer -> mountaineer mountaineers +mountainside -> mountainside mountainsides +mountain-side -> mountain-side mountain-sides +mountain-top -> mountain-tops mountain-top +mountaintop -> mountaintop mountaintops +mountboard -> mountboard mountboards +mountebank -> mountebanks mountebank +mourner -> mourners mourner +mourne -> mourne mournes +mourn -> mourn mourning mourns mourned +mousehole -> mousehole mouseholes +mousetrap -> mousetrap mousetraps +mousquetaire -> mousquetaire mousquetaires +moussaka -> moussaka moussakas +mouss -> mousses moussed +moustache -> moustache moustaches +mouthbrooder -> mouthbrooders mouthbrooder +mouthful -> mouthful mouthfuls +mouth-organ -> mouth-organ mouth-organs +mouthpiece -> mouthpiece mouthpieces +mouth-piece -> mouth-piece mouth-pieces +mouth -> mouth mouths mouthed mouthing +mouthwash -> mouthwash mouthwashes +mouvement -> mouvement mouvements +movable -> movable movables +'move -> 'moves 'move +moveable -> moveable moveables +movement -> movement movements +move-on -> move-on move-ons +mover -> mover movers +move -> move moves moved moving +movie-goer -> movie-goers movie-goer +movie-house -> movie-house movie-houses +moviemaker -> moviemakers moviemaker +movie-maker -> movie-makers movie-maker +movie -> movie movies +moviestar -> moviestars moviestar +movie-star -> movie-star movie-stars +moving-picture -> moving-picture moving-pictures +mow -> mowing mow mows mowed +mower -> mower mowers +moyen -> moyen moyens +moye -> moye moyes +moy -> moy moys +mozambican -> mozambican mozambicans +mozartian -> mozartian mozartians +mpa -> mpa mpas +mphil -> mphil mphils +mp -> mp mps +m-p -> m-p m-ps +mrna -> mrna mrnas +mro -> mro mros +msc -> msc mscs +msec -> msec msecs +mtdna -> mtdna mtdnas +m-tense -> m-tense m-tenses +mtrna -> mtrnas mtrna +mu -> mus mu +muchacho -> muchacho muchachos +mucin -> mucins mucin +muck -> muck mucked mucking mucks +mucker -> mucker muckers +muckraker -> muckrakers muckraker +mucopolysaccharide -> mucopolysaccharide mucopolysaccharides +mucoprotein -> mucoprotein mucoproteins +mucosa -> mucosa mucosae +mudaliyar -> mudaliyars mudaliyar +mudbank -> mudbank mudbanks +mudbrick -> mudbrick mudbricks +mudcloud -> mudclouds mudcloud +muddy -> muddy muddied muddiest muddies muddying muddier +muddle -> muddle muddled muddling muddles +muderrislik -> muderrislik muderrisliks +mudflat -> mudflats mudflat +mud-flat -> mud-flats mud-flat +mudflow -> mudflows mudflow +mudguard -> mudguard mudguards +mudlark -> mudlark mudlarks +mudrock -> mudrocks mudrock +mud -> mud muds +mudskipper -> mudskippers mudskipper +mudslide -> mudslide mudslides +mudstone -> mudstone mudstones +muesli -> muesli mueslis +muezzin -> muezzin muezzins +muff -> muffing muff muffs muffed +muffin -> muffin muffins +muffler -> muffler mufflers +muffle -> muffle muffling muffles +muftilik -> muftilik muftiliks +mufti -> mufti muftis +mugger -> mugger muggers +mug -> mug mugs mugging mugged +mugshot -> mugshot mugshots +mug-shot -> mug-shot mug-shots +mugwump -> mugwumps mugwump +muhajir -> muhajir muhajirs +muirland -> muirlands muirland +muir -> muir muirs +mukhtar -> mukhtar mukhtars +mulatta -> mulattas mulatta +mulazim -> mulazim mulazims +mulberry -> mulberry mulberries mulberrys +mulch -> mulch mulches mulching mulched +mulct -> mulcted mulcts mulct +mule -> mule mules +muleteer -> muleteers muleteer +mullah -> mullahs mullah +mullein -> mullein mulleins +mullet -> mullet mullets +mulligan -> mulligan mulligans +mullion -> mullions mullioned mullion +mull -> mull mulls mulled mulling +multi-activity -> multi-activity multi-activities +multi-billionaire -> multi-billionaire multi-billionaires +multi-chip -> multi-chip multi-chips +multicolour -> multicolour multicolours +multiculturalism -> multiculturalism multiculturalisms +multiculturalist -> multiculturalists multiculturalist +multi-effect -> multi-effects multi-effect +multi-event -> multi-event multi-events +multifilament -> multifilament multifilaments +multihull -> multihull multihulls +multi-language -> multi-language multi-languages +multilateralist -> multilateralist multilateralists +multilateral -> multilateral multilaterals +multilayer -> multilayer multilayers +multi-layer -> multi-layer multi-layers +multilevel -> multilevel multilevelled +multilist -> multilist multilists +multiload -> multiloads multiload multiloaded +multimelta -> multimeltas multimelta +multimeter -> multimeter multimeters +multi-millionaire -> multi-millionaire multi-millionaires +multi-national -> multi-nationals multi-national +multinational -> multinational multinationals +multipack -> multipacks multipack +multipara -> multiparas multipara +multiple -> multiple multiples multipled +multiple-stress -> multiple-stresses multiple-stress +multiple-unit -> multiple-unit multiple-units +multiplexer -> multiplexer multiplexers +multiplex -> multiplex multiplexing multiplexed +multiplexor -> multiplexors multiplexor +multiplication -> multiplication multiplications +multiplicity -> multiplicities multiplicity +multiplier -> multipliers multiplier +multiply -> multiplies multiplying multiplied multiply +multipoint -> multipoint multipointed +multi-point -> multi-point multi-points +multi-portion -> multi-portion multi-portions +multiport -> multiport multiports +multiprocessor -> multiprocessor multiprocessors +multi-processor -> multi-processor multi-processors +multi-source -> multi-sources multi-source +multi-sport -> multi-sport multi-sports +multi-storey -> multi-storey multi-storeys +multithread -> multithreaded multithreading +multi-track -> multi-track multi-tracks +multitude -> multitude multitudes +multi-user -> multi-user multi-users +multiview -> multiviews multiview +multivitamin -> multivitamin multivitamins +multi-vitamin -> multi-vitamin multi-vitamins +mulverin -> mulverins mulverin +mumble -> mumbling mumbled mumble mumbles +mumbler -> mumblers mumbler +mummer -> mummers mummer +mummery -> mummery mummeries mummerys +mummy -> mummy mummies +mummify -> mummifying mummifies +mum -> mum mums mumming +munch -> munching munch munched munches +muncher -> muncher munchers +munchkin -> munchkin munchkins +munchy -> munchies munchy +mundanity -> mundanity mundanities +mundell -> mundell mundells +municipality -> municipalities municipality +municipal -> municipal municipals +muniment -> muniment muniments +munition -> munitions munition +munroist -> munroist munroists +muon -> muon muons +muppet -> muppet muppets +mural -> murals mural +muralist -> muralists muralist +murat -> murat murats +murder -> murder murdered murders murdering +murderer -> murderer murderers +murdre -> murdre murdres +mure -> mure mures +muricacean -> muricaceans muricacean +murid -> murid murids +murillo -> murillo murillos +murky -> murky murkier murkiest +murk -> murk murks +murmur -> murmurs murmured murmuring murmur +muro -> muros muro +murre -> murre murres +mur -> mur murs +muscadet -> muscadet muscadets +muscatel -> muscatel muscatels +muscleman -> musclemen muscleman +muscle-man -> muscle-man muscle-men +muscle -> muscle muscles muscled muscling +muscovite -> muscovite muscovites +musem -> musems musem +musette -> musette musettes +museum -> museums museum +musgrove -> musgrove musgroves +musher -> musher mushers +mush -> mush mushes mushed +mushroom -> mushroomed mushrooms mushroom mushrooming +musicale -> musicale musicales +musical -> musical musicals +musicassette -> musicassettes musicassette +music-box -> music-box music-boxes +music-hall -> music-hall music-halls +musichip -> musichip musichips +musician -> musician musicians +music-lover -> music-lovers music-lover +musicologist -> musicologist musicologists +music -> music musics +musidisc -> musidiscs musidisc +muse -> muses musing mused muse +musket -> muskets musket +musket-ball -> musket-ball musket-balls +musketeer -> musketeers musketeer +musky -> musky muskier +muskrat -> muskrat muskrats +musk -> musk musks +muslim -> muslims muslim +muslin -> muslin muslins +muso -> musos muso +muss -> muss mussed mussing +mussel -> mussels mussel +mussulman -> mussulmen mussulman +mussy -> mussies mussy +mustajew -> mustajew mustajews +mustang -> mustang mustangs +mustard-plaster -> mustard-plasters mustard-plaster +mustard -> mustard mustards mustarded +mustelid -> mustelids mustelid +muster -> muster mustered musters mustering +musty -> musty mustiest +must -> must musts +mutability -> mutability mutabilities +mutagen -> mutagens mutagen +mutant -> mutant mutants +mutate -> mutate mutating mutated mutates +mutation -> mutations mutation +mutilate -> mutilating mutilate mutilates +mutilation -> mutilation mutilations +mutineer -> mutineers mutineer +mute -> mute muting mutes +mutiny -> mutiny mutinied mutinies mutinying +mutter -> mutter muttered muttering mutters +mutton-chop -> mutton-chop mutton-chops +mutton -> mutton muttons +mutt -> mutt mutts +mutualise -> mutualise mutualised +mutuality -> mutualities mutuality +mutual -> mutual mutuals +muvver -> muvver muvvers +muzhik -> muzhiks muzhik +muzzle -> muzzle muzzled muzzles muzzling +mvoement -> mvoement mvoements +m-way -> m-way m-ways +m-word -> m-word m-words +mycenaean -> mycenaean mycenaeans +mycenean -> mycenean myceneans +mycologist -> mycologist mycologists +mycoplasma -> mycoplasma mycoplasmas +mycoprotein -> mycoprotein mycoproteins +mycotoxin -> mycotoxin mycotoxins +myeloma -> myeloma myelomas +mylonite -> mylonites mylonite +mynah -> mynah mynahs +myocyte -> myocyte myocytes +myofibroblast -> myofibroblasts myofibroblast +myofilament -> myofilaments myofilament +myoglobin -> myoglobin myoglobins +myopathy -> myopathy myopathies +myope -> myope myopes +myopic -> myopic myopics +myrcan -> myrcan myrcans +myriad -> myriad myriads +myrmidon -> myrmidons myrmidon +myrtle -> myrtle myrtles +mystery -> mystery mysteries +mysticete -> mysticetes mysticete +mystic -> mystic mystics +mystification -> mystification mystifications +mystify -> mystify mystifies mystified mystifying +mystique -> mystique mystiques +myth -> myths myth +mythago -> mythago mythagos +myth-maker -> myth-makers myth-maker +mythmaker -> mythmaker mythmakers +mytho -> mythos mytho +mythologise -> mythologised mythologising +mythologist -> mythologist mythologists +mythologize -> mythologize mythologized mythologizes +mythology -> mythologies mythology +nab -> nabbed nab nabs nabbing +nabataean -> nabataean nabataeans +nablab -> nablab nablabs +nabob -> nabobs nabob +nacelle -> nacelle nacelles +nacho -> nachos nacho +nack -> nack nacks +nacod -> nacods nacod +nadir -> nadir nadirs +nadi -> nadi nadis +naff -> naff naffest naffed naffs +naga -> naga nagas +nagger -> nagger naggers +nag -> nag nagging nagged nags +naiad -> naiads naiad +nail-clipping -> nail-clipping nail-clippings +nailer -> nailers nailer +nail-head -> nail-heads nail-head +nailmaker -> nailmaker nailmakers +nail -> nail nails nailed nailing +nain -> nains nain +naivety -> naivety naiveties +naja -> najas naja +nakoda -> nakoda nakodas +nama -> namas nama +nameboard -> nameboard nameboards +name-board -> name-board name-boards +name-check -> name-checks name-check +namecheck -> namechecks namechecked namecheck +name-dropper -> name-dropper name-droppers +name-plate -> name-plates name-plate +nameplate -> nameplate nameplates +namer -> namers namer +name -> name names naming named +namesake -> namesakes namesake +nametag -> nametags nametag +name-tag -> name-tag name-tags +name-tape -> name-tape name-tapes +namibian -> namibian namibians +namy -> namy namys +nanai -> nanai nanais +nana -> nana nanas +nancy-boy -> nancy-boy nancy-boys +nanny -> nanny nannies nannying nannied +nannofossil -> nannofossils nannofossil +nanoceph -> nanoceph nanocephs +nanocomposite -> nanocomposite nanocomposites +nanogram -> nanogram nanograms +nanometre -> nanometres nanometre +nanosecond -> nanoseconds nanosecond +nanotube -> nanotubes nanotube +nan -> nan nans nanning +nao -> nao naos +napalm -> napalms napalm napalmed +nape -> nape napes +napkin -> napkins napkin +nappe -> nappe nappes +nap -> nap napping naps napped +nappy -> nappies nappy +narcissist -> narcissists narcissist +narcotic -> narcotic narcotics +nare -> nares nare +narghil -> narghils narghil +nark -> nark narking narked narks +narrate -> narrated narrates narrate narrating +narration -> narration narrations +narrative -> narrative narratives +narrator -> narrator narrators +narrowboat -> narrowboats narrowboat narrowboating +narrowcast -> narrowcasting narrowcast +narrow -> narrow narrower narrows narrowed narrowing narrowest +narwhal -> narwhals narwhal +nasal -> nasal nasals +nasserist -> nasserist nasserists +nasty -> nasty nastier nasties nastiest +nasturtium -> nasturtiums nasturtium +nate -> nate nates nating +nationale -> nationale nationales +nationalisation -> nationalisation nationalisations +nationalise -> nationalising nationalise +nationalism -> nationalism nationalisms +nationaliste -> nationalistes nationaliste +nationalist -> nationalist nationalists +nationality -> nationality nationalities +nationalization -> nationalization nationalizations +nationalize -> nationalizing nationalize +national -> national nationals +nation -> nation nations +nation-state -> nation-state nation-states +native -> native natives +native-speaker -> native-speaker native-speakers +nativist -> nativists nativist +natro -> natro natros +nat -> nat natter +natty -> natty nattier +natural-fibre -> natural-fibres natural-fibre +naturalise -> naturalising naturalise naturalised naturalises +naturalist-explorer -> naturalist-explorer naturalist-explorers +naturalist -> naturalist naturalists +naturalization -> naturalization naturalizations +naturalize -> naturalize naturalizes naturalizing +natural -> natural naturals +nature-lover -> nature-lover nature-lovers +naturel -> naturel naturels +nature -> nature natures +nature-spirit -> nature-spirit nature-spirits +naturist -> naturist naturists +naturopath -> naturopath naturopaths +naughty -> naughty naughtier naughtiest naughties +nauseate -> nauseated nauseates nauseate +nautiloid -> nautiloids nautiloid +navaid -> navaids navaid +navajo -> navajo navajos +navarran -> navarrans navarran +navel -> navel navels +nave -> nave naves +navy -> navy navies +navigate -> navigate navigating navigated navigates +navigation -> navigation navigations +navigator -> navigator navigators +nav -> nav navs +navvy -> navvies navvying navvy +nawab -> nawab nawabs +naxalite -> naxalites naxalite +naxian -> naxian naxians +naya -> naya nayas +nazarean -> nazarean nazareans +nazi -> nazi nazis +nde -> ndes nde +ndo -> ndo ndos +neanderthal -> neanderthal neanderthals +neapolitan -> neapolitan neapolitans +neap -> neap neaps +near -> nearest near nearer nearing neared nears +near-certainty -> near-certainty near-certainties +near-collision -> near-collision near-collisions +near-contemporary -> near-contemporary near-contemporaries +near-drowning -> near-drowning near-drownings +nearly-man -> nearly-man nearly-men +nearly-silence -> nearly-silence nearly-silences +near-miss -> near-misses near-miss +near-neighbour -> near-neighbours near-neighbour +nearness -> nearness nearnesses +near-ruin -> near-ruins near-ruin +near-stranger -> near-stranger near-strangers +near-synonym -> near-synonyms near-synonym +neaten -> neatened neaten neatening +neat -> neat neater neatest neats +neave -> neave neaves +neb -> nebs neb +nebbish -> nebbish nebbishes +nebe -> nebes nebe +nebula -> nebula nebulae nebulas +nebulan -> nebulan nebulans +nebuliser -> nebuliser nebulisers +nebulosity -> nebulosities nebulosity +necessary -> necessary necessaries +necessitate -> necessitated necessitate necessitating necessitates +necessity -> necessity necessities +neckband -> neckband neckbands +neck-chain -> neck-chains neck-chain +neckcloth -> neckcloths neckcloth +neckerchief -> neckerchief neckerchiefs +necklace -> necklaces necklace necklacing necklaced +necklet -> necklet necklets +neckline -> neckline necklines +neckplate -> neckplates neckplate +neck -> neck necks necking necked +necromancer -> necromancers necromancer +necropsy -> necropsies necropsy +nectarine -> nectarine nectarines +nectar -> nectar nectars +nectary -> nectaries nectary +ned -> ned neds +neebor -> neebors neebor +need -> needed need needs needing +needy -> needy neediest +needle -> needles needle needling needled +needle-point -> needle-points needle-point +needlepoint -> needlepoint needlepoints +needler -> needlers needler +needlestick -> needlestick needlesticks +needle-thin -> needle-thin needle-thins +needlewoman -> needlewomen needlewoman +needleworker -> needleworkers needleworker +neel -> neel neels +neep -> neeps neep +ne'er-do-well -> ne'er-do-well ne'er-do-wells +nefo -> nefo nefos +nef -> nef nefs +neg -> negs neg +negate -> negate negated negates negating +negation -> negation negations +negative -> negative negatives negatived negativing +neglect -> neglecting neglect neglected neglects +negligee -> negligee negligees +negligence -> negligence negligences +negligent -> negligent negligenter +negociate -> negociated negociate +negotiate -> negotiated negotiates negotiating negotiate +negotiation -> negotiation negotiations +negotiator -> negotiators negotiator +negress -> negress negresses +negrito -> negritos negrito +negro -> negro negros +neigbour -> neigbouring neigbours +neigh -> neighing neigh neighs neighed +neighborhood -> neighborhoods neighborhood +neighbor -> neighbor neighbors +neighbourhood -> neighbourhood neighbourhoods +neighbour -> neighbour neighbours neighboured neighbouring +neilan -> neilan neilans +nelly -> nelly nellies +nem -> nems nem +nematode -> nematode nematodes +nemertean -> nemerteans nemertean +nemesia -> nemesias nemesia +neo-classicist -> neo-classicist neo-classicists +neo-colonialist -> neo-colonialists neo-colonialist +neocolor -> neocolor neocolors +neo-conservative -> neo-conservative neo-conservatives +neo-darwinist -> neo-darwinist neo-darwinists +neo-elitist -> neo-elitist neo-elitists +neo-expressionist -> neo-expressionists neo-expressionist +neo-fascist -> neo-fascists neo-fascist +neo-freudian -> neo-freudians neo-freudian +neo-georgian -> neo-georgian neo-georgians +neo-grammarian -> neo-grammarian neo-grammarians +neo-impressionist -> neo-impressionist neo-impressionists +neo-keynesian -> neo-keynesian neo-keynesians +neo-lamarckian -> neo-lamarckian neo-lamarckians +neoliberal -> neoliberal neoliberals +neo-liberal -> neo-liberal neo-liberals +neologism -> neologisms neologism +neo-malthusian -> neo-malthusian neo-malthusians +neo-marxism -> neo-marxisms neo-marxism +neo-marxist -> neo-marxist neo-marxists +neo-mercantilist -> neo-mercantilists neo-mercantilist +neonate -> neonate neonates +neonatologist -> neonatologists neonatologist +neo-nazi -> neo-nazis neo-nazi +neon -> neon neons +neon-sign -> neon-sign neon-signs +neophyte -> neophyte neophytes +neoplasia -> neoplasia neoplasias +neoplasm -> neoplasm neoplasms +neo-populist -> neo-populist neo-populists +neo-realist -> neo-realists neo-realist +neo-romantic -> neo-romantic neo-romantics +neo -> neo neos +neo-weberian -> neo-weberian neo-weberians +nepeta -> nepeta nepetas +nephelinite -> nephelinite nephelinites +nephew -> nephew nephews +nephrologist -> nephrologist nephrologists +nerd -> nerds nerd +nereid -> nereids nereid +nerine -> nerine nerines +nerve -> nerves nerve nerved nerving +nerve-cell -> nerve-cells nerve-cell +nerve-centre -> nerve-centres nerve-centre +nerve-end -> nerve-ends nerve-end +nerve-ending -> nerve-endings nerve-ending +nervous-system -> nervous-systems nervous-system +ne -> ne nes +ness -> ness nesses +n' -> n' n'est +nestbox -> nestbox nestboxes +nest-box -> nest-box nest-boxes +nest-egg -> nest-egg nest-eggs +nester -> nesters nester +nest-hole -> nest-holes nest-hole +nestle-rowntree -> nestle-rowntrees nestle-rowntree +nestle -> nestled nestling nestles nestle +nestmate -> nestmate nestmates +nestorian -> nestorian nestorians +nest-owner -> nest-owners nest-owner +nest -> nest nests nested nesting +netframe -> netframe netframes +nethercott -> nethercott nethercotts +netherlander -> netherlanders netherlander +nether -> nether nethers +netserver -> netserver netservers +netsman -> netsmen netsman +netsuke -> netsuke netsukes +netta -> netta nettas +net -> net netted nets netting netter +netty -> netty netties +nettle -> nettles nettle nettled +net-work -> net-works net-work +network -> network networks networking networked +neum -> neums neum +neuralgia -> neuralgia neuralgias +neuregulin -> neuregulin neuregulins +neurite -> neurite neurites +neuroanatomist -> neuroanatomist neuroanatomists +neurobiology -> neurobiology neurobiologies +neurobiologist -> neurobiologist neurobiologists +neuroblast -> neuroblasts neuroblast +neurochemist -> neurochemists neurochemist +neuroleptic -> neuroleptic neuroleptics +neurologist -> neurologists neurologist +neuron -> neurons neuron +neurone -> neurones neurone +neuropathy -> neuropathy neuropathies +neuropeptide -> neuropeptides neuropeptide +neurophysiologist -> neurophysiologists neurophysiologist +neuropsychologist -> neuropsychologists neuropsychologist +neuroscience -> neuroscience neurosciences +neuro-science -> neuro-science neuro-sciences +neuroscientist -> neuroscientists neuroscientist +neurosis -> neuroses neurosis +neurosurgeon -> neurosurgeon neurosurgeons +neuro-surgeon -> neuro-surgeon neuro-surgeons +neurotic -> neurotic neurotics +neurotoxin -> neurotoxin neurotoxins +neurotransmitter -> neurotransmitter neurotransmitters +neurtophil -> neurtophils neurtophil +neustrian -> neustrian neustrians +neuter -> neutered neuter neutering neuters +neutralisation -> neutralisation neutralisations +neutralise -> neutralise neutralising neutralised neutralises +neutralist -> neutralist neutralists +neutralization -> neutralization neutralizations +neutralize -> neutralize neutralizing neutralizes neutralized +neutral -> neutral neutrals +neutrino -> neutrinos neutrino +neutron -> neutrons neutron +neutrophil -> neutrophils neutrophil +never-never-land -> never-never-lands never-never-land +never -> never nevers +newborn -> newborn newborns +new-boy -> new-boy new-boys +newcastle -> newcastle newcastles +newcome -> newcomes newcome +newcomer -> newcomers newcomer +new-comer -> new-comers new-comer +newel -> newel newels +new -> new newer newest +newe -> newe newes +newley -> newley newleys +newly-qualified -> newly-qualified newly-qualifieds +newlywed -> newlyweds newlywed +newly-wed -> newly-weds newly-wed +newmanite -> newmanites newmanite +newpaper -> newpapers newpaper +new-product -> new-product new-products +'new -> 'new 'news +newsagency -> newsagency newsagencies +newsagent -> newsagents newsagent +newsbook -> newsbooks newsbook +news-book -> news-book news-books +newsboy -> newsboys newsboy +newsbreak -> newsbreak newsbreaks +newscast -> newscasts newscast +newscaster -> newscasters newscaster +newsclip -> newsclipping newsclips +newsdesk -> newsdesk newsdesks +newsfax -> newsfax newsfaxes +newsflash -> newsflash newsflashes +newsheet -> newsheet newsheets +newshound -> newshounds newshound +newsletter -> newsletter newsletters +news-letter -> news-letter news-letters +newsline -> newslines newsline +newsman -> newsmen newsman +newsome -> newsome newsomes +newspaperman -> newspaperman newspapermen +newspaper -> newspaper newspapers +newsreader -> newsreaders newsreader +news-reader -> news-reader news-readers +newsreel -> newsreel newsreels +newsroom -> newsroom newsrooms +newssheet -> newssheets newssheet +news-sheet -> news-sheet news-sheets +news-stand -> news-stands news-stand +newsstand -> newsstand newsstands +newswrite -> newswriter newswrite +newtonian -> newtonian newtonians +newton -> newton newtons +new-town -> new-town new-towns +newt -> newt newts +newview -> newviews newview +nextstation -> nextstation nextstations +nf -> nf nfer +nganasan -> nganasans nganasan +n-gram -> n-grams n-gram +nh -> nher nh +nha -> nha nhas +nia -> nia nias +nib -> nibs nib +nibble -> nibbling nibble nibbled nibbles +nibbler -> nibblers nibbler +niblick -> niblick niblicks +ni-cad -> ni-cads ni-cad +nicaraguan -> nicaraguans nicaraguan +nice -> nice nicer nicest +nicety -> niceties nicety +nich -> niches nich niched +nick -> nick nicked nicks nicking +nickelodeon -> nickelodeons nickelodeon +nickel -> nickel nickels +nicker -> nicker nickering nickered +nickleby -> nickleby nicklebys +nick-nack -> nick-nacks nick-nack +nickname -> nicknames nickname nicknamed nicknaming +nick-name -> nick-name nick-named nick-names +nicol -> nicol nicols +nico -> nico nicos +nicotine -> nicotine nicotined +niebuhr -> niebuhr niebuhrs +niece -> nieces niece +niel -> niel niels +nieman -> niemen nieman +nie -> nie nies +niet -> niets niet +niff -> niffed niff +nif -> nif nifs +nifty -> nifty niftiest +nigerian -> nigerian nigerians +nigga -> nigga niggas +nigger -> nigger niggers +niggle -> niggles niggle niggled niggling +niggler -> niggler nigglers +nightbird -> nightbirds nightbird +nightcap -> nightcap nightcaps +night-cap -> night-cap night-caps +night-club -> night-clubs night-club +nightclub -> nightclub nightclubs nightclubbing +nightdress -> nightdresses nightdress +night-dress -> night-dress night-dresses +night-fighter -> night-fighters night-fighter +nightgown -> nightgown nightgowns +nighthawk -> nighthawk nighthawks +nightie -> nightie nighties +nightingale -> nightingale nightingales +nightjar -> nightjars nightjar +nightlight -> nightlights nightlight +night-light -> night-light night-lights +nightline -> nightlines nightline +nightmare -> nightmare nightmares +night -> night nights nighter +night-scene -> night-scenes night-scene +nightschool -> nightschool nightschools +nightshade -> nightshade nightshades +nightshelter -> nightshelter nightshelters +nightshift -> nightshift nightshifts +night-shift -> night-shift night-shifts +nightshirt -> nightshirt nightshirts +night-shirt -> night-shirt night-shirts +night-sight -> night-sight night-sights +nightsit -> nightsitting nightsit +nightspot -> nightspots nightspot +night-spot -> night-spots night-spot +nightstick -> nightstick nightsticks +night-time -> night-time night-times +night-watchman -> night-watchmen night-watchman +nightwatchman -> nightwatchman nightwatchmen +nightwood -> nightwood nightwoods +night-worker -> night-workers night-worker +nignog -> nignogs nignog +nig-nog -> nig-nogs nig-nog +nig -> nig nigs +nihilist -> nihilists nihilist +nike -> nike nikes +nikon -> nikon nikons +nil -> nils nil +nimby -> nimby nimbies nimbys +nimble -> nimble nimbled +nimbl -> nimbler nimblest +nincompoop -> nincompoops nincompoop +nine-day -> nine-day nine-days +nine-month -> nine-month nine-months +nine-panel -> nine-panels nine-panel +nine-pin -> nine-pins nine-pin +nine-pounder -> nine-pounder nine-pounders +nineteen-year-old -> nineteen-year-old nineteen-year-olds +nine-to-fiver -> nine-to-fiver nine-to-fivers +ninety-year-old -> ninety-year-old ninety-year-olds +nine-year-old -> nine-year-old nine-year-olds +ninfanian -> ninfanians ninfanian +ninny -> ninny ninnies +ninnin -> ninnin ninnins +nip -> nipped nip nips nipping +nipper -> nipper nippers +nippy -> nippy nippier +nipple -> nipples nipple nippled +nirvana -> nirvana nirvanas +nit -> nits nit +nitpick -> nitpick nitpicking +nitrate -> nitrates nitrate +nitride -> nitride nitriding +nitrite -> nitrite nitrites +nitrogen-fixer -> nitrogen-fixer nitrogen-fixers +nitrogen -> nitrogen nitrogens +nitro-organic -> nitro-organic nitro-organics +nitrosamine -> nitrosamines nitrosamine +nitty-gritty -> nitty-gritty nitty-gritties +nitwit -> nitwits nitwit +nivelle -> nivelle nivelles +nive -> nive nives +nivkh -> nivkhs nivkh +nix -> nixed nix nixes +nob -> nobs nob +no-ball -> no-balls no-ball +nobble -> nobbled nobbles nobble nobbling +nobile -> nobile nobiles +nobility -> nobility nobilities +nobleman -> noblemen nobleman +noble -> noble nobles +nobl -> nobler noblest +nobody -> nobody nobodies +nociceptor -> nociceptors nociceptor +nock -> nock nocked nocks +no-claim -> no-claims no-claim +no-cost -> no-cost no-costs +nocturnal -> nocturnal nocturnals +nocturne -> nocturne nocturnes +noddy -> noddy noddies +noddle -> noddle noddles +node -> nodes node noded +nod -> nodded nods nod nodding +nodule -> nodules nodule +noe -> noes noe +noggin -> noggin noggins +no-go -> no-go no-gos +no-hoper -> no-hopers no-hoper +noir -> noir noirs +noise-bar -> noise-bars noise-bar +noisenik -> noiseniks noisenik +noise -> noise noises +noisette -> noisettes noisette +noisy -> noisy noisier noisiest +noke -> noke nokes +nomad -> nomads nomad +noman -> nomen noman +no-man -> no-man no-mans no-men +nome -> nome nomes +nominalisation -> nominalisation nominalisations +nominalization -> nominalization nominalizations +nominal -> nominal nominals +nominate -> nominated nominate nominates nominating +nomination -> nominations nomination +nominator -> nominator nominators +nominee -> nominees nominee +nomine -> nomine nomines +nomogram -> nomogram nomograms +non-academic -> non-academic non-academics +non-accountant -> non-accountant non-accountants +non-adult -> non-adult non-adults +nonagenarian -> nonagenarians nonagenarian +non-alcoholic -> non-alcoholic non-alcoholics +non-american -> non-american non-americans +nonamer -> nonamer nonamers +no-name -> no-name no-names +non-anglican -> non-anglican non-anglicans +non-answer -> non-answer non-answers +non-arab -> non-arabs non-arab +non-arrival -> non-arrival non-arrivals +non-art -> non-art non-arts +non-bank -> non-bank non-banks +non-behaviourist -> non-behaviourist non-behaviourists +non-believer -> non-believer non-believers +non-biologist -> non-biologist non-biologists +non-black -> non-black non-blacks +non-book -> non-book non-books +non-carer -> non-carers non-carer +non-case -> non-cases non-case +non-catholic -> non-catholic non-catholics +nonce -> nonce nonces +non-christian -> non-christian non-christians +non-cichlid -> non-cichlids non-cichlid +non-citation -> non-citation non-citations +non-client -> non-client non-clients +non-climber -> non-climbers non-climber +non-colitic -> non-colitic non-colitics +non-collector -> non-collector non-collectors +non-combatant -> non-combatants non-combatant +non-communist -> non-communist non-communists +non-computer -> non-computer non-computers +non-conformance -> non-conformance non-conformances +non-conformer -> non-conformer non-conformers +nonconformist -> nonconformist nonconformists +non-conformist -> non-conformist non-conformists +non-conservative -> non-conservative non-conservatives +non-conserver -> non-conservers non-conserver +non-consultant -> non-consultant non-consultants +non-consumer -> non-consumer non-consumers +non-criminal -> non-criminal non-criminals +non-customer -> non-customers non-customer +non-decision -> non-decisions non-decision +non-delinquent -> non-delinquent non-delinquents +non-descriptor -> non-descriptors non-descriptor +nondescript -> nondescript nondescripts +non-detection -> non-detection non-detections +non-deviant -> non-deviants non-deviant +non-diabetic -> non-diabetic non-diabetics +non-document -> non-documents non-document +non-drinker -> non-drinker non-drinkers +non-driver -> non-drivers non-driver +non-drug -> non-drugs non-drug +non-durable -> non-durables non-durable +non-earning -> non-earning non-earnings +non-economist -> non-economists non-economist +non-eligible -> non-eligible non-eligibles +non-elite -> non-elite non-elites +non-emergency -> non-emergency non-emergencies +non-employee -> non-employees non-employee +nonentity -> nonentity nonentities +non-entity -> non-entity non-entities +none -> none nones +non-essential -> non-essential non-essentials +non-european -> non-european non-europeans +non-evangelical -> non-evangelicals non-evangelical +non-event -> non-event non-events +non-executive -> non-executive non-executives +non-existent -> non-existent non-existents +non-experience -> non-experiences non-experience +non-expert -> non-experts non-expert +non-factive -> non-factive non-factives +non-feminist -> non-feminist non-feminists +non-gascon -> non-gascons non-gascon +non-gay -> non-gay non-gays +non-german -> non-german non-germans +non-golfer -> non-golfer non-golfers +non-goyigama -> non-goyigama non-goyigamas +non-graduate -> non-graduates non-graduate +non-greek -> non-greek non-greeks +non-hippy -> non-hippy non-hippies +non-homosexual -> non-homosexual non-homosexuals +non-human -> non-human non-humans +non-hungarian -> non-hungarians non-hungarian +non-identity -> non-identity non-identities +non-indian -> non-indians non-indian +non-intellectual -> non-intellectuals non-intellectual +non-intimate -> non-intimate non-intimates +non-ionic -> non-ionic non-ionics +non-israelite -> non-israelites non-israelite +non-issue -> non-issue non-issues +non-italian -> non-italian non-italians +non-jacobite -> non-jacobite non-jacobites +non-jew -> non-jew non-jews +nonjuror -> nonjurors nonjuror +non-juror -> non-jurors non-juror +non-kinsman -> non-kinsmen non-kinsman +non-lawyer -> non-lawyers non-lawyer +non-libyan -> non-libyan non-libyans +non-linearity -> non-linearity non-linearities +non-linguist -> non-linguists non-linguist +non-literate -> non-literate non-literates +non-local -> non-local non-locals +non-malay -> non-malay non-malays +non-male -> non-male non-males +non-manual -> non-manual non-manuals +non-married -> non-married non-marrieds +non-marxist -> non-marxists non-marxist +non-meaning -> non-meanings non-meaning +non-member -> non-members non-member +non-man -> non-man non-men +non-metallic -> non-metallic non-metallics +non-metal -> non-metal non-metals +non-migrant -> non-migrant non-migrants +non-monogamist -> non-monogamist non-monogamists +non-monopoly -> non-monopoly non-monopolies +non-moslem -> non-moslem non-moslems +non-mountaineer -> non-mountaineer non-mountaineers +non-muppet -> non-muppet non-muppets +non-musician -> non-musicians non-musician +non-muslim -> non-muslim non-muslims +non-national -> non-national non-nationals +non-native -> non-native non-natives +non-naturalist -> non-naturalists non-naturalist +non-negotiable -> non-negotiable non-negotiables +non-noble -> non-noble non-nobles +non-nurse -> non-nurse non-nurses +non-occurrence -> non-occurrence non-occurrences +non-owner -> non-owner non-owners +non-parent -> non-parents non-parent +non-partial -> non-partials non-partial +non-participant -> non-participants non-participant +non-party -> non-party non-parties +non-partner -> non-partners non-partner +non-payer -> non-payers non-payer +non-payment -> non-payment non-payments +non-pensioner -> non-pensioner non-pensioners +non-perishable -> non-perishable non-perishables +non-person -> non-person non-persons +non-pilot -> non-pilot non-pilots +non-player -> non-players non-player +non-politician -> non-politicians non-politician +nonpossessor -> nonpossessor nonpossessors +non-practice -> non-practice non-practices +non-primate -> non-primate non-primates +non-problem -> non-problem non-problems +nonprofessional -> nonprofessionals nonprofessional +non-professional -> non-professional non-professionals +non-profit -> non-profit non-profits +non-programmer -> non-programmer non-programmers +non-racist -> non-racist non-racists +non-radical -> non-radical non-radicals +non-reader -> non-readers non-reader +non-receptor -> non-receptor non-receptors +non-recipient -> non-recipients non-recipient +non-relative -> non-relatives non-relative +non-representative -> non-representative non-representatives +non-reproductive -> non-reproductives non-reproductive +non-resident -> non-residents non-resident +nonresident -> nonresident nonresidents +non-resistant -> non-resistants non-resistant +non-response -> non-response non-responses +non-roman -> non-roman non-romans +non-ruminant -> non-ruminant non-ruminants +non-runner -> non-runners non-runner +non-russian -> non-russian non-russians +non-sailor -> non-sailor non-sailors +non-scientist -> non-scientists non-scientist +nonscientist -> nonscientist nonscientists +non-sense -> non-senses non-sense +nonsense -> nonsense nonsenses nonsensed +non-sexist -> non-sexist non-sexists +non-signatory -> non-signatories non-signatory +non-skier -> non-skier non-skiers +non-slav -> non-slav non-slavs +nonsmoker -> nonsmokers nonsmoker +non-smoker -> non-smokers non-smoker +non-socialist -> non-socialist non-socialists +non-solicitor -> non-solicitors non-solicitor +non-solution -> non-solutions non-solution +non-somervillian -> non-somervillian non-somervillians +nonspecialist -> nonspecialist nonspecialists +non-specialist -> non-specialist non-specialists +non-standard -> non-standard non-standards +non-starter -> non-starter non-starters +nonstop -> nonstop nonstops +non-stranger -> non-stranger non-strangers +non-striker -> non-striker non-strikers +non-student -> non-students non-student +non-subject -> non-subjects non-subject +nonsuit -> nonsuited nonsuiting nonsuit +non-swimmer -> non-swimmer non-swimmers +non-system -> non-systems non-system +non-taxpayer -> non-taxpayers non-taxpayer +non-teacher -> non-teacher non-teachers +non-terminal -> non-terminal non-terminals +non-tory -> non-tory non-tories +non-trader -> non-traders non-trader +non-tree -> non-tree non-trees +non-trier -> non-triers non-trier +nonuniformity -> nonuniformity nonuniformities +non-unionist -> non-unionist non-unionists +non-unit -> non-units non-unit +non-user -> non-users non-user +non-verbal -> non-verbal non-verbals +non-vinyl -> non-vinyl non-vinyls +non-visitor -> non-visitor non-visitors +non-white -> non-white non-whites +nonword -> nonwords nonword +non-word -> non-words non-word +non-worker -> non-workers non-worker +nonwoven -> nonwoven nonwovens +non-woven -> non-woven non-wovens +non-writer -> non-writer non-writers +noodle -> noodles noodle noodling noodled +nook -> nooks nook +noone -> noone noones +noon -> noon noons +noose -> noose nooses noosed +nordalbingian -> nordalbingians nordalbingian +nordern -> nordern norderns +nordestino -> nordestino nordestinos +nordic -> nordic nordics +norite -> norite norites +norlander -> norlander norlanders +norm -> norms norm +normale -> normale normales +normalise -> normalising normalise normalised normalises +normality -> normality normalities +normalize -> normalize normalizing normalized +normal -> normal normals +norman -> norman normans +norseman -> norseman norsemen +north-easterly -> north-easterly north-easterlies +north-easterner -> north-easterners north-easterner +northerner -> northerners northerner +northern -> northern northerns +north -> north northing +northland -> northland northlands +northman -> northmen northman +northumbrian -> northumbrian northumbrians +norway -> norway norways +norwegain -> norwegain norwegains +norwegian -> norwegians norwegian +no -> no nos +'no -> 'no 'nos +nose -> noses nose nosing nosed +nosebag -> nosebag nosebags +nose-bag -> nose-bag nose-bags +noseband -> noseband nosebands +nosebleed -> nosebleeds nosebleed +nose-bleed -> nose-bleed nose-bleeds +nosecone -> nosecone nosecones +nosedive -> nosedive nosedived nosedives +nose-dive -> nose-dive nose-dived +nosegay -> nosegays nosegay +nosepick -> nosepick nosepicking +noser -> nosers noser +nose-ring -> nose-rings nose-ring +nosewheel -> nosewheels nosewheel +nosey -> nosey noseyed +nosey-parker -> nosey-parker nosey-parkers +nosh -> nosh noshing +no-show -> no-show no-shows +nosode -> nosode nosodes +nosso -> nosso nossos +nostalgia -> nostalgia nostalgias +nostril -> nostril nostrils nostrilling +nostrum -> nostrum nostrums +notability -> notability notabilities +notable -> notable notables +notam -> notam notams +notary -> notary notaries +notate -> notated notate notating +notation -> notation notations +notch -> notches notch notched notching +note -> notes note noted noting +notebook -> notebook notebooks +note-book -> note-book note-books +notecard -> notecards notecard +note-change -> note-changes note-change +note-combination -> note-combinations note-combination +note-group -> note-group note-groups +note-length -> note-length note-lengths +note-order -> note-orders note-order +notepad -> notepads notepad +note-pad -> note-pads note-pad +notepaper -> notepaper notepapers +noter -> noter noters +note-succession -> note-successions note-succession +nothing -> nothing nothings +notice-board -> notice-boards notice-board +noticeboard -> noticeboard noticeboards +notice -> notice noticed notices noticing +notification -> notification notifications +notify -> notified notify notifying notifies +notion -> notion notions +no-trump -> no-trump no-trumps +notturno -> notturno notturnos +nought -> nought noughts +nounphrase -> nounphrase nounphrases +noun -> noun nouns +nourish -> nourished nourish nourishing nourishes +nouvelle -> nouvelle nouvelles +nova -> nova novas +novate -> novated novate +novelette -> novelettes novelette +novelist -> novelist novelists +novella -> novella novellas +novel -> novel novels +novelty -> novelty novelties +november -> november novembers +novena -> novenas novena +novia -> novias novia +novice -> novice novices +noviciate -> noviciate noviciates +novio -> novios novio +novitiate -> novitiates novitiate +novo -> novo novos +now -> now nows +noye -> noye noyes +noyon -> noyon noyons +noyse -> noyses noyse +nozzle -> nozzle nozzles +npa -> npa npas +nsa -> nsas nsa +nse -> nse nses +not -> not n't nots notting +n-tuple -> n-tuples n-tuple +nuage -> nuages nuage +nuance -> nuances nuance nuanced nuancing +nubbin -> nubbins nubbin +nubian -> nubian nubians +nubile -> nubile nubiles +nub -> nub nubs +nuclear-weapon -> nuclear-weapons nuclear-weapon +nuclease -> nuclease nucleases +nucleation -> nucleation nucleations +nuclein -> nuclein nucleins +nucleon -> nucleons nucleon +nucleoprotein -> nucleoprotein nucleoproteins +nucleoside -> nucleoside nucleosides +nucleosome -> nucleosome nucleosomes +nucleotide -> nucleotides nucleotide +nucleus -> nuclei nucleus +nuclide -> nuclide nuclides +nude -> nude nudes nuder +nudge -> nudge nudged nudging nudges +nudist -> nudists nudist +nuff -> nuff nuffing +nuffink -> nuffink nuffinks +nuform -> nuform nuforms +nugget -> nuggets nugget +nuisance -> nuisance nuisances +nuit -> nuit nuits +nuke -> nuke nuking nuked nukes +nullify -> nullify nullified nullifying nullifies +null -> null nulls nulling +numan -> numen numan +numb -> numbs numbed numbing numb +number-cruncher -> number-crunchers number-cruncher +numberplate -> numberplates numberplate +number-plate -> number-plate number-plates +number -> number numbers numbered numbering +numbskull -> numbskulls numbskull +numeral -> numeral numerals +numerator -> numerator numerators +numeric -> numeric numerics +numismatist -> numismatist numismatists +numnah -> numnah numnahs +numskull -> numskulls numskull +nun -> nuns nun +nunatak -> nunatak nunataks +nuncio -> nuncio nuncios +nunnery -> nunnery nunneries +nuptia -> nuptias nuptia +nuptial -> nuptial nuptials +nursemaid -> nursemaids nursemaid nursemaiding +nurse-maid -> nurse-maid nurse-maids +nursery -> nursery nurseries nurserys +nurserymaid -> nurserymaid nurserymaids +nurseryman -> nurseryman nurserymen +nursery-rhyme -> nursery-rhyme nursery-rhymes +nurse -> nurse nurses nursing nursed +nursing-home -> nursing-home nursing-homes +nurture -> nurture nurtured nurturing nurtures +nurturer -> nurturer nurturers +nu -> nu nus nuer +nut -> nuts nut nutting nutted +nut-case -> nut-cases nut-case +nutcase -> nutcase nutcases +nutcracker -> nutcracker nutcrackers +nuthatch -> nuthatch nuthatches +nutmeg -> nutmeg nutmegged nutmegs +nutrient -> nutrients nutrient +nutritionist -> nutritionists nutritionist +nutshell -> nutshell nutshells +nutter -> nutter nutters +nut-tree -> nut-trees nut-tree +nuture -> nuture nutured +nuzzle -> nuzzling nuzzle nuzzled nuzzles +nvq -> nvq nvqs +nylon -> nylon nylons +nyman -> nymans nyman +nymphet -> nymphets nymphet +nymphomaniac -> nymphomaniac nymphomaniacs +nympho -> nympho nymphos +nymph -> nymph nymphs +oaa -> oaas oaa +oab -> oab oabs +oaf -> oafs oaf +oakapple -> oakapples oakapple +oak-apple -> oak-apples oak-apple +oak -> oak oaks oaking +oak-tree -> oak-tree oak-trees +oakwood -> oakwoods oakwood +oak-wood -> oak-wood oak-woods +oap -> oaps oap +oare -> oare oares +oarlock -> oarlock oarlocks +oar -> oar oars +oarsman -> oarsmen oarsman +oasis -> oasis oases +oast-house -> oast-houses oast-house +oast -> oast oasts +oatcake -> oatcakes oatcake +oath -> oath oaths +oba -> oba obas +obbligato -> obbligato obbligatos +obedience -> obedience obediences +obeisance -> obeisance obeisances +obelisk -> obelisk obelisks +obe -> obe obes +obey -> obeyed obey obeying obeys +obfuscate -> obfuscates obfuscate obfuscating obfuscated +obfuscation -> obfuscation obfuscations +obit -> obit obits +obituary -> obituary obituaries +obituarist -> obituarists obituarist +object -> objects object objected objecting +object-glass -> object-glass object-glasses +objectification -> objectification objectifications +objectify -> objectifies objectifying objectified objectify +objection -> objection objections +objective -> objectives objective +objectivist -> objectivist objectivists +objectivity -> objectivity objectivities +objector -> objector objectors +object-relationship -> object-relationships object-relationship +object-topic -> object-topic object-topics +objectview -> objectview objectviews +oblast -> oblast oblasts +oblation -> oblations oblation +oblidge -> oblidge oblidged +obligate -> obligated obligate obligating +obligation -> obligation obligations +oblige -> obliging oblige obliges +oblique -> oblique obliques +obliquity -> obliquity obliquities +obliterate -> obliterate obliterated obliterating obliterates +oblivion -> oblivion oblivions +oblong -> oblong oblongs +oboe -> oboe oboes +oboist -> oboist oboists +obrero -> obreros obrero +ob -> ob obs obed +obscenity -> obscenity obscenities +obscure -> obscure obscured obscurer obscures obscuring +obscurity -> obscurity obscurities +observable -> observable observables +observance -> observance observances +observation -> observations observation +observa-tion -> observa-tion observa-tions +observatory -> observatory observatories +observe -> observe observed observes observing +observer -> observer observers +obsess -> obsesses obsess obsessing +obsessional -> obsessional obsessionals +obsession -> obsession obsessions +obsessive -> obsessive obsessives +obsidian -> obsidian obsidians +obsolete -> obsolete obsoleted +obstacle -> obstacles obstacle +obstetrician -> obstetrician obstetricians +obstructionist -> obstructionist obstructionists +obstruction -> obstruction obstructions +obstruct -> obstruct obstructs obstructed obstructing +obstruent -> obstruents obstruent +obtain -> obtained obtain obtaining obtains +obtrude -> obtruded obtrude obtrudes obtruding +obviate -> obviate obviates obviated obviating +ocarina -> ocarinas ocarina +occasion -> occasions occasion occasioned occasioning +occassion -> occassion occassions +occidentale -> occidentale occidentales +occlude -> occludes occlude occluded occluding +occluder -> occluder occluders +occlusion -> occlusion occlusions +occultation -> occultation occultations +occultist -> occultist occultists +occupancy -> occupancy occupancies +occupant -> occupant occupants +occupational-pension -> occupational-pension occupational-pensions +occupation -> occupation occupations +occupy -> occupy occupied occupies occupying occupyed +occupier -> occupier occupiers +occur -> occurring occur occurred occurs +occurence -> occurence occurences +occure -> occured occuring occure occures +occurrence -> occurrence occurrences +oceanic -> oceanic oceanics +oceanographer -> oceanographer oceanographers +oceano -> oceano oceanos +ocean -> ocean oceans +ocelot -> ocelot ocelots +ochil -> ochil ochils +ochre -> ochre ochres +och -> och ochs +octagon -> octagon octagons +octahedron -> octahedron octahedrons +octamer -> octamer octamers +octave-combination -> octave-combination octave-combinations +octave -> octave octaves +october -> october octobers +octobrist -> octobrists octobrist +octogenarian -> octogenarian octogenarians +oct-protein -> oct-proteins oct-protein +oculist -> oculist oculists +odalisque -> odalisque odalisques +odb -> odb odbs +oddball -> oddball oddballs +od -> od oddest odder ods oder +oddity -> oddity oddities +oddjob -> oddjob oddjobbing oddjobs +odd-job -> odd-job odd-jobs +oddment -> oddments oddment +oden -> oden odens +odeon -> odeon odeons +ode -> ode odes +odometer -> odometers odometer +odone -> odone odones +odorant -> odorants odorant +odor -> odor odors +odour -> odour odours +odyssey -> odyssey odysseys +o' -> o' o'ed +oem -> oem oemed oeming +oena -> oenas oena +o -> o oer +oerlikon -> oerlikon oerlikons +oe -> oe oes +oestrogen -> oestrogen oestrogens +oeuf -> oeuf oeufs +oeuvre -> oeuvre oeuvres +ofa -> ofas ofa +of -> of ofer ofs +offal -> offal offals +off-beat -> off-beat off-beats +off-break -> off-breaks off-break +off-comer -> off-comers off-comer +offcut -> offcuts offcut +off-cut -> off-cuts off-cut +off-cutter -> off-cutter off-cutters +off-day -> off-day off-days +off-drive -> off-driving off-drive +off -> off offed offs +offence -> offence offences +offend -> offended offend offends offending +offender -> offenders offender +offense -> offense offenses +offensive -> offensive offensives +offeree -> offeree offerees +offerer -> offerer offerers +offer -> offers offering offered offer offerring offerred +offeror -> offeror offerors +offical -> officals offical +office-bearer -> office-bearers office-bearer +office-block -> office-block office-blocks +office-holder -> office-holders office-holder +officer -> officer officers officered officering +office -> office offices +office-worker -> office-workers office-worker +official -> official officials +officiant -> officiants officiant +officiate -> officiate officiates officiating officiated +officier -> officier officiers +off-licence -> off-licence off-licences +offline -> offline offlined offlining offlines +off-line -> off-line off-lines +off-load -> off-loads off-loading off-load off-loaded +offload -> offloaded offloads offloading offload +off-moment -> off-moment off-moments +offprint -> offprints offprint +off-print -> off-prints off-print +off-roader -> off-roaders off-roader +off-season -> off-season off-seasons +offset -> offsets offset offsetting +off-set -> off-set off-setting off-sets +offshoot -> offshoot offshoots +off-shoot -> off-shoot off-shoots +offside -> offside offsides +off-side -> off-side off-sides +offspinner -> offspinner offspinners +off-spinner -> off-spinner off-spinners +offspring -> offspring offsprings +off-worlder -> off-worlders off-worlder +offworlder -> offworlder offworlders +oflag -> oflag oflags +often -> often oftens +ogam -> ogam ogams +ogilvy -> ogilvy ogilvys ogilvies +ogle -> ogling ogle ogled ogles +ogler -> oglers ogler +ogre -> ogre ogres +og -> og ogs +ohm -> ohms ohm +ohp -> ohp ohps +oh -> oh ohs +oic -> oic oics +oie -> oies oie +oignon -> oignon oignons +oik -> oiks oik +oilbar -> oilbar oilbars +oilbird -> oilbird oilbirds +oil-burner -> oil-burners oil-burner +oil-drum -> oil-drum oil-drums +oilfield -> oilfields oilfield +oil-field -> oil-field oil-fields +oily -> oily oilier oilies oiliest +oil-lamp -> oil-lamps oil-lamp +oilman -> oilmen oilman +oil-painting -> oil-painting oil-paintings +oil-rig -> oil-rig oil-rigs +oil -> oil oils oiling oiled +oilseed -> oilseed oilseeds +oil-shale -> oil-shale oil-shales +oilskin -> oilskin oilskins +oil-slick -> oil-slicks oil-slick +oil-spill -> oil-spill oil-spills +oilstove -> oilstove oilstoves +ointment -> ointment ointments +oistrakh -> oistrakh oistrakhs +okay -> okay okayed +okrug -> okrug okrugs +ola -> ola olas +old-boy -> old-boy old-boys +'old -> 'old 'olding +oldland -> oldland oldlands +old-maid -> old-maids old-maid +old -> old olds older oldest +old-soldier -> old-soldier old-soldiers +old-stager -> old-stagers old-stager +oldster -> oldsters oldster +old-timer -> old-timers old-timer +old'un -> old'uns old'un +'ole -> 'oles 'ole +oleander -> oleander oleanders +olearia -> olearia olearias +olefin -> olefins olefin +oleograph -> oleograph oleographs +o-level -> o-level o-levels +oligarch -> oligarchs oligarch +oligarchy -> oligarchy oligarchies +oligochaete -> oligochaete oligochaetes +oligodendrocyte -> oligodendrocytes oligodendrocyte +oligomer -> oligomers oligomer +oligonucleotide -> oligonucleotide oligonucleotides +oligopeptide -> oligopeptides oligopeptide +oligopoly -> oligopoly oligopolies +oligo -> oligo oligos +oligosaccharide -> oligosaccharides oligosaccharide +olive -> olives olive +olivine -> olivines olivine +olly -> olly ollies ollied ollier +ology -> ology ologies +olo -> olo olos +ol -> ol ols +olsen -> olsen olsens +olt -> olts olt +olympian -> olympian olympians +olympic -> olympics olympic +ombudsman -> ombudsman ombudsmen ombudsmans +omda -> omda omdas +omelette -> omelettes omelette +omen -> omen omens +omission -> omissions omission +omit -> omit omitted omitting omits +om -> om omming +ommission -> ommissions ommission +ommochrome -> ommochrome ommochromes +omne -> omne omnes +omnipoint -> omnipoint omnipoints +omnisport -> omnisports omnisport +omnivore -> omnivore omnivores +omo -> omo omos +omv -> omv omvs +onanist -> onanists onanist +oncogene -> oncogene oncogenes +oncologist -> oncologist oncologists +oncoprotein -> oncoprotein oncoproteins +on-cost -> on-cost on-costs +ond -> onds ond +one-and-a-half-hour -> one-and-a-half-hour one-and-a-half-hours +one-dayer -> one-dayers one-dayer +one-day -> one-day one-days +one-design -> one-design one-designs +one-liner -> one-liner one-liners +one-man-band -> one-man-band one-man-bands +one-many -> one-many one-manys +one-nighter -> one-nighter one-nighters +one-off -> one-off one-offs +one-piece -> one-piece one-pieces +one -> one ones +one-stop-shop -> one-stop-shop one-stop-shops +onion -> onions onion +onlap -> onlap onlapping onlapped +on-licence -> on-licence on-licences +on-looker -> on-lookers on-looker +onlooker -> onlooker onlookers +only -> only onlys +onomastic -> onomastic onomastics +onrush -> onrush onrushing +on -> on ons +on-sight -> on-sight on-sights +onslaught -> onslaught onslaughts +ontology -> ontology ontologies +onto -> onto ontos +oob -> oob oobs +oocyte -> oocytes oocyte +oodle -> oodles oodle +ood -> ood oods +ooh -> ooh oohs oohing oohed oohhing +ook -> ooking ook +oolite -> oolite oolites +oooh -> oooh ooohed +oor -> oor oors +oo -> oo oos +ooze -> oozing oozed oozes ooze +opa -> opas opa +opacity -> opacities opacity +opac -> opac opacs +opal -> opal opals +op-amp -> op-amps op-amp +opaque -> opaque opaques opaqued +opcode -> opcodes opcode +'ope -> 'opes 'ope +opencast -> opencast opencasting +opener -> opener openers +open -> opened opening open opens +openside -> openside opensides +open-space -> open-space open-spaces +open-system -> open-system open-systems +open-topper -> open-topper open-toppers +opera-ballet -> opera-ballets opera-ballet +opera-glass -> opera-glass opera-glasses +opera-house -> opera-house opera-houses +opera-lover -> opera-lovers opera-lover +operand -> operand operands +opera -> opera operas +opera-singer -> opera-singers opera-singer +operate -> operating operated operate operates +operatic -> operatic operatics +operation -> operations operation operationed +operationalise -> operationalised operationalise operationalising +operationalize -> operationalized operationalize operationalizing +operative -> operative operatives +operator -> operators operator +operatorship -> operatorship operatorships +operculum -> operculum operculums +operetta -> operetta operettas +operon -> operon operons +ophiacanthid -> ophiacanthid ophiacanthids +ophiolite -> ophiolites ophiolite +ophiuroid -> ophiuroids ophiuroid +ophthalmologist -> ophthalmologists ophthalmologist +opiate -> opiates opiate +opic -> opic opics +opy -> opy opies +opine -> opined opining opine opines +opinion-former -> opinion-formers opinion-former +opinion-poll -> opinion-poll opinion-polls +opinion -> opinion opinions +opinon -> opinon opinons +opioid -> opioid opioids +oportunity -> oportunities oportunity +opossum -> opossum opossums +oppertunity -> oppertunity oppertunities +oppo -> oppos oppo +opponant -> opponant opponants +opponent -> opponents opponent +opportunist -> opportunist opportunists +opportunity -> opportunity opportunities +opposer -> opposer opposers +oppose -> opposes opposing opposed oppose +opposite -> opposite opposites +oppositionist -> oppositionist oppositionists +opposition -> opposition oppositions +oppress -> oppressing oppress oppresses +oppression -> oppression oppressions +oppressor -> oppressor oppressors +opp -> opp opps +op -> op ops opped +optative -> optative optatives +opt -> opts opted opt opting +optical -> optical opticals +optician -> optician opticians +optimisation -> optimisation optimisations +optimise -> optimise optimised optimising optimises +optimiser -> optimiser optimisers +optimist -> optimist optimists +optimize -> optimize optimizing optimizes optimized +option -> option options optioned +optoelectronic -> optoelectronic optoelectronics +optometrist -> optometrists optometrist +optonic -> optonic optonics +opt-out -> opt-out opt-outs +oracle -> oracles oracle +oralist -> oralist oralists +oral -> oral orals +oranda -> oranda orandas +orangeman -> orangeman orangemen +orangery -> orangery orangeries +orange -> orange oranges oranged +orangist -> orangist orangists +orang -> orang orangs +orang-utang -> orang-utang orang-utangs +orangutan -> orangutan orangutans +orang-utan -> orang-utan orang-utans +orate -> orate orated orates +oration -> oration orations +oratorian -> oratorian oratorians +oratory -> oratory oratories +oratorio -> oratorio oratorios +orator -> orator orators +orbat -> orbats orbat +orbital -> orbital orbitals +orbiter -> orbiters orbiter +orbit -> orbit orbits orbiting orbited +orb -> orb orbs +orc -> orcs orc +orcadian -> orcadian orcadians +orca -> orca orcas +orchard -> orchard orchards +orchestra -> orchestra orchestras +orchestrate -> orchestrating orchestrated orchestrate orchestrates +orchestration -> orchestration orchestrations +orchestrator -> orchestrator orchestrators +orchestrion -> orchestrions orchestrion +orchid -> orchids orchid +ordain -> ordained ordain ordains ordaining +ordeal -> ordeal ordeals +order-book -> order-books order-book +orderer -> orderers orderer +orderly -> orderly orderlies +order -> order orders ordering ordered +ordinaire -> ordinaire ordinaires +ordinal -> ordinal ordinals +ordinance -> ordinances ordinance +ordinand -> ordinand ordinands +ordinary -> ordinary ordinaries +ordinate -> ordinate ordinates ordinating ordinated +ordination -> ordination ordinations +ordnance -> ordnance ordnances +ord -> ord ords +orebody -> orebodies orebody +orefield -> orefield orefields +ore -> ore ores +orfe -> orfe orfes +orf -> orf orfs +orgainiser -> orgainiser orgainisers +orgainse -> orgainse orgainsed +orgainser -> orgainser orgainsers +organ-builder -> organ-builder organ-builders +organelle -> organelles organelle +organic -> organic organics +organisation -> organisation organisations +organise -> organise organised organising organises +organiser -> organiser organisers +organism -> organism organisms +organist -> organist organists +organization -> organizations organization +organize -> organizing organized organize organizes +organizer -> organizers organizer +organochloride -> organochlorides organochloride +organo-chloride -> organo-chloride organo-chlorides +organochlorine -> organochlorines organochlorine +organo-chlorine -> organo-chlorine organo-chlorines +organometallic -> organometallic organometallics +organophosphate -> organophosphate organophosphates +organ-pipe -> organ-pipe organ-pipes +organ -> organ organs +orgasm -> orgasm orgasms orgasmed +orgiast -> orgiasts orgiast +orgy -> orgy orgies +oriel -> oriel oriels +orien -> oriens orien +orientalist -> orientalist orientalists +oriental -> oriental orientals +orientate -> orientated orientate orientating orientates +orientation -> orientation orientations +orient -> orient oriented orienting orients +orienteer -> orienteers orienteer +orifice -> orifice orifices +originality -> originality originalities +original -> original originals +originate -> originates originated originating originate +origination -> origination originations +originator -> originators originator +origin -> origin origins +oriole -> oriole orioles +ork -> orks ork +ormerod -> ormerod ormerods +ormonde -> ormonde ormondes +ornament -> ornaments ornament ornamented ornamenting +ornamental -> ornamental ornamentals +ornamentation -> ornamentation ornamentations +ornithischian -> ornithischians ornithischian +ornithologist -> ornithologist ornithologists +orogen -> orogens orogen +orogeny -> orogeny orogenies +oromo -> oromo oromos +orphan -> orphans orphan +orphanage -> orphanage orphanages +orphange -> orphanges orphange +orphist -> orphist orphists +orr -> orr orrs +or -> or ors orred +'orse -> 'orses 'orse +orthodontic -> orthodontics orthodontic +orthodoxy -> orthodoxy orthodoxies +orthogneiss -> orthogneiss orthogneisses +orthogonalise -> orthogonalises orthogonalised +orthogonal -> orthogonal orthogonals +orthography -> orthography orthographies +orthopaedic -> orthopaedic orthopaedics +orthopedic -> orthopedics orthopedic +orthophosphate -> orthophosphate orthophosphates +ort -> ort orts +oryx -> oryx oryxes +oscar -> oscar oscars +oscar-winner -> oscar-winners oscar-winner +oscillate -> oscillates oscillate oscillated oscillating +oscillation -> oscillations oscillation +oscillator -> oscillator oscillators +oscilloscope -> oscilloscope oscilloscopes +osier -> osiers osier +osmometer -> osmometer osmometers +'ospital -> 'ospitals 'ospital +osprey -> osprey ospreys +oss -> oss osses +'oss -> 'oss 'osses +ossete -> ossete ossetes +ossetian -> ossetian ossetians +ossuary -> ossuary ossuaries +ost -> osts ost +osteopath -> osteopaths osteopath +osteospermum -> osteospermums osteospermum +osteostracan -> osteostracans osteostracan +ostertag -> ostertag ostertags +ostinato -> ostinato ostinatos +ostiole -> ostiole ostioles +ostler -> ostlers ostler +ostmark -> ostmarks ostmark +ostracise -> ostracise ostracised ostracising ostracises +ostracize -> ostracized ostracize ostracizing +ostracod -> ostracods ostracod +ostracoderm -> ostracoderms ostracoderm +ostrer -> ostrer ostrers +ostrich -> ostrich ostriches +ostrogoth -> ostrogoths ostrogoth +ot -> oter ot ots +ote -> ote otes +otherise -> otherised otherise +other -> other others othering +otter -> otter otters +ottoman -> ottomans ottoman +oubliette -> oubliettes oubliette +ouch -> ouch ouches +oued -> oued oueds +ou -> ou ouest +ought -> ought oughtest oughts +ouguiya -> ouguiya ouguiyas +ounce -> ounce ounces +we -> we our us wes wee +ouragon -> ouragon ouragons +'ouse -> 'ouse 'ouses +oust -> oust ousted ousting ousts +ouster -> ouster ousters +out-accelerate -> out-accelerate out-accelerating +outage -> outage outages +outbid -> outbid outbidding outbids +out-bluff -> out-bluffed out-bluff +outboard -> outboard outboards +outbowl -> outbowled outbowl +outbreak -> outbreak outbreaks +outbreed -> outbreed outbreeding +outbuilding -> outbuildings outbuilding +out-building -> out-buildings out-building +outburst -> outbursts outburst +outcaste -> outcaste outcastes +outcast -> outcast outcasts +outclass -> outclassed outclassing outclasses outclass +out-class -> out-classed out-classing +out-come -> out-comes out-come +outcome -> outcome outcomes +out-compete -> out-competed out-compete +outcompete -> outcompeted outcompeting outcompete +outcry -> outcry outcries +outcrop -> outcrop outcrops outcropping outcropped +out-crop -> out-crop out-crops +outcross -> outcross outcrossed outcrossing +outdistance -> outdistance outdistances outdistanced +outdo -> outdo outdoing +outdoorsman -> outdoorsmen outdoorsman +out-drink -> out-drinking out-drink +out-drive -> out-drive out-driving +outer -> outer outers +outface -> outface outfaced outfacing +outfall -> outfall outfalls +out-fall -> out-fall out-falls +outfax -> outfaxes outfaxed +outfielder -> outfielder outfielders +outfield -> outfield outfields +out-field -> out-field out-fields +outfit -> outfits outfit outfitted outfitting +outfitter -> outfitter outfitters +outflank -> outflank outflanked outflanking outflanks +outflow -> outflows outflow outflowing +out-flow -> out-flows out-flow +outfly -> outflying outfly +outfox -> outfoxed outfoxing outfox +outgass -> outgassing outgasses outgassed +outgoing -> outgoing outgoings +out-going -> out-going out-goings +outgross -> outgrossing outgrossed +outgroup -> outgroup outgroups +out-group -> out-group out-groups +outgrow -> outgrown outgrowing outgrows outgrow +outgrowth -> outgrowth outgrowths +outguess -> outguessed outguessing outguess +outgun -> outgunned outgun +out-gun -> out-gun out-gunned +out-house -> out-houses out-house +outhouse -> outhouse outhouses +outing -> outing outings +outjump -> outjumping outjumped +outland -> outland outlands +outlast -> outlast outlasted outlasts outlasting +outlawry -> outlawries outlawry +outlaw -> outlaw outlaws outlawed outlawing +outlay -> outlay outlays outlaid +outlet -> outlet outlets +outline -> outlining outlined outlines outline +outliner -> outliner outliners +outlive -> outlive outlived outlives outliving +out-live -> out-lived out-living +outlook -> outlook outlooks +outmanoeuvre -> outmanoeuvre outmanoeuvred outmanoeuvreing +out-manoeuvre -> out-manoeuvre out-manoeuvres +out-manoeuvr -> out-manoeuvred out-manoeuvring +outmatch -> outmatched outmatch outmatching +outnumber -> outnumbering outnumbered outnumber outnumbers +out-number -> out-number out-numbered out-numbering +out-of-door -> out-of-doors out-of-door +out-of-towner -> out-of-towners out-of-towner +outpace -> outpaces outpace outpacing outpaced +out-pace -> out-pacing out-paced +out-patient -> out-patients out-patient +outpatient -> outpatient outpatients +outperform -> outperforming outperform outperformed outperforms +out-perform -> out-performed out-perform out-performs out-performing +out-performance -> out-performance out-performanced +outplay -> outplayed outplay outplaying +out-point -> out-pointed out-point out-pointing +outpoint -> outpointed outpointing +outport -> outport outports +outpost -> outposts outpost outposted +outpouring -> outpouring outpourings +outprice -> outprice outpriced +out-produce -> out-produces out-produce +outproduce -> outproduce outproduces +out-put -> out-putted out-put +output -> output outputs outputting +outrage -> outrage outrages outraging +outrank -> outrank outranks outranked outranking +outreach -> outreach outreached outreaches outreaching +outr -> outr outred +outrider -> outriders outrider +outride -> outrides outriding +outrigger -> outrigger outriggers +outright -> outright outrights +out-run -> out-run out-running +outrun -> outrun outruns outrunning +out -> out outs outed +outscore -> outscored outscoring +outsell -> outsell outsells +outshine -> outshines outshine outshining +outshoot -> outshoots outshoot +outshot -> outshot outshots +outsider -> outsiders outsider +outside -> outside outsides +outsize -> outsize outsized +outskirter -> outskirters outskirter +outsmart -> outsmarted outsmart outsmarting +outsole -> outsole outsoles +outsource -> outsourcing outsource +outsprint -> outsprinted outsprint +out-sprint -> out-sprinting out-sprinted +outstare -> outstare outstares +outstation -> outstations outstation +out-station -> out-station out-stations +outstay -> outstayed outstay outstaying +outstretch -> outstretch outstretching +outstrip -> outstripped outstripping outstrips outstrip +out-swinger -> out-swingers out-swinger +out-take -> out-take out-takes +out-talk -> out-talk out-talked +out-think -> out-think out-thinking +out-tray -> out-trays out-tray +out-turn -> out-turns out-turn +outturn -> outturn outturns +outvote -> outvoted outvote +out-vote -> out-voted out-vote +out-weigh -> out-weighed out-weigh +outweigh -> outweigh outweighs outweighed outweighing +outweight -> outweighted outweight +outwit -> outwit outwitting outwitted outwits +outwork -> outworks outwork +outworker -> outworkers outworker +out-worker -> out-workers out-worker +outworld -> outworld outworlds +outyield -> outyielded outyield +ouvrier -> ouvrier ouvriers +oval -> oval ovals +ovary -> ovaries ovary +ovation -> ovation ovations +oven -> oven ovens +over-abstraction -> over-abstraction over-abstractions +over-achieve -> over-achieving over-achieve +over-achiever -> over-achievers over-achiever +overact -> overacting overacts overact +over-allocation -> over-allocations over-allocation +overall -> overall overalls +over-all -> over-all over-alls +over-ambition -> over-ambition over-ambitions +over-analyse -> over-analysing over-analysed +overawe -> overawed overawe overawes +overbalance -> overbalanced overbalancing overbalance overbalances +over-balance -> over-balance over-balancing over-balanced over-balances +overbear -> overbears overbear +overbid -> overbidding overbid +overboil -> overboiled overboiling +overbook -> overbooking overbooked overbook overbooks +overborrow -> overborrowed overborrowing +over-borrow -> over-borrowed over-borrowing over-borrow +overbridge -> overbridges overbridge +overbrown -> overbrowning overbrown +overburden -> overburdened overburden overburdening +over-buy -> over-buy over-buying +overcall -> overcall overcalls +overcast -> overcast overcasting +over-caution -> over-cautioned over-caution +over-celebrate -> over-celebrated over-celebrating +overcharge -> overcharging overcharged overcharge overcharges +over-charge -> over-charged over-charging over-charge +overcloth -> overcloth overcloths +over-coat -> over-coats over-coat +overcoat -> overcoat overcoats overcoated +overcome -> overcome overcoming overcomes overcame +over-commit -> over-committing over-commit over-committed +overcommit -> overcommitted overcommitting overcommit +overcompensate -> overcompensated overcompensate overcompensating +over-compensate -> over-compensating over-compensate over-compensated +over-concentrate -> over-concentrating over-concentrate +overconcern -> overconcern overconcerned +overcontrol -> overcontrolling overcontrol overcontrolled +over-control -> over-control over-controlled over-controlling +overcook -> overcooked overcook overcooking +over-correct -> over-correct over-corrected +overcrowd -> overcrowding overcrowd +overdeepen -> overdeepening overdeepened +over-design -> over-design over-designed +overdetermine -> overdetermined overdetermining overdetermine +over-determine -> over-determined over-determining over-determines +overdevelopment -> overdevelopment overdevelopments +overdo -> overdoing overdo overdone overdid +overdoor -> overdoors overdoor +overdose -> overdose overdoses overdosed overdosing +overdraft -> overdraft overdrafts +over-dramatise -> over-dramatised over-dramatise over-dramatising +overdramatise -> overdramatise overdramatising +over-dramatize -> over-dramatize over-dramatizes over-dramatizing +overdraw -> overdraw overdrawing +overdress -> overdressed overdress overdressing +over-dress -> over-dressed over-dresses over-dress over-dressing +overdrive -> overdrive overdriving +over-dry -> over-drying over-dry +overdub -> overdubs overdub overdubbed overdubbing +overdue -> overdue overdues +overeater -> overeater overeaters +overeat -> overeat overeating +over-embalm -> over-embalming over-embalmed +over-emphasise -> over-emphasise over-emphasised over-emphasises +overemphasise -> overemphasised overemphasising overemphasise overemphasises +overemphasize -> overemphasizes overemphasized overemphasize overemphasizing +over-emphasize -> over-emphasizes over-emphasized over-emphasize over-emphasizing +overestimate -> overestimated overestimate overestimating overestimates +over-estimate -> over-estimate over-estimates over-estimated over-estimating +over-exercise -> over-exercise over-exercised +over-exert -> over-exert over-exerted +over-expand -> over-expanded over-expand +over-exploit -> over-exploit over-exploited +over-expose -> over-exposing over-expose +overexpress -> overexpressed overexpressing overexpress +over-extend -> over-extended over-extend over-extending over-extends +over-extension -> over-extension over-extensions +overfall -> overfalls overfall +overfeed -> overfeed overfeeding +overfil -> overfilled overfilling +over-fill -> over-fill over-fills +overfish -> overfished overfishing +overflight -> overflights overflight +overflow -> overflowing overflow overflowed overflows +over-flow -> over-flowing over-flowed +overfly -> overfly overflying +overfund -> overfunding overfunded +overgeneralise -> overgeneralise overgeneralises +overgeneralization -> overgeneralizations overgeneralization +overground -> overground overgrounds +overgrow -> overgrow overgrowing +over-grow -> over-grown over-growing over-grow +overgrowth -> overgrowth overgrowths +over-hand -> over-hand over-handing +overhang -> overhang overhangs +overhaul -> overhauled overhaul overhauls overhauling +overhead -> overhead overheads +overhearer -> overhearers overhearer +overhear -> overheard overhears overhearing overhear +overheat -> overheat overheated overheats +overhit -> overhitting overhit +overhunt -> overhunting overhunted +over-identify -> over-identify over-identified over-identifying +over-impress -> over-impressed over-impress +over-index -> over-indexing over-index over-indexed +over-indulge -> over-indulge over-indulged over-indulging +overinflate -> overinflating overinflated +over-influence -> over-influenced over-influence +over-invest -> over-invest over-investing +overjacket -> overjackets overjacket +overlay -> overlay overlaid overlays overlaying +overlap -> overlap overlaps overlapped overlapping +overlayer -> overlayer overlayering +overleap -> overleaped overleap +overlearn -> overlearned overlearning +overly -> overly overlies +over-load -> over-loading over-loaded over-load +overload -> overload overloading overloaded overloads +overlock -> overlocked overlock overlocking +overlooker -> overlooker overlookers +over-look -> over-looked over-looking +overlook -> overlooked overlooks overlooking overlook +overlord -> overlord overlords +overlordship -> overlordship overlordships +overman -> overmanning overmanned overman +overmark -> overmarking overmark +overnight -> overnight overnights overnighting overnighted overnighter +over-order -> over-ordering over-ordered +overpaint -> overpainted overpaint +overpass -> overpass overpasses +overpay -> overpaid overpay overpaying overpayed +overpayment -> overpayment overpayments +over-persuade -> over-persuaded over-persuade over-persuading +over-pitch -> over-pitched over-pitch +overplay -> overplayed overplay overplays overplaying +over-play -> over-play over-played +overpopulate -> overpopulated overpopulating +overpower -> overpower overpowering overpowered overpowers +over-power -> over-powered over-powering +overpraise -> overpraise overpraises overpraised +overpressure -> overpressure overpressuring +overprice -> overpricing overprice overprices +overprint -> overprinted overprint overprinting overprints +over-process -> over-processed over-processing over-process +over-produce -> over-producing over-produce over-produced +overproduce -> overproducing overproduced overproduce overproduces +overpronator -> overpronators overpronator +overprotect -> overprotected overprotect +over-protect -> over-protected over-protect +over-provide -> over-provided over-provide +overrate -> overrating overrate overrates +over-rate -> over-rate over-rates +overreach -> overreached overreach overreaching overreaches +over-reach -> over-reach over-reaching over-reached +over-react -> over-reacting over-react over-reacted +overreact -> overreact overreacting overreacts overreacted +over-record -> over-recording over-record over-recorded +over-regulate -> over-regulated over-regulate +over-report -> over-reporting over-reported over-report +over-represent -> over-represented over-represent +overrepresent -> overrepresented overrepresents +over-restore -> over-restored over-restoring +over-ride -> over-ride over-rides +override -> override overriding overrides +over-romanticise -> over-romanticised over-romanticise +over-rudder -> over-rudder over-ruddering +overrule -> overruled overrule overruling overrules +over-rule -> over-ruled over-rule +over-run -> over-runs over-run over-running +overrun -> overrun overrunning overruns +over -> over overs overing +oversail -> oversailing oversailed oversail +oversalt -> oversalted oversalting +oversample -> oversampled oversampling +overscore -> overscores overscored +oversee -> overseeing oversee oversees +overseer -> overseer overseers +overshadow -> overshadowing overshadowed overshadow overshadows +over-shadow -> over-shadowed over-shadowing over-shadow +oversheet -> oversheet oversheeting oversheeted +overshirt -> overshirts overshirt +overshoe -> overshoes overshoe +overshoot -> overshooting overshoot overshoots +oversight -> oversight oversights oversighted +oversimplification -> oversimplification oversimplifications +over-simplification -> over-simplification over-simplifications +oversimplify -> oversimplify oversimplifies oversimplified oversimplifying +over-simplify -> over-simplify over-simplifies over-simplified over-simplifying +over-size -> over-size over-sizing +oversleep -> oversleeping oversleep oversleeps +overspecify -> overspecified overspecify +overspeed -> overspeeding overspeed +overspend -> overspend overspends overspending +overspil -> overspilling overspilled +overspill -> overspill overspills +overspray -> overspray overspraying +overspread -> overspread overspreading +overstamp -> overstamped overstamp +overstand -> overstanding overstand +over-state -> over-stating over-stated over-states +overstatement -> overstatement overstatements +overstate -> overstates overstating overstated overstate +overstay -> overstayed overstaying overstay +overstep -> overstepped overstep overstepping oversteps +over-stimulate -> over-stimulated over-stimulates over-stimulate +overstimulate -> overstimulate overstimulating overstimulated +overstock -> overstocked overstocking overstock overstocks +overstrain -> overstrain overstraining overstrained +overstress -> overstressing overstress overstressed +over-stress -> over-stressing over-stressed over-stress +over-stretch -> over-stretched over-stretch over-stretches over-stretching +overstretch -> overstretch overstretching overstretched +overstrike -> overstrikes overstrike overstriking +over-stuff -> over-stuffing over-stuffed +oversupinator -> oversupinator oversupinators +oversupply -> oversupply oversupplied +over-supply -> over-supply over-supplied +over-swing -> over-swinging over-swing +overtake -> overtaken overtakes overtaking overtake overtook +over-take -> over-take over-taking +overtax -> overtax overtaxing overtaxed overtaxes +over-tax -> over-taxed over-taxing +overthrow -> overthrow overthrown overthrowing overthrows +over-throw -> over-throw over-thrown +overthrust -> overthrust overthrusting +over-tighten -> over-tightened over-tighten +overtire -> overtired overtire +overtone -> overtone overtones +over-top -> over-topping over-top +overtop -> overtop overtopping overtopped +overtrain -> overtraining overtrain +over-tunic -> over-tunic over-tunics +overture -> overture overtures +overturn -> overturned overturning overturn overturns +over-turn -> over-turned over-turning over-turn +overuse -> overused overuse overusing +over-use -> over-used over-use over-uses over-using +overvaluation -> overvaluations overvaluation +overvalue -> overvalued overvalue overvaluing overvalues +over-value -> over-valued over-valuing over-value +overview -> overview overviews overviewing overviewed +overwatch -> overwatches overwatch +overwater -> overwatering overwater overwatered +over-water -> over-water over-watering +overweight -> overweight overweighted overweights +overwhelm -> overwhelmed overwhelms overwhelm +overwinter -> overwinter overwintered overwintering overwinters +over-winter -> over-winter over-winters over-wintering over-wintered +over-work -> over-working over-work +overwork -> overwork overworking overworks +over-wrap -> over-wrapping over-wrap +overwrap -> overwrap overwrapped overwrapping +overwrite -> overwrites overwrite +oviduct -> oviducts oviduct +oviposit -> oviposit ovipositing +ovoid -> ovoid ovoids +ovulate -> ovulate ovulating ovulated ovulates +ovulation -> ovulation ovulations +ovule -> ovules ovule +owe -> owed owe owes owing +owenite -> owenite owenites +ow -> ow ower ows +owlet -> owlets owlet +owl-hole -> owl-hole owl-holes +owl -> owl owls owled +own-brander -> own-brander own-branders +own-brand -> own-brand own-brands +own -> own owned owns owning +owner-breeder -> owner-breeder owner-breeders +owner-driver -> owner-drivers owner-driver +owner-farmer -> owner-farmer owner-farmers +owner-manager -> owner-managers owner-manager +owner-occupier -> owner-occupiers owner-occupier +owner-operator -> owner-operators owner-operator +owner-pilot -> owner-pilots owner-pilot +owner -> owner owners +ownership -> ownership ownerships +owner-trainer -> owner-trainer owner-trainers +own-label -> own-label own-labels +oxalate -> oxalate oxalates +oxbow -> oxbow oxbows +ox-bow -> ox-bow ox-bows +oxcart -> oxcart oxcarts +ox-cart -> ox-cart ox-carts +ox -> ox oxen oxes +oxford -> oxford oxfords +oxhide -> oxhides oxhide +oxidant -> oxidants oxidant +oxidation -> oxidation oxidations +oxide -> oxides oxide +oxidise -> oxidise oxidising oxidised oxidises +oxidize -> oxidized oxidize oxidizing oxidizes +oxley -> oxley oxleys +oxlip -> oxlips oxlip +oxoanion -> oxoanions oxoanion +oxonian -> oxonian oxonians +oxo -> oxo oxos +oxtail -> oxtail oxtails +oxyanion -> oxyanions oxyanion +oxyfluoride -> oxyfluorides oxyfluoride +oxygenate -> oxygenate oxygenates +oxygenator -> oxygenators oxygenator +oxygen -> oxygen oxygens +oy -> oy oyer oys +oy-oy -> oy-oy oy-oys +oyster-catcher -> oyster-catchers oyster-catcher +oystercatcher -> oystercatcher oystercatchers +oyster -> oyster oysters +ozone-depleter -> ozone-depleters ozone-depleter +ozone -> ozone ozones +oz -> oz ozs +p' -> p'ing p' +pabx -> pabxs pabx pabxes +pacemaker -> pacemakers pacemaker +pace-maker -> pace-maker pace-makers +paceman -> pacemen paceman +pacer -> pacer pacers +pacesetter -> pacesetters pacesetter +pace-setter -> pace-setter pace-setters +pachyderm -> pachyderms pachyderm +pachytene -> pachytene pachytenes +pacify -> pacify pacified pacifying pacifies +pacifier -> pacifier pacifiers +pacifist -> pacifists pacifist +pace -> pace pacing paces paced +package -> packages package packaged packaging +packager -> packagers packager +pack -> packs packed pack packing +packer -> packers packer +packet -> packets packet +packhorse -> packhorse packhorses +pack-horse -> pack-horse pack-horses +packing-case -> packing-cases packing-case +packmate -> packmates packmate +packman -> packman packmen +packstone -> packstones packstone +pact -> pact pacts +paddy -> paddy paddies +pad -> pad padding pads padded +paddler -> paddler paddlers +paddle -> paddled paddling paddle paddles +paddock -> paddock paddocks paddocked +paddy-field -> paddy-field paddy-fields +padlock -> padlock padlocked padlocks padlocking +padre -> padre padres +paean -> paean paeans +paediatrician -> paediatrician paediatricians +paediatric -> paediatric paediatrics +paedophile -> paedophile paedophiles +paedophiliac -> paedophiliac paedophiliacs +paella -> paella paellas +paeony -> paeonies paeony +paf -> paf pafs +pagan -> pagan pagans +pageant -> pageant pageants +page-boy -> page-boys page-boy +pageboy -> pageboy pageboys +page-number -> page-numbers page-number +pager -> pagers pager +page -> page pages paged paging +paget -> pagets paget +page-turner -> page-turner page-turners +paginate -> paginated paginate +pagoda -> pagoda pagodas +pah -> pah pahs +pay -> pay paid paying pays payed +paid-out -> paid-out paid-outs +paillard -> paillard paillards +pail -> pail pails +pain-killer -> pain-killers pain-killer +painkiller -> painkiller painkillers +pain -> pain pains pained paining +paint -> painted paint paints +paintball -> paintball paintballs +paintbrush -> paintbrush paintbrushes +paint-brush -> paint-brush paint-brushes +painter -> painter painters +painter-stainer -> painter-stainer painter-stainers +painting -> paintings painting +painting-book -> painting-book painting-books +paintpot -> paintpots paintpot +paintstick -> paintsticks paintstick +pair -> pair pairs paired pairing +pai -> pai pais +paisleyite -> paisleyite paisleyites +pakamac -> pakamac pakamacs +pakeha -> pakeha pakehas +pakistani -> pakistani pakistanis +pakora -> pakora pakoras +palace -> palaces palace +paladin -> paladins paladin +palaeobotanist -> palaeobotanist palaeobotanists +palaeoclimate -> palaeoclimate palaeoclimates +palaeoecologist -> palaeoecologists palaeoecologist +palaeoenvironment -> palaeoenvironment palaeoenvironments +palaeogeography -> palaeogeography palaeogeographies +palaeographer -> palaeographer palaeographers +palaeomagnetist -> palaeomagnetists palaeomagnetist +palaeontologist -> palaeontologists palaeontologist +palaeozoic -> palaeozoic palaeozoics +palanquin -> palanquin palanquins +palatal -> palatal palatals +palate -> palate palates +palaver -> palaver palavers +palazzo -> palazzo palazzos +pale -> paler pale paling pales palest paled +paleface -> palefaces paleface +paleontologist -> paleontologists paleontologist +palernian -> palernian palernians +palestinan -> palestinans palestinan +palestinian -> palestinian palestinians +palette -> palette palettes +palfrey -> palfreys palfrey +palheiro -> palheiro palheiros +palimpsest -> palimpsest palimpsests +palindrome -> palindrome palindromes +palisade -> palisade palisades +pallant -> pallant pallants +pall-bearer -> pall-bearer pall-bearers +palletize -> palletize palletizing +pallet -> pallet pallets +palliate -> palliate palliated palliating +palliative -> palliative palliatives +pall -> pall palling palls palled +pallister -> pallister pallisters +palma -> palma palmas +palmer-tomkinson -> palmer-tomkinson palmer-tomkinsons +palmette -> palmette palmettes +palmetto -> palmetto palmettos +palmy -> palmy palmier +palmist -> palmist palmists +palm-print -> palm-prints palm-print +palm-reader -> palm-readers palm-reader +palm-reading -> palm-reading palm-readings +palm -> palm palms palmed palming +palmtop -> palmtops palmtop +palm-top -> palm-top palm-tops +palmtree -> palmtrees palmtree +palm-tree -> palm-trees palm-tree +palombe -> palombes palombe +palomino -> palomino palominos +palooka -> palookas palooka +palpate -> palpates palpated palpate palpating +palpitate -> palpitating palpitated palpitate +palpitation -> palpitations palpitation +palp -> palp palps palping +pal -> pal pals +palsy -> palsy palsied palsies +paly -> paly palyer palying +palynomorph -> palynomorphs palynomorph +pamir -> pamirs pamir +pamment -> pamments pamment +pampa -> pampas pampa +pamper -> pampered pamper pampering pampers +pamphleteer -> pamphleteer pamphleteers pamphleteering +pamphlet -> pamphlet pamphlets +pan- -> pan-s pan- +panacea -> panacea panaceas +panamanian -> panamanian panamanians +panama -> panama panamas +pancake -> pancake pancakes pancaked +panchayat -> panchayat panchayats +pancrease -> pancreases pancrease +pancreatectomy -> pancreatectomies pancreatectomy +pancreatogram -> pancreatograms pancreatogram +panda -> pandas panda +pandava -> pandava pandavas +pandemic -> pandemic pandemics +pander -> pandering pander panders pandered +pandy -> pandy pandies +pandit -> pandit pandits +pane -> panes pane +panegyric -> panegyrics panegyric +panelinha -> panelinhas panelinha +panelist -> panelists panelist +panellist -> panellists panellist +panel -> panel panels panelled panelling +panemone -> panemone panemones +panful -> panfuls panful +panga -> panga pangas +pangolin -> pangolins pangolin +pang -> pang pangs +panhandler -> panhandlers panhandler +panhandle -> panhandle panhandling +panic -> panic panicking panics +panier -> panier paniers +panjandrum -> panjandrum panjandrums +pankhurst -> pankhurst pankhursts +panner -> panners panner +pannier -> pannier panniers +panorama -> panorama panoramas +panorpoid -> panorpoid panorpoids +pan -> pan pans panned panning +pansy -> pansy pansies pansying +panslav -> panslavs panslav +panslavist -> panslavists panslavist +pantalon -> pantalon pantalons +pantaloon -> pantaloon pantalooned +pantechnicon -> pantechnicon pantechnicons +pant -> panting panted pant +pantheon -> pantheon pantheons +panther -> panther panthers +pantile -> pantiles pantile pantiled +pantisocrat -> pantisocrats pantisocrat +pantograph -> pantograph pantographs +pantomime -> pantomime pantomimes pantomimed +panto -> panto pantos +pantry -> pantry pantries +pantsuit -> pantsuits pantsuit +panty -> panties panty +panzer -> panzer panzers +papalist -> papalist papalists +papa -> papa papas +papaw -> papaws papaw +papaya -> papaya papayas +paperback -> paperbacks paperback paperbacked +paper-back -> paper-back paper-backs +paper-boy -> paper-boy paper-boys +paper-chain -> paper-chains paper-chain +paperclip -> paperclip paperclips paperclipped +paper-clip -> paper-clip paper-clips +papermaker -> papermakers papermaker +papermill -> papermill papermills +paper-mill -> paper-mill paper-mills +paper -> paper papers papering papered +paper-seller -> paper-sellers paper-seller +paper-stripper -> paper-stripper paper-strippers +paper-towel -> paper-towel paper-towels +paper-type -> paper-type paper-types +paperweight -> paperweights paperweight +paper-weight -> paper-weight paper-weights +paperwork -> paperwork paperworks +pape -> pape papes +papia -> papias papia +papilla -> papilla papillas +papilloma -> papilloma papillomas +papist -> papist papists +papoose -> papoose papooses +pappa -> pappas pappa +papuan -> papuan papuans +papy -> papier papy +papyrus -> papyrus papyri +paque -> paque paques +para -> paras para +parabear -> parabear parabears +parable -> parables parable +parabola -> parabola parabolas +paraboloid -> paraboloid paraboloids +paracelsian -> paracelsians paracelsian +paracetamol -> paracetamol paracetamols +parachute -> parachute parachuted parachuting parachutes +parachutist -> parachutist parachutists +paradigm -> paradigm paradigms +parade -> parade parading parades paraded +paradise -> paradise paradises +parador -> parador paradors +paradox -> paradox paradoxes +paradropper -> paradropper paradroppers +paraesthesia -> paraesthesia paraesthesias +paraffin -> paraffin paraffins +parafoil -> parafoil parafoils +paraglide -> paragliding paraglide +paraglider -> paragliders paraglider +paragon -> paragon paragons +paragraph -> paragraph paragraphs paragraphing paragraphed +paraguayan -> paraguayan paraguayans +parakeet -> parakeets parakeet +para-legal -> para-legals para-legal +paralegal -> paralegal paralegals +paralinguistic -> paralinguistic paralinguistics +parallax -> parallax parallaxes +parallelepiped -> parallelepipeds parallelepiped +parallelise -> parallelises parallelising parallelised parallelise +parallelism -> parallelism parallelisms +parallelogram -> parallelogram parallelograms +parallel -> parallel parallels paralleling parallelled +paralympic -> paralympic paralympics +paralyse -> paralyse paralysed paralysing paralyses +paralysis -> paralysis paralyses +paralyze -> paralyzed paralyze paralyzes +paramedic -> paramedics paramedic +paramedical -> paramedical paramedicals +parameter -> parameters parameter +parametric -> parametric parametrics +parametrize -> parametrize parametrized +paramilitary -> paramilitary paramilitaries +para-military -> para-militaries para-military +paramour -> paramours paramour +paranoiac -> paranoiac paranoiacs +paranoia -> paranoia paranoias +paranoid -> paranoid paranoids +parapet -> parapets parapet +paraphrase -> paraphrased paraphrase paraphrases paraphrasing +paraprofessional -> paraprofessional paraprofessionals +para-professional -> para-professional para-professionals +parapsid -> parapsid parapsids +parapsychologist -> parapsychologists parapsychologist +para-relation -> para-relations para-relation +parascend -> parascend parascending +parasite -> parasites parasite +parasitise -> parasitising parasitises parasitise parasitised +parasitize -> parasitize parasitized parasitizing +parasitoid -> parasitoid parasitoids +parasitologist -> parasitologist parasitologists +parasol -> parasol parasols +parastatal -> parastatal parastatals +paratone -> paratones paratone +paratroop -> paratroops paratroop +paratrooper -> paratroopers paratrooper +parboil -> parboiled parboil parboiling +parcel -> parcels parcel parcelling parcelled +parch -> parch parches parching +parchment -> parchment parchments +parchment-seller -> parchment-seller parchment-sellers +parc -> parc parcs +pardner -> pardners pardner +pardon -> pardoned pardon pardons pardoning +pardoner -> pardoners pardoner +pare -> paring pare pared pares +paren -> parens paren +parent -> parents parent parenting parented +parent-governor -> parent-governors parent-governor +parenthesis -> parenthesis parentheses +parenthetical -> parenthetical parentheticals +parfum -> parfum parfums +pargete -> pargeting pargeted +pariah -> pariah pariahs +parient -> parient parients +parietal -> parietal parietals +parish -> parish parishes +parishioner -> parishioners parishioner +parisian -> parisian parisians +parity -> parity parities +park -> parks park parked parking +parka -> parka parkas +parker -> parker parkers +parking-token -> parking-tokens parking-token +park-keeper -> park-keepers park-keeper +parkland -> parkland parklands +parkway -> parkway parkways +parlay -> parlay parlaying +parlement -> parlement parlements +parley -> parley parleying parleyed +parliamentarian -> parliamentarians parliamentarian +parliament -> parliament parliaments +parlor -> parlor parlors +parlourmaid -> parlourmaid parlourmaids +parlour -> parlour parlours +parma -> parma parmas +parmesan -> parmesan parmesans +parochial -> parochial parochials +parodist -> parodist parodists +parody -> parodying parody parodies parodied +parole -> parole paroled paroles +parotid -> parotids parotid +paroxysm -> paroxysm paroxysms +parp -> parp parping parped +parricide -> parricide parricides +parrish -> parrish parrishes +parrote -> parroting parroted +parrot -> parrot parrots +parry -> parried parry parries parrying +par -> par pars parring parred +parse -> parsing parse parsed parses +parsec -> parsecs parsec +parsee -> parsees parsee +parser -> parser parsers +parslow -> parslow parslows +parsnip -> parsnip parsnips +parsonage -> parsonage parsonages +parsy -> parsy parsys +partaker -> partakers partaker +partake -> partaking partakes partake +parter -> parters parter +parterre -> parterre parterres +parte -> parte partes +parthian -> parthian parthians +partial -> partial partials partialled +participant -> participants participant +participant-observer -> participant-observer participant-observers +participant-role -> participant-roles participant-role +participate -> participate participating participated participates +participation -> participation participations +participator -> participator participators +participle -> participle participles +particle -> particles particle +particularise -> particularised particularise particularising +particularism -> particularism particularisms +particularist -> particularist particularists +particularity -> particularity particularities +particularize -> particularized particularize particularizing +particulate -> particulate particulates +partida -> partida partidas +party -> party parties partied partying partys +partisan -> partisan partisans +partisanship -> partisanship partisanships +partita -> partita partitas +partition -> partition partitions partitioned partitioning +partizan -> partizan partizans +partner -> partner partners partnered partnering +partnership -> partnerships partnership +part-number -> part-number part-numbers +part-object -> part-object part-objects +part-own -> part-owned part-own +part-owner -> part-owner part-owners +part-pack -> part-pack part-packs +part-payment -> part-payments part-payment +partridge -> partridge partridges +part -> part parts parted parting +part-song -> part-song part-songs +part-timer -> part-timer part-timers +parturition -> parturition parturitions +partwork -> partwork partworks +party-giver -> party-giver party-givers +partygoer -> partygoers partygoer +party-goer -> party-goers party-goer +party-member -> party-members party-member +party-piece -> party-piece party-pieces +party-pooper -> party-poopers party-pooper +party-popper -> party-poppers party-popper +party-thrower -> party-thrower party-throwers +parvenu -> parvenu parvenus +pa -> pa pas +pascal -> pascal pascals +pasha -> pasha pashas +pash -> pash pashes +pashtun -> pashtuns pashtun +pass -> passed pass passing passes +passacaglia -> passacaglia passacaglias +passage-grave -> passage-graves passage-grave +passage -> passage passages +passageway -> passageway passageways +passage-way -> passage-way passage-ways +passaging -> passaging passagings +passbook -> passbook passbooks +passenger -> passengers passenger +passerine -> passerines passerine +passer -> passer passers +passion -> passions passion +passion-flower -> passion-flowers passion-flower +passion-killer -> passion-killer passion-killers +passive -> passive passives +passivize -> passivize passivized +passo -> passos passo +passport -> passport passports +password -> password passwords +pasta -> pasta pastas +paste -> paste pasted pastes +pastellist -> pastellists pastellist +pastel -> pastel pastels +paster -> pasters paster +pastern -> pasterns pastern +paste-up -> paste-up paste-ups +pasteurize -> pasteurized pasteurizing +pasty -> pasty pasties +pastille -> pastilles pastille +pastime -> pastime pastimes +past -> past pasting pasts +past-master -> past-masters past-master +pastorale -> pastorale pastorales +pastoralist -> pastoralist pastoralists +pastoral -> pastoral pastorals +pastorate -> pastorate pastorates +pastore -> pastore pastored pastoring +pastor -> pastor pastors +pastry -> pastry pastries +pastry-cook -> pastry-cooks pastry-cook +pasture -> pastures pastured pasture pasturing +pastureland -> pastureland pasturelands +pasture-land -> pasture-land pasture-lands +pata -> patas pata +patch -> patches patch patched patching +patchy -> patchy patchier +patchwork -> patchwork patchworks +paten -> patens paten +patent -> patent patented patents patenting +patentee -> patentee patentees +patent-holder -> patent-holder patent-holders +paternalist -> paternalist paternalists +paternoster -> paternoster paternostered +pater -> pater paters +pate -> pate pates +pathan -> pathans pathan +pathe -> pathe pathes +pathetic -> pathetic pathetics +path-finder -> path-finders path-finder +pathfinder -> pathfinder pathfinders +pathname -> pathname pathnames +pathogen -> pathogen pathogens +pathological -> pathological pathologicals +pathology -> pathology pathologies +pathologist -> pathologist pathologists +pathologize -> pathologizing pathologized +pathomechanism -> pathomechanism pathomechanisms +path -> path paths +pathway -> pathway pathways +patient -> patients patient +patina -> patina patinas +patinate -> patinate patinating patinates +patio -> patio patios +pato -> pato patos +patrial -> patrials patrial +patriarchate -> patriarchates patriarchate +patriarch -> patriarch patriarchs +patrician -> patrician patricians +patriciate -> patriciate patriciates +patricio -> patricio patricios +patriline -> patrilines patriline +patrimony -> patrimony patrimonies +patriotique -> patriotique patriotiques +patriot -> patriot patriots +patristic -> patristic patristics +patrol -> patrol patrolling patrols patrolled +patrolman -> patrolman patrolmen +patronage -> patronage patronages +patroness -> patroness patronesses +patronisation -> patronisations patronisation +patronise -> patronised patronise patronises +patronize -> patronize patronized patronizes patronizing +patron -> patron patrons +patronymic -> patronymics patronymic +patsy -> patsy patsies +patten -> patten pattens +patter -> patter pattered patters pattering +pattern-book -> pattern-book pattern-books +pattern-maker -> pattern-maker pattern-makers +pattern-note -> pattern-notes pattern-note +pattern -> pattern patterns patterning patterned +patty -> patty patties +pat -> pat patting patted pats +paunch -> paunch paunches +pauper -> paupers pauper paupered +pause -> pauses pause paused pausing +pavan -> pavans pavan +pavane -> pavane pavanes +pavement -> pavements pavement +paver -> pavers paver +pavilion -> pavilion pavilions +pavillon -> pavillon pavillons +pave -> paved paving pave paves +paving-stone -> paving-stone paving-stones +pavior -> pavior paviors +paviour -> paviour paviours +paw -> paws paw pawing pawed +pawel -> pawels pawel +pawnbroker -> pawnbrokers pawnbroker +pawn -> pawn pawns pawning pawned +pawnshop -> pawnshop pawnshops +pawpaw -> pawpaw pawpaws +paw-paw -> paw-paw paw-paws +paw-print -> paw-print paw-prints +paxman -> paxman paxmans +paxo -> paxos paxo +payable -> payable payables +payback -> payback paybacks +paybook -> paybook paybooks +pay-day -> pay-days pay-day +payee -> payee payees +payer -> payers payer +payload -> payloads payload +paymaster -> paymaster paymasters +payment -> payments payment +payoff -> payoffs payoff +pay-off -> pay-off pay-offs +payout -> payout payouts +pay-out -> pay-out pay-outs +pay-packet -> pay-packets pay-packet +pay-penny -> pay-pennies pay-penny +payphone -> payphones payphone +pay-rise -> pay-rise pay-rises +payroll -> payroll payrolls +pay-roll -> pay-roll pay-rolls +paysannat -> paysannats paysannat +pay-scale -> pay-scale pay-scales +pay-slip -> pay-slips pay-slip +payslip -> payslip payslips +p-bass -> p-bass p-basses +pby -> pby pbys +p-cadherin -> p-cadherin p-cadherins +pca -> pca pcas +pcb -> pcb pcbs +pcr-fragment -> pcr-fragments pcr-fragment +pc -> pc pcs +pda -> pda pdas +peaberry -> peaberry peaberries +peace-broker -> peace-broker peace-brokers +peace-keeper -> peace-keepers peace-keeper +peacekeeper -> peacekeeper peacekeepers +peacemaker -> peacemaker peacemakers +peace-maker -> peace-maker peace-makers +peace-making -> peace-making peace-makings +peace-offering -> peace-offerings peace-offering +peace -> peace peaces +peace-treaty -> peace-treaty peace-treaties +peach -> peaches peach +pea-coat -> pea-coats pea-coat +peacock -> peacock peacocks peacocking +peahen -> peahens peahen +peak -> peaks peak peaking peaked +peak-hour -> peak-hour peak-hours +peal -> peal peals pealed pealing +peanut -> peanuts peanut +pearle -> pearle pearles +pearlescent -> pearlescent pearlescents +pearly -> pearly pearliest +pearl -> pearl pearls pearling pearled +pearmain -> pearmain pearmains +pear -> pear pears +pear-tree -> pear-tree pear-trees +pea -> pea peas +peasant -> peasants peasant +peasant-proletarian -> peasant-proletarians peasant-proletarian +peasantry -> peasantry peasantries +peashooter -> peashooters peashooter +pea-shooter -> pea-shooters pea-shooter +pea-souper -> pea-soupers pea-souper +peat-bog -> peat-bogs peat-bog +peat-cut -> peat-cut peat-cuts +peat-digger -> peat-digger peat-diggers +peate -> peates peate +peatland -> peatland peatlands +peat -> peat peats peating +peb -> pebs peb +pebbledash -> pebbledashed pebbledash +pebble -> pebble pebbles +pec -> pecs pec +pecan -> pecan pecans +peccadillo -> peccadillo peccadillos +peccary -> peccary peccaries +pecheneg -> pechenegs pecheneg +pech -> pech peches +pecker -> peckers pecker +peck -> peck pecking pecked pecks +pectinid -> pectinid pectinids +pectin -> pectin pectins +pectoral -> pectorals pectoral +peculation -> peculation peculations +peculiarity -> peculiarity peculiarities +peculiar -> peculiar peculiars +pedagogy -> pedagogy pedagogies +pedal-bin -> pedal-bin pedal-bins +pedalboard -> pedalboards pedalboard +pedalo -> pedalo pedalos +pedal -> pedal pedals pedalled pedalling +pedantry -> pedantry pedantries +pedant -> pedant pedants +peddler -> peddler peddlers +peddle -> peddled peddling peddle peddles +peder -> peders peder +pederast -> pederasts pederast +pede -> pede pedes +pedestal -> pedestal pedestals +pedestrianise -> pedestrianising pedestrianise +pedestrian -> pedestrian pedestrians +pedicel -> pedicels pedicel +pedicle -> pedicled pedicle +pedicure -> pedicured pedicure pedicures +pedigree -> pedigree pedigrees +pediment -> pediment pediments +pedipalp -> pedipalps pedipalp +pediplain -> pediplains pediplain +pedlar -> pedlar pedlars +pedometer -> pedometer pedometers +pedon -> pedon pedons +pedulla -> pedulla pedullas +peduncle -> peduncle peduncles +pee- -> pee-ing pee- +pee-bottle -> pee-bottle pee-bottles +pee -> pee peed peeing pees +peek -> peek peeking peeked peeks +peeler -> peelers peeler +peel -> peel peeling peeled peels +peel-tower -> peel-tower peel-towers +peep -> peeps peep peeped peeping +peeper -> peeper peepers +peephole -> peephole peepholes +peep-hole -> peep-hole peep-holes +peepshow -> peepshow peepshows +peerage -> peerage peerages +peer -> peering peered peer peers +peeress -> peeresses peeress +peesy -> peesy peesies +peeter -> peeter peeters +peet -> peet peets +peever -> peever peevers +peewit -> peewit peewits peewitted +peformance -> peformances peformance +peform -> peforming peformed +peg -> pegs peg pegging pegged +peggotty -> peggotty peggottys +peghead -> pegheads peghead +pegmatite -> pegmatite pegmatites +peinture -> peinture peintures +pejorative -> pejorative pejoratives +pekinese -> pekinese pekineses +pekingese -> pekingese pekingeses +pelargonium -> pelargoniums pelargonium +pelham -> pelham pelhams +pelican -> pelican pelicans +pelite -> pelites pelite +pelle -> pelle pelles +pellete -> pelleted pelleting +pellet -> pellet pellets +pelling -> pelling pellings +pell -> pell pells +pelmet -> pelmet pelmets +peloponnesian -> peloponnesian peloponnesians +peloton -> peloton pelotons +pelta-urn -> pelta-urns pelta-urn +pelt -> pelted pelts pelt pelting +pelvis -> pelvis pelvises pelves +pelycosaur -> pelycosaurs pelycosaur +pember -> pember pembers +penalise -> penalised penalising penalise penalises +penality -> penalities penality +penalize -> penalizes penalized penalize penalizing +penalty -> penalty penalties +penance -> penance penances +penan -> penan penans +pena -> pena penas +pence -> pence pences +penchant -> penchant penchants +pencil-case -> pencil-cases pencil-case +pencil -> pencil pencils pencilled pencilling +pendant -> pendant pendants +pendentive -> pendentives pendentive +pend -> pend pends +pendulum -> pendulum pendulums +pene -> pene penes +penetrate -> penetrated penetrate penetrating penetrates +penetration -> penetration penetrations +penetrometer -> penetrometers penetrometer +penfriend -> penfriends penfriend +pen-friend -> pen-friend pen-friends +penguin -> penguin penguins +penholder -> penholder penholders +penicillin -> penicillin penicillins +peninsula -> peninsula peninsulas +penise -> penises penised +penitential -> penitentials penitential +penitent -> penitent penitents +penlight -> penlight penlights +pen-light -> pen-light pen-lights +pen-man -> pen-men pen-man +pennant -> pennant pennants +pennon -> pennons pennon +penn'orth -> penn'orth penn'orths +penny -> pennies penny +penny-farthing -> penny-farthings penny-farthing +pennyfarthing -> pennyfarthing pennyfarthings +pennyworth -> pennyworths pennyworth +penologist -> penologist penologists +pen-pal -> pen-pals pen-pal +penpal -> penpal penpals +pen-portrait -> pen-portraits pen-portrait +pen-pusher -> pen-pusher pen-pushers +penrose -> penrose penroses +pen -> pen pens penned penning +pension -> pensions pension pensioned pensioning +pensioner -> pensioner pensioners +pensione -> pensione pensiones +penstemon -> penstemon penstemons +penstock -> penstock penstocks +penta -> pentas penta +pentacle -> pentacle pentacles +pentad -> pentad pentads +pentagon -> pentagon pentagons +pentagram -> pentagram pentagrams +pentamer -> pentamer pentamers +pentameter -> pentameter pentameters +pentangle -> pentangle pentangles +pentate -> pentate pentates +pentathlete -> pentathlete pentathletes +pentatonic -> pentatonic pentatonics +pentecostal -> pentecostal pentecostals +penthouse -> penthouse penthouses +pentice -> pentice pentices +pentland -> pentland pentlands +pentstemon -> pentstemon pentstemons +penumbra -> penumbra penumbras +pen-up -> pen-ups pen-up +peony -> peony peonies +peon -> peon peons +people -> people peoples peopled peopling +peppercorn -> peppercorns peppercorn +peppermint -> peppermint peppermints pepperminted +pepper -> pepper peppers peppered peppering +pep-pill -> pep-pill pep-pills +pep -> pep peps pepped pepping +pepsi-cola -> pepsi-cola pepsi-colas +pepsinogen -> pepsinogen pepsinogens +pep-talk -> pep-talk pep-talks +peptide -> peptide peptides +perambulate -> perambulated perambulate perambulating +perambulation -> perambulations perambulation +perambulator -> perambulators perambulator +perborate -> perborate perborates +perceive -> perceive perceived perceives perceiving +perceiver -> perceiver perceivers +percentage -> percentage percentages percentaged +percentile -> percentile percentiles +percent -> percent percents +perception -> perceptions perception +perceptor -> perceptor perceptors +perceptron -> perceptrons perceptron +percept -> percept percepts +perchance -> perchance perchanced +perchery -> perchery percheries +perch -> perched perching perch perches +percipient -> percipient percipients +percolate -> percolate percolated percolates percolating +percolator -> percolators percolator +percussionist -> percussionists percussionist +percussion -> percussion percussions +peregrination -> peregrinations peregrination +peregrine -> peregrine peregrines +pereire -> pereire pereires +perennial -> perennial perennials +perfect -> perfect perfected perfecting perfects +perfectionist -> perfectionists perfectionist +perfection -> perfection perfections +perfector -> perfectors perfector +perfecto -> perfecto perfectos +perforate -> perforates perforating perforate +perforation -> perforation perforations +performance -> performance performances +performative -> performative performatives +perform -> perform performed performs performing +performer -> performers performer +perfume -> perfumes perfume perfumed perfuming +perfumer -> perfumers perfumer +perfumery -> perfumery perfumeries +perfusate -> perfusates perfusate +perfuse -> perfusing perfused perfuse +perfusion -> perfusion perfusions +pergola -> pergola pergolas +peridotite -> peridotite peridotites +peridot -> peridot peridots +peril -> perils peril +perimeter -> perimeter perimeters +perineum -> perineum perineums +period -> periods period perioding +periodical -> periodical periodicals +periodicity -> periodicity periodicities +periodization -> periodization periodizations +periodize -> periodizing periodized +periodogram -> periodogram periodograms +peripatetic -> peripatetic peripatetics +peripheral -> peripheral peripherals +periphery -> periphery peripheries +periscope -> periscope periscoped periscopes +perishable -> perishable perishables +perish -> perish perished perishing perishes +perisher -> perishers perisher +peristyle -> peristyles peristyle +periwinkle -> periwinkle periwinkles +perjure -> perjure perjured +perjurer -> perjurer perjurers +perjury -> perjury perjuries +perk -> perks perked perk perking +perky -> perky perkier +perm -> perms perm permed perming +permanent -> permanent permanents +permeability -> permeability permeabilities +permeate -> permeates permeate permeated permeating +permission -> permission permissions +permissive -> permissive permissives +permit -> permitted permits permit permitting +permutate -> permutating permutated +permutation -> permutations permutation +permute -> permuted permute permuting permutes +peronista -> peronista peronistas +peronist -> peronist peronists +peroration -> peroration perorations +peroxide -> peroxided peroxide peroxides peroxiding +perpetrate -> perpetrate perpetrated perpetrating perpetrates +perpetrator -> perpetrator perpetrators +perpetual -> perpetual perpetuals +perpetuate -> perpetuate perpetuates perpetuated perpetuating +perpetuation -> perpetuation perpetuations +perpetuity -> perpetuity perpetuities +perplex -> perplexed perplex perplexing perplexes +perplexity -> perplexities perplexity +perquisite -> perquisite perquisites +perry -> perry perries perried +per -> per perring pers +persaud -> persauded persaud +persecute -> persecuting persecuted persecute persecutes +persecution -> persecution persecutions +persecutor -> persecutor persecutors +persevere -> perseveres persevere persevered +persian -> persian persians +persist -> persist persisted persists persisting +person- -> person-s person- +personage -> personages personage +personalisation -> personalisation personalisations +personalise -> personalises personalising personalise +personality -> personalities personality +personalize -> personalizes personalize personalizing +persona -> persona personas +personation -> personation personations +person-hour -> person-hours person-hour +personification -> personification personifications +personify -> personified personify personifying personifies +personnel -> personnel personnels +person -> person persons +person-year -> person-years person-year +perspective -> perspective perspectives +perspire -> perspire perspiring perspired +persuade -> persuade persuaded persuades persuading +persuader -> persuaders persuader +persuasion -> persuasion persuasions +persulphate -> persulphates persulphate +pertain -> pertaining pertains pertained pertain +perturbation -> perturbation perturbations +perturb -> perturbed perturbing perturb perturbs +perugian -> perugian perugians +peruke -> perukes peruke +perusal -> perusal perusals +peruse -> perused perusing peruses peruse +peruvian -> peruvian peruvians +pervade -> pervades pervading pervade pervaded +perverse -> perverse perversest +perversion -> perversions perversion +perversity -> perversity perversities +pervert -> pervert perverted perverts perverting +pe -> pe pes +peseta -> pesetas peseta +pesky -> peskiest pesky +peso -> peso pesos +pessary -> pessary pessaries +pessimist -> pessimists pessimist +pester -> pestering pester pestered +pesticide -> pesticides pesticide +pestilence -> pestilence pestilences +pestle -> pestle pestles +pest -> pest pests +petal -> petals petal petalling petalled +petard -> petard petarding petards +peter -> peter petered peters petering +petfood -> petfoods petfood +petiole -> petioles petiole +petite -> petite petites +petition-drawer -> petition-drawers petition-drawer +petitioner -> petitioners petitioner +petition -> petition petitions petitioned petitioning +petit -> petit petits +pet-owner -> pet-owners pet-owner +petrarch -> petrarch petrarchs +petra -> petra petras +petrel -> petrels petrel +petrify -> petrifying petrify petrifies +petrochemical -> petrochemical petrochemicals +petro-chemical -> petro-chemical petro-chemicals +petrodollar -> petrodollar petrodollars +petro-dollar -> petro-dollar petro-dollars +petrofabric -> petrofabric petrofabrics +petroglyph -> petroglyphs petroglyph +petrographer -> petrographer petrographers +petrologist -> petrologists petrologist +petrol -> petrol petrols +petrol-station -> petrol-station petrol-stations +pet -> pet pets petted petting +petshop -> petshops petshop +pett -> petts pett +petticoat -> petticoat petticoats +petty -> petty pettier pettys pettiest +pettigrew -> pettigrew pettigrews +petulance -> petulance petulances +petunia -> petunias petunia +peugeot -> peugeot peugeots +peuple -> peuple peuples +pew -> pew pews +pewter -> pewter pewtered +pewterer -> pewterer pewterers +pfennig -> pfennigs pfennig +pgce -> pgce pgces +phaeton -> phaeton phaetons +phage -> phages phage +phagemid -> phagemid phagemids +phalange -> phalange phalanges +phalangist -> phalangist phalangists +phalanx -> phalanxes phalanx +phalarope -> phalarope phalaropes +phanerogam -> phanerogam phanerogams +phantasy -> phantasy phantasies phantasied +phantasmagoria -> phantasmagoria phantasmagorias +phantasmagorical -> phantasmagorical phantasmagoricals +phantasm -> phantasm phantasms +phantom -> phantom phantoms +pharaoh -> pharaoh pharaohs +pharisee -> pharisees pharisee +pharmaceutical -> pharmaceutical pharmaceuticals +pharmacist -> pharmacist pharmacists +pharmacokinetic -> pharmacokinetic pharmacokinetics +pharmacologist -> pharmacologist pharmacologists +pharmacy -> pharmacies pharmacy +pharo -> pharos pharo +pharyngeal -> pharyngeal pharyngeals +phaser -> phasers phaser +phase -> phase phases phased phasing +phasmid -> phasmids phasmid +phasor -> phasor phasors +phd -> phd phds +pheasantry -> pheasantry pheasantries +pheasant -> pheasant pheasants +phenocryst -> phenocrysts phenocryst +phenol -> phenols phenol +phenolic -> phenolics phenolic +phenomenalist -> phenomenalist phenomenalists +phenomenologist -> phenomenologists phenomenologist +phenomenon -> phenomena phenomenon +phenothiazine -> phenothiazines phenothiazine +phenotype -> phenotype phenotypes +pheromone -> pheromones pheromone +phial -> phials phial +philadelphian -> philadelphian philadelphians +philander -> philandering philander +philanthropy -> philanthropy philanthropies +philanthropist -> philanthropists philanthropist +philatelist -> philatelist philatelists +philhellene -> philhellene philhellenes +philippian -> philippians philippian +philippic -> philippic philippics +philippino -> philippinos philippino +philipp -> philipp philipps +philistine -> philistine philistines +philodendron -> philodendrons philodendron +philologist -> philologists philologist +philonym -> philonyms philonym +philo -> philo philos +philosophe -> philosophes philosophe +philosopher -> philosophers philosopher +philosopher-king -> philosopher-kings philosopher-king +philosopher-scientist -> philosopher-scientists philosopher-scientist +philosophy -> philosophy philosophies +philosophise -> philosophise philosophised philosophising philosophises +philosophize -> philosophize philosophizing philosophizes +philtre -> philtres philtre +phlogopite -> phlogopite phlogopites +phlox -> phlox phloxes +phnaarg -> phnaargs phnaarg +pho -> phos pho +phobia -> phobia phobias +phobic -> phobic phobics +phocaean -> phocaean phocaeans +phocid -> phocid phocids +phoenician -> phoenician phoenicians +phoenix -> phoenix phoenixes +phokian -> phokian phokians +phonebook -> phonebook phonebooks +phone-booth -> phone-booths phone-booth +phone-box -> phone-box phone-boxes +phonecall -> phonecalls phonecall +phone-call -> phone-call phone-calls +phonecard -> phonecards phonecard +phone-in -> phone-in phone-ins +phoneme -> phoneme phonemes +'phone -> 'phone 'phones +phone-tap -> phone-taps phone-tap +phonetician -> phonetician phoneticians +phoney -> phoney phoneys +phonic -> phonic phonics +phony -> phony phoniest phonies +phone -> phone phoning phoned phones +phonogram -> phonogram phonograms +phonograph -> phonograph phonographs +phonolite -> phonolites phonolite +phonology -> phonology phonologies +phormium -> phormiums phormium +phosphatase -> phosphatase phosphatases +phosphate -> phosphate phosphates phosphating +phosphatidylcholine -> phosphatidylcholine phosphatidylcholines +phosphine -> phosphine phosphines +phosphodiesterase -> phosphodiesterase phosphodiesterases +phosphoinositide -> phosphoinositide phosphoinositides +phospholipase -> phospholipase phospholipases +phospholipid -> phospholipids phospholipid +phosphoprotein -> phosphoproteins phosphoprotein +phosphor -> phosphor phosphors +phosphorylate -> phosphorylated phosphorylate phosphorylates phosphorylating +photo -> photos photo +photo-album -> photo-albums photo-album +photo-booth -> photo-booths photo-booth +photobooth -> photobooth photobooths +photocall -> photocall photocalls +photo-call -> photo-call photo-calls +photo-cd -> photo-cds photo-cd +photocell -> photocells photocell +photo-cell -> photo-cell photo-cells +photochemical -> photochemical photochemicals +photocomposition -> photocomposition photocompositioned +photocopier -> photocopier photocopiers +photocopy -> photocopying photocopies photocopied photocopy +photo-copy -> photo-copy photo-copies photo-copied photo-copying +photodiode -> photodiodes photodiode +photofinish -> photofinish photofinishes +photo-finish -> photo-finish photo-finishes +photofit -> photofit photofits +photograph -> photographs photograph photographed photographing +photographer -> photographers photographer +photojournalist -> photojournalist photojournalists +photometer -> photometer photometers +photomicrograph -> photomicrograph photomicrographs +photomicroscope -> photomicroscope photomicroscopes +photomontage -> photomontage photomontages +photo-montage -> photo-montage photo-montages +photon -> photons photon +photonic -> photonic photonics +photo-opportunity -> photo-opportunities photo-opportunity +photo-op -> photo-op photo-ops +photo-painting -> photo-painting photo-paintings +photo-pass -> photo-passes photo-pass +photoplay -> photoplay photoplays +photoprotein -> photoproteins photoprotein +photoreceptor -> photoreceptors photoreceptor +photoresist -> photoresists photoresist +photoset -> photosetting photoset +photosetter -> photosetter photosetters +photostat -> photostats photostat photostatting photostatted +photo-story -> photo-story photo-stories +photosynthesise -> photosynthesise photosynthesising +photosynthesize -> photosynthesize photosynthesized photosynthesizing +photovoltaic -> photovoltaic photovoltaics +photowork -> photoworks photowork +phrase-book -> phrase-book phrase-books +phrase -> phrase phrased phrases phrasing +phrase-structure -> phrase-structure phrase-structures +phrenologist -> phrenologists phrenologist +ph -> ph phs +phut-phut -> phut-phut phut-phutting +phut -> phut phutted +phylactery -> phylactery phylacteries +phylogeny -> phylogeny phylogenies +physicalist -> physicalist physicalists +physical -> physical physicals +physician -> physician physicians +physicist -> physicists physicist +physiocrat -> physiocrats physiocrat +physiognomy -> physiognomy physiognomies +physiologist -> physiologists physiologist +physio -> physio physios +physiotherapist -> physiotherapist physiotherapists +physique -> physique physiques +physitian -> physitian physitians +phytooestrogen -> phytooestrogen phytooestrogens +pianissimo -> pianissimo pianissimos +pianist -> pianist pianists +pianoforte -> pianofortes pianoforte +piano -> piano pianos +piast -> piasts piast +piastre -> piastres piastre +piazza -> piazza piazzas +pibroch -> pibroch pibrochs +pib -> pib pibs +pica -> pica picas +piccaninny -> piccaninnies piccaninny +piccolo -> piccolo piccolos +piccy -> piccys piccy piccies +pich -> pich piched +picker -> pickers picker +picket -> pickets picket picketted +pickete -> picketed picketing +pickin -> pickins pickin +pickle -> pickle pickles pickled pickling +picklock -> picklocks picklock +pick-lock -> pick-lock pick-locks +pickpocket -> pickpockets pickpocket +pickpockete -> pickpocketing pickpocketed +pick-pocket -> pick-pocket pick-pockets +pick -> pick picks picking picked +pickup -> pickup pickups +pick-up -> pick-up pick-ups +picnic -> picnicking picnic picnics +picnicker -> picnickers picnicker +pico -> pico picos +picosecond -> picoseconds picosecond +picquet -> picquets picquet picquetting +pic -> pic pics +pict -> picts pict +picter -> picters picter +pictogram -> pictograms pictogram +pictorial -> pictorial pictorials +picture-book -> picture-book picture-books +picture -> picture pictured pictures picturing +picture-frame -> picture-frame picture-frames +picture-gallery -> picture-galleries picture-gallery +picture-house -> picture-house picture-houses +picture-postcard -> picture-postcard picture-postcards +picture-strip -> picture-strips picture-strip +piddle -> piddling piddle piddles piddled +pidgeon -> pidgeon pidgeons +pidgin -> pidgin pidgins +piebald -> piebalds piebald +piece-part -> piece-parts piece-part +piece-rate -> piece-rate piece-rates +piecer -> piecer piecers +piece -> piece pieces piecing pieced +pie-chart -> pie-charts pie-chart +pied -> pied pieds +pier -> piers pier +pierce -> piercing pierce pierced pierces +piercement -> piercement piercements +pierhead -> pierheads pierhead +pier-head -> pier-heads pier-head +pie -> pie pies +pie-seller -> pie-seller pie-sellers +pieta -> pietas pieta +piety -> pieties piety +piffle -> piffle piffling +pigeon -> pigeons pigeon +pigeonhole -> pigeonholed pigeonholes pigeonhole pigeonholing +pigeon-hole -> pigeon-hole pigeon-holes pigeon-holed +piggery -> piggery piggeries +piggy -> piggy piggies +piggyback -> piggyback piggybacked piggybacking piggybacks +piggy-bank -> piggy-banks piggy-bank +pightle -> pightle pightles +piglet -> piglet piglets +pigling -> pigling piglings +pigment -> pigments pigment pigmenting +pigmy -> pigmies pigmy +pig-out -> pig-out pig-outs +pig-pen -> pig-pens pig-pen +pig -> pig pigs pigging pigged +pigsty -> pigsty pigsties pigstys +pig-sty -> pig-sties pig-sty +pig-stye -> pig-stye pig-styes +pigtail -> pigtails pigtail +pig-tail -> pig-tails pig-tail +pij -> pij pijs +pika -> pika pikas +pike -> pikes pike piked piking +pikeman -> pikemen pikeman +pikestaff -> pikestaffs pikestaff +pilaf -> pilaf pilafs +pilaster -> pilaster pilasters pilastered +pilau -> pilaus pilau +pilchard -> pilchards pilchard +pilcher -> pilcher pilchers +pile-driver -> pile-driver pile-drivers +pile-up -> pile-up pile-ups +pilfer -> pilfered pilfer pilfering +pilferer -> pilferer pilferers +pilgrimage -> pilgrimage pilgrimages +pilgrim -> pilgrim pilgrims +pile -> piled piling pile piles +pill -> pills pill pilling pilled +pillage -> pillage pillaged pillaging pillages +pillager -> pillagers pillager +pillar -> pillars pillar +pillar-box -> pillar-box pillar-boxes +pillbox -> pillboxes pillbox +pill-box -> pill-boxes pill-box +pillock -> pillock pillocks +pillory -> pilloried pillory pillories +pillow -> pillows pillow pillowed pillowing +pillowcase -> pillowcases pillowcase +pillow-case -> pillow-case pillow-cases +pillow-fight -> pillow-fight pillow-fights +pillowslip -> pillowslips pillowslip +pilmay -> pilmay pilmays +pilote -> piloted pilote piloting +pilot -> pilot pilots pilotted +pil -> pil pils +pimelodid -> pimelodid pimelodids +piman -> piman pimen +pimento -> pimentos pimento +pi-meson -> pi-meson pi-mesons +pimiento -> pimientos pimiento +pimp -> pimps pimp pimping +pimpernel -> pimpernel pimpernels +pimple -> pimples pimple +pimply -> pimply pimpliest +pin -> pinned pin pins pinning +pinafore -> pinafore pinafores +pinball -> pinball pinballs +pinboard -> pinboards pinboard +pincers -> pincers pincer +pinch -> pinch pinched pinching pinches +pincher -> pincher pinchers +pincurl -> pincurls pincurl +pin-curl -> pin-curl pin-curls +pincushion -> pincushions pincushion +pin-cushion -> pin-cushion pin-cushions +pinderfield -> pinderfields pinderfield +pind -> pind pinds +pine -> pines pine pining pined +pineapple -> pineapple pineapples +pine-cone -> pine-cone pine-cones +pine-needle -> pine-needle pine-needles +pine-tree -> pine-tree pine-trees +pinewood -> pinewood pinewoods +ping -> ping pinging pings +pin-head -> pin-head pin-heads +pinhole -> pinhole pinholes +pinion -> pinioned pinions pinion pinioning +pink-brown -> pink-browns pink-brown +pinken -> pinkened pinken +pink -> pink pinker pinks pinked pinkest +pinky -> pinky pinkies +pinnace -> pinnaces pinnace +pinnacle -> pinnacle pinnacles pinnacled +pinny -> pinnies pinny +pinout -> pinouts pinout +pin-point -> pin-points pin-pointed pin-point pin-pointing +pinpoint -> pinpointed pinpoints pinpoint pinpointing +pinprick -> pinpricks pinprick +pin-prick -> pin-prick pin-pricks +pinstripe -> pinstripe pinstripes pinstriped +pin-stripe -> pin-stripe pin-stripes +pintail -> pintail pintails +pinta -> pinta pintas +pinto -> pinto pintos +pint-pot -> pint-pot pint-pots +pint -> pint pints +pin-tuck -> pin-tuck pin-tucks +pinup -> pinups pinup +pin-up -> pin-up pin-ups +pinwheel -> pinwheels pinwheel +pioneer -> pioneer pioneered pioneers pioneering +pion -> pion pions +pipe-bomb -> pipe-bomb pipe-bombs +pipe-cleaner -> pipe-cleaner pipe-cleaners +pipe -> pipe piped pipes piping +pipedream -> pipedream pipedreams +pipe-dream -> pipe-dream pipe-dreams +pipefish -> pipefish pipefishes +pipefitter -> pipefitters pipefitter +pipeful -> pipeful pipefuls +pipe-line -> pipe-lines pipe-line +pipeline -> pipeline pipelines pipelining pipelined +piper -> pipers piper +pipe-smoker -> pipe-smoker pipe-smokers +pipet -> pipetting pipetted +pipette -> pipette pipettes +pipework -> pipework pipeworks +pipin -> pipins pipin +pipistrelle -> pipistrelle pipistrelles +pipit -> pipit pipits +pip -> pips pipping pipped pip +pippin -> pippin pippins +pip-pip -> pip-pips pip-pip +pipsqueak -> pipsqueaks pipsqueak +pique -> piqued pique piques +piracy -> piracy piracies +piranha -> piranha piranhas +pirate -> pirate pirates pirated pirating +pire -> pire pires +pirin -> pirin pirins +pirogue -> pirogues pirogue +pirouette -> pirouettes pirouette +pirouet -> pirouetting pirouetted +pi -> pi pis +pisan -> pisan pisans +piscean -> piscean pisceans +piscivore -> piscivore piscivores +pish -> pished pish +pisistratid -> pisistratid pisistratids +piss -> pisses piss pissed pissing +piss-artist -> piss-artist piss-artists +piss-head -> piss-heads piss-head +piss-up -> piss-up piss-ups +pistachio -> pistachio pistachios +piste -> pistes piste +pist -> pist pisted +pistil -> pistil pistils +pistol -> pistol pistols +piston-engine -> piston-engines piston-engine +piston -> piston pistons pistoned pistoning +pit-bull -> pit-bull pit-bulls +pitch-class -> pitch-classes pitch-class +pitch -> pitch pitched pitching pitches +pitcher -> pitcher pitchers +pitchfork -> pitchfork pitchforked pitchforks +pitchman -> pitchmen pitchman +pitfall -> pitfalls pitfall +pithead -> pitheads pithead +pit-head -> pit-head pit-heads +pither -> pithers pither +pithy -> pithy pithiest +pity -> pity pities pitied pitying +pitman -> pitman pitmen +piton -> piton pitons +pitot -> pitot pitots +pit-pony -> pit-pony pit-ponies +pit-prop -> pit-props pit-prop +pitstop -> pitstop pitstops +pit-stop -> pit-stop pit-stops +pittance -> pittance pittances +pittard -> pittard pittards +pitter -> pitter pitters +pit -> pit pitting pits pitted +pituitary -> pituitary pituitaries +pivote -> pivoted pivoting +pivot -> pivot pivots +piw -> piw piws +pixel -> pixel pixels +pixy -> pixies pixy +pizza -> pizza pizzas +pizzeria -> pizzeria pizzerias +placard -> placards placard placarded placarding +placate -> placate placated placating +placebo -> placebo placebos +place -> place placed places placing place's +place-holder -> place-holder place-holders +place-kick -> place-kicks place-kick +placemat -> placemats placemat +place-mat -> place-mat place-mats +placeman -> placeman placemen +placement -> placement placements +placename -> placenames placename +place-name -> place-names place-name +placental -> placental placentals +placenta -> placenta placentas +placer -> placer placers +placet -> placets placet +placket -> plackets placket +placoderm -> placoderms placoderm +plagiarise -> plagiarising plagiarise plagiarised +plagiarism -> plagiarism plagiarisms +plagiarist -> plagiarist plagiarists +plagiarize -> plagiarized plagiarizing plagiarize +plague -> plague plagues plagued plaguing +plaid -> plaid plaids +plaine -> plaine plaines +plain -> plain plains plainest plainer +plaintiff -> plaintiffs plaintiff +plaint -> plaint plaints +plaisir -> plaisir plaisirs +plaister -> plaisters plaistered plaister +plait -> plait plaited plaiting plaits +planarian -> planarians planarian +planation -> planation planations +planeload -> planeload planeloads +planemaker -> planemakers planemaker +plane -> plane planes planed planing planer +planetary -> planetary planetaries +planetarium -> planetarium planetariums +planetesimal -> planetesimals planetesimal +planetoid -> planetoid planetoids +plane-tree -> plane-trees plane-tree +planet -> planet planets +plank -> planks plank planked +planner -> planners planner +plan -> plan planning plans planned +plantagenet -> plantagenet plantagenets +plantain -> plantain plantains +plantation -> plantation plantations +plant -> planting planted plant plants +planter -> planter planters +plante -> plante plantes +plantfood -> plantfoods plantfood +planthouse -> planthouses planthouse +plantlet -> plantlets plantlet +plantsman -> plantsman plantsmen +plaque -> plaque plaques +plaquette -> plaquettes plaquette +plash -> plash plashed plashing +plasma -> plasma plasmas +plasmid -> plasmids plasmid +plasm -> plasm plasms +plasterboard -> plasterboard plasterboards +plasterer -> plasterers plasterer +plaster -> plaster plasters plastered plastering +plasticiser -> plasticisers plasticiser +plasticizer -> plasticizers plasticizer +plastic -> plastic plastics +plastid -> plastids plastid +plastique -> plastique plastiques +plastochron -> plastochron plastochrons +plastron -> plastron plastrons +plate -> plates plate plated plating +plateaue -> plateaued plateauing +plateau -> plateau plateaus +plateful -> plateful platefuls +platelayer -> platelayers platelayer +plate-layer -> plate-layer plate-layers +platelet -> platelets platelet +plate-mark -> plate-marks plate-mark +platen -> platen platens +plater -> plater platers +platform -> platform platforms platforming +plat-form -> plat-form plat-forms +platinum -> platinum platinums +platitude -> platitudes platitude +platonic -> platonic platonics +platonist -> platonists platonist +platoon -> platoon platoons +plat -> plat plats +platten -> plattens platten +platter -> platter platters +plaudit -> plaudits plaudit +plausibility -> plausibility plausibilities +play- -> play-ing play- play-ed +playact -> playacting playacted +play-back -> play-backs play-back +playback -> playback playbacks +playbill -> playbills playbill +playboat -> playboat playboats +playbook -> playbook playbooks +playboy -> playboy playboys +playday -> playday playdays +player -> player players +playe -> playe playes +playfair -> playfair playfairs +playfellow -> playfellow playfellows +playgoer -> playgoer playgoers +playground -> playground playgrounds +playgroup -> playgroups playgroup +play-group -> play-groups play-group +playhouse -> playhouse playhouses +play -> play playing plays played +playing-card -> playing-cards playing-card +playing-field -> playing-field playing-fields +playlet -> playlets playlet +playlist -> playlist playlisting playlisted playlists +playmaker -> playmaker playmakers +play-maker -> play-maker play-makers +playmate -> playmates playmate +playoff -> playoff playoffs +play-off -> play-off play-offs +playpark -> playparks playpark +playpen -> playpen playpens +play-pen -> play-pen play-pens +play-reading -> play-readings play-reading +playroom -> playroom playrooms +playscheme -> playschemes playscheme +play-school -> play-schools play-school +playschool -> playschool playschools +playscript -> playscripts playscript +play-script -> play-script play-scripts +playspace -> playspace playspaces +playsuit -> playsuit playsuits +play-text -> play-texts play-text +plaything -> plaything playthings +playtime -> playtime playtimes +play-type -> play-type play-types +playworker -> playworkers playworker +play-wright -> play-wrights play-wright +playwright -> playwright playwrights playwrighting +play-yard -> play-yards play-yard +plaza -> plaza plazas +plc -> plc plcs +pleader -> pleader pleaders +plead -> plead pleads pleaded pleading +plea -> plea pleas +pleasant -> pleasant pleasanter pleasantest +pleasantry -> pleasantry pleasantries +pleaser -> pleaser pleasers +please -> please pleases pleased pleasing +pleasure -> pleasure pleasures pleasuring pleasured +pleasure-seeker -> pleasure-seekers pleasure-seeker +pleat -> pleats pleated pleat pleating +pleb -> plebs pleb +plebeian -> plebeian plebeians +plebiscite -> plebiscite plebiscites +pleco -> plecos pleco +plec -> plec plecs +plectrum -> plectrum plectrums +pledge -> pledged pledge pledging pledges +pledgee -> pledgees pledgee +plee -> plees plee +plenary -> plenary plenaries +plenipotentiary -> plenipotentiary plenipotentiaries +ple -> ple ples pled +plesiosaur -> plesiosaurs plesiosaur +pleurote -> pleurote pleurotes +plight -> plight plighted plighting +plimsoll -> plimsoll plimsolls +plinth -> plinth plinths +pliny -> pliny plinys +plod -> plodding plodded plod plods +plodder -> plodder plodders +plonk -> plonking plonk plonked plonks +plonker -> plonkers plonker +plop -> plopping plops plop plopped +plornish -> plornish plornishes +plosive -> plosives plosive +plotline -> plotlines plotline +plot-line -> plot-lines plot-line +plot -> plot plots plotting plotted +plot-sequence -> plot-sequence plot-sequences +plotter -> plotter plotters +plough -> plough ploughed ploughs ploughing +plougher -> ploughers plougher +ploughland -> ploughland ploughlands +ploughman -> ploughman ploughmen +ploughshare -> ploughshares ploughshare +plough-team -> plough-team plough-teams +plover -> plovers plover +plow -> plow plowed plows plowing +ploy -> ploys ploy +pl -> pl pls +plucker -> plucker pluckers +plucky -> plucky pluckiest +pluck -> pluck plucks plucked plucking +plug-compatible -> plug-compatibles plug-compatible +plug -> plug plugged plugging plugs +plugger -> plugger pluggers +plughead -> plughead plugheads +plughole -> plughole plugholes +plug-in -> plug-in plug-ins +plum -> plums plum +plumage -> plumage plumages plumaged +plumb -> plumb plumbed plumbs +plumber -> plumber plumbers +plumbing -> plumbing plumbings +plume -> plumes plume plumed pluming +plumet -> plumet plumetted +plummer -> plummer plummers +plummete -> plummeted plummeting +plummet -> plummet plummetted plummets +plump -> plump plumping plumper plumped plumps plumpest +plumpy -> plumpies plumpy +plunder -> plunders plunder plundered plundering +plunderer -> plunderer plunderers +plunge -> plunged plunge plunging plunges +plunger -> plunger plungers +plunk -> plunks plunk plunked +pluralism -> pluralism pluralisms +pluralist -> pluralist pluralists +plurality -> plurality pluralities +pluralize -> pluralize pluralized pluralizing +plural -> plural plurals +plus -> plus pluses +plush -> plush plusher plushest +plus-point -> plus-points plus-point +pluss -> plusses plussing +plutocrat -> plutocrats plutocrat +pluton -> pluton plutons +ply -> plying ply plied plies plys plyed +plywood -> plywood plywoods +pm -> pm pms pmest +pna -> pna pnas +pneumatic -> pneumatic pneumatics +pneumocyte -> pneumocytes pneumocyte +pneumonia -> pneumonia pneumonias +po- -> po-s po- +poacher -> poachers poacher +poach -> poached poaching poach poaches +pochard -> pochard pochards +pochette -> pochette pochettes +pock -> pock pocked pocks +pocket -> pockets pocket +pocket-book -> pocket-book pocket-books +pocket-borough -> pocket-borough pocket-boroughs +pocketful -> pocketfuls pocketful +pockete -> pocketed pocketing +pockmark -> pockmarks pockmarked pockmark +pod -> pods pod podding +podger -> podgers podger podgered +podium -> podium podiums +podolian -> podolians podolian +podophile -> podophiles podophile +podsnap -> podsnap podsnaps +podsol -> podsols podsol +podzol -> podzols podzol +poem -> poems poem +poet -> poets poet +poetaster -> poetasters poetaster +poet-critic -> poet-critics poet-critic +poetess -> poetess poetesses +poetic -> poetic poetics +poetry -> poetry poetries +pogo -> pogoing pogo +pogonophoran -> pogonophorans pogonophoran +pogrom -> pogroms pogrom +pogue -> pogues pogue +poikilothermic -> poikilothermic poikilothermics +poin -> poins poin +poind -> poinding poinded +poinsettia -> poinsettia poinsettias +pointe -> pointes pointe +pointer -> pointers pointer +pointy -> pointy pointier +point-of-sale -> point-of-sale point-of-sales +point -> point points pointing pointed +point-to-pointer -> point-to-pointer point-to-pointers +point-to-point -> point-to-point point-to-points +poire -> poire poires +poise -> poised poise poising poises +poison -> poison poisoned poisoning poisons +poisoner -> poisoners poisoner +poisson -> poisson poissons +poitevin -> poitevin poitevins +poitrine -> poitrines poitrine +poke -> poking poke poked pokes +poker -> poker pokers +polarisation -> polarisation polarisations +polarise -> polarised polarise polarising polarises +polariser -> polarisers polariser +polarity -> polarities polarity +polarization -> polarization polarizations +polarize -> polarize polarized polarizes polarizing +polarizer -> polarizer polarizers +polaroid -> polaroid polaroids +polar -> polar polars +polden -> poldens polden +polder -> polders polder +polecat -> polecats polecat +polemicise -> polemicise polemicising polemicised +polemicist -> polemicists polemicist +polemicize -> polemicize polemicizing polemicized +polemic -> polemic polemics +polenier -> poleniers polenier +polepiece -> polepieces polepiece +pole -> pole poles poled poling +pole-vaulter -> pole-vaulter pole-vaulters +polgar -> polgar polgars +policeman -> policemen policeman +police-man -> police-man police-men +police-officer -> police-officer police-officers +police-station -> police-station police-stations +policewoman -> policewoman policewomen +policy -> policy policies +police -> police policing policed polices +policyholder -> policyholders policyholder +policy-holder -> policy-holders policy-holder +policymaker -> policymakers policymaker +policy-maker -> policy-makers policy-maker +polio -> polio polios +polish-american -> polish-american polish-americans +polish -> polish polished polishes polishing +polisher -> polisher polishers +politburo -> politburo politburos +polite -> polite politest politer +political -> political politicals +politican -> politicans politican +politician -> politicians politician +politicise -> politicised politicise politicising +politicization -> politicization politicizations +politicize -> politicize politicized politicizing politicizes +politick -> politicks politick +politico -> politico politicos +polity -> polity polities +politique -> politique politiques +polka-dot -> polka-dot polka-dots +polka -> polka polkas +poll -> polls poll polled polling +pollard -> pollard pollarded pollarding pollards +pollen -> pollen pollens +pollen-tube -> pollen-tube pollen-tubes +pollinate -> pollinate pollinated pollinates pollinating +pollinator -> pollinator pollinators +pollinologist -> pollinologists pollinologist +pollock -> pollock pollocks +pollster -> pollsters pollster +poll-tax -> poll-taxes poll-tax +pollutant -> pollutants pollutant +polluter -> polluters polluter +pollute -> polluted polluting pollute pollutes +pollution -> pollution pollutions +pollwinner -> pollwinners pollwinner +polonaise -> polonaise polonaises +polo-neck -> polo-necks polo-neck +polo -> polo polos +polo-shirt -> polo-shirts polo-shirt +pol -> pol pols +poltergeist -> poltergeist poltergeists +poltical -> poltical polticals +poltroon -> poltroon poltroons +polyacetylene -> polyacetylene polyacetylenes +polyacrylate -> polyacrylates polyacrylate +polyamide -> polyamide polyamides +polyarchy -> polyarchies polyarchy +polybutadiene -> polybutadiene polybutadienes +polycarbonate -> polycarbonate polycarbonates +polycation -> polycation polycations +polychaete -> polychaete polychaetes +polychotomy -> polychotomies polychotomy +polyester -> polyester polyesters +polyether -> polyether polyethers +polyethylene -> polyethylene polyethylenes +polyfilter -> polyfilter polyfilters +polygon -> polygons polygon +polygraph -> polygraph polygraphs +polyhedron -> polyhedron polyhedrons +polyisoprene -> polyisoprene polyisoprenes +polymath -> polymath polymaths +polymerase -> polymerase polymerases +polymerise -> polymerising polymerise polymerised polymerises +polymerization -> polymerization polymerizations +polymerize -> polymerizing polymerize polymerized polymerizes +polymer -> polymer polymers +polymorph -> polymorphs polymorph +polymorphism -> polymorphisms polymorphism +polymyxin -> polymyxin polymyxins +polynesian -> polynesians polynesian +polyneuropathy -> polyneuropathy polyneuropathies +polynomial -> polynomials polynomial +polynucleotide -> polynucleotide polynucleotides +polynya -> polynyas polynya +polypectomy -> polypectomy polypectomies +polypeptide -> polypeptide polypeptides +polyphosphate -> polyphosphate polyphosphates +polypodium -> polypodium polypodiums +polyp -> polyp polyps +polypterid -> polypterids polypterid +polyptych -> polyptych polyptychs +poly -> poly polys +polysaccharide -> polysaccharides polysaccharide +polysaturate -> polysaturates polysaturate +polysorbate -> polysorbate polysorbates +polystyrene -> polystyrene polystyrenes +polysyllable -> polysyllables polysyllable +polytechnicien -> polytechnicien polytechniciens +polytechnic -> polytechnic polytechnics +polytheism -> polytheism polytheisms +polytheist -> polytheists polytheist +polyurethane -> polyurethane polyurethanes +polyversity -> polyversities polyversity +pomade -> pomades pomade pomaded +pomak -> pomak pomaks +pomander -> pomanders pomander +pome -> pomes pome +pomegranate -> pomegranates pomegranate +pomelo -> pomelos pomelo +pomeranian -> pomeranian pomeranians +pomeshchik -> pomeshchiks pomeshchik +pomme -> pommes pomme +pommel -> pommel pommels pommelled +pommy -> pommy pommies +pompeian -> pompeians pompeian +pompeiian -> pompeiians pompeiian +pom-pom -> pom-poms pom-pom +pompom -> pompom pompoms +pompon -> pompon pompons +pomposity -> pomposity pomposities +pomp -> pomp pomps +pom -> pom poms +poncho -> poncho ponchos +ponce -> ponce poncing ponceing ponces +ponder -> pondered ponders ponder pondering +pondkeeper -> pondkeepers pondkeeper +pond -> pond ponds ponded ponding +pond-weed -> pond-weeds pond-weed +pondy -> pondies pondy +pongine -> pongine pongines +pong -> pong pongs +pony -> pony ponies +pontian -> pontian pontians +pontiff -> pontiff pontiffs +pontifical -> pontifical pontificals +pontificate -> pontificate pontificating pontificates pontificated +pontification -> pontifications pontification +pont -> pont ponting ponts +pontoon -> pontoon pontoons pontooning +ponytail -> ponytail ponytails +pony-tail -> pony-tail pony-tails +poo -> poos poo +pooch -> pooches pooch +poodle -> poodles poodle poodled +poof -> poof poofs +poofta -> pooftas poofta +poofter -> poofter poofters +pooh-pooh -> pooh-pooh pooh-poohs +pooh -> pooh poohs +pooka -> pookas pooka +pool -> pool pooled pools pooling +pooler -> pooler poolers +pool-liner -> pool-liner pool-liners +pool-owner -> pool-owner pool-owners +poolroom -> poolrooms poolroom +pool-room -> pool-room pool-rooms +poolside -> poolside poolsides +pooper -> pooper poopers +poop -> poop pooping pooped poops +poo-poo -> poo-poo poo-poos +poop-scoop -> poop-scoop poop-scoops +poor -> poor poorer poorest poors +poorhouse -> poorhouse poorhouses +pootle -> pootling pootled +pope-burning -> pope-burning pope-burnings +pope -> pope popes +pop-eye -> pop-eye pop-eyes +popgun -> popgun popguns +popinjay -> popinjays popinjay +pop-in -> pop-in pop-ins +poplar -> poplars poplar +popova -> popova popovas +poppadam -> poppadam poppadams +poppadom -> poppadom poppadoms +popper -> popper poppers +poppet -> poppets poppet +poppy -> poppy poppies poppiest +pop -> pop popping popped pops +poppy-seed -> poppy-seeds poppy-seed +popsicle -> popsicles popsicle +popstar -> popstars popstar +pop-star -> pop-star pop-stars +popster -> popsters popster +populaire -> populaire populaires +popularisation -> popularisation popularisations +popularise -> popularising popularised popularise +populariser -> popularisers populariser +popularization -> popularizations popularization +popularizer -> popularizers popularizer +popularize -> popularized popularizing popularize popularizes +popular -> popular populars +populate -> populate populated populating populates +population -> population populations +populism -> populism populisms +populist -> populist populists +populo -> populos populo +pop-up -> pop-up pop-ups +p-orbital -> p-orbital p-orbitals +porblem -> porblem porblems +porcelain -> porcelain porcelains +porch -> porch porches +porcupine -> porcupine porcupines porcupined +pore-canal -> pore-canals pore-canal +pore -> pores poring pored pore +porker -> porkers porker +pork -> pork porking +porky -> porkies porky +pornographer -> pornographer pornographers +porosity -> porosity porosities +porphyrin -> porphyrins porphyrin +porphyrio -> porphyrios porphyrio +porphyry -> porphyries porphyry +porpoise -> porpoises porpoise porpoising porpoised +porringer -> porringer porringers +porsch -> porsches porsch +portable -> portable portables +portacabin -> portacabin portacabins +porta-cabin -> porta-cabin porta-cabins +portage -> portage portages portaged +portakabin -> portakabin portakabins +portal -> portals portal +portaloo -> portaloo portaloos +portamento -> portamento portamentos +porta -> porta portas +portend -> portend portended portends portending +portent -> portents portent +porter -> porter porters +porte -> porte portes +portfire -> portfires portfire +portfolio -> portfolio portfolios +porthole -> portholes porthole +porticoe -> porticoes porticoed +portico -> portico porticos +portion -> portion portions portioned portioning +portmanteau -> portmanteau portmanteaus +portraitist -> portraitist portraitists +portrait -> portrait portraits +portrayal -> portrayal portrayals +portray -> portrayed portrays portray portraying +port -> port ports porting ported +po -> po pos poing +pose -> posed pose poses posing +poser -> posers poser +posess -> posessing posess posessed +poseur -> poseur poseurs +posh -> posh posher poshest poshed +posy -> posy posies +positionality -> positionalities positionality +position -> position positions positioned positioning +positive -> positive positives +positivist -> positivist positivists +positon -> positon positons +positron -> positron positrons +posit -> posited posits posit positing +poss -> posses poss possest possed +possess -> possess possessing possessed possesses +possession -> possessions possession +possessive -> possessive possessives +possessor -> possessor possessors +posset -> posset possets +possibility -> possibilities possibility +possibilty -> possibilty possibilties +possible -> possible possibles +possible-world -> possible-worlds possible-world +possiblity -> possiblity possiblities +possum -> possum possums +post-acquisition -> post-acquisition post-acquisitions +postage -> postage postages +postal -> postal postals +post-audit -> post-audit post-audits +postbox -> postbox postboxes +post-boy -> post-boy post-boys +postcard -> postcards postcard +post-chaise -> post-chaise post-chaises +postcode -> postcode postcodes postcoded postcoding +post-date -> post-dates post-date +postdate -> postdate postdates postdated +postdoctoral -> postdoctoral postdoctorals +poster -> posters poster +posterior -> posterior posteriors +postern -> postern posterns +poster-opportunity -> poster-opportunity poster-opportunities +post-feminist -> post-feminist post-feminists +post-freudian -> post-freudian post-freudians +postgraduate -> postgraduate postgraduates +post-graduate -> post-graduate post-graduates +postholder -> postholder postholders +post-holder -> post-holder post-holders +post-hole -> post-holes post-hole +posthole -> posthole postholes +posty -> posty posties +postillion -> postillions postillion +post-impressionist -> post-impressionist post-impressionists +post -> post posting posts posted +post-interview -> post-interview post-interviews +postion -> postions postion +postlethwaite -> postlethwaite postlethwaites +postmark -> postmarks postmark postmarked +post-marxist -> post-marxist post-marxists +postmaster -> postmaster postmasters +postman -> postman postmen +post-mill -> post-mill post-mills +postmistress -> postmistress postmistresses +postmodernist -> postmodernist postmodernists +post-modifier -> post-modifiers post-modifier +postmortem -> postmortems postmortem +post-mortem -> post-mortems post-mortem +postmultiplication -> postmultiplication postmultiplications +postmultiply -> postmultiply postmultiplying postmultiplied postmultiplier +postnominal -> postnominal postnominals +post-office -> post-office post-offices +postpone -> postponed postpone postpones +postponement -> postponement postponements +post-processor -> post-processor post-processors +postscript -> postscript postscripts +post-structuralism -> post-structuralism post-structuralisms +poststructuralist -> poststructuralist poststructuralists +post-structuralist -> post-structuralist post-structuralists +post-test -> post-test post-tests +postulant -> postulant postulants +postulate -> postulate postulated postulates postulating +posture -> postures posture posturing postured +post-velvet -> post-velvets post-velvet +postverbal -> postverbal postverbals +potager -> potagers potager +potamogeton -> potamogeton potamogetons +potation -> potations potation +potato -> potato potatoes potatos +potbelly -> potbelly potbellied +pot-belly -> pot-belly pot-bellies +potboiler -> potboilers potboiler +pot-boiler -> pot-boiler pot-boilers +pote -> potes pote +potency -> potency potencies +potentate -> potentate potentates +potentiality -> potentiality potentialities +potential -> potential potentials +potentiate -> potentiated potentiate potentiates potentiating +potentilla -> potentilla potentillas +potentiometer -> potentiometer potentiometers +potful -> potful potfuls +potholder -> potholder potholders +pothole -> potholes pothole potholing potholed +pot-hole -> pot-holes pot-hole +potholer -> potholers potholer +pot-house -> pot-houses pot-house +potion -> potions potion +pot-lid -> pot-lids pot-lid +pot-plant -> pot-plants pot-plant +potpourri -> potpourri potpourris +pot-shape -> pot-shapes pot-shape +pot-shot -> pot-shots pot-shot +pottage -> pottage pottages +potterer -> potterers potterer +potter -> potter pottering potters pottered +pottery -> potteries pottery +potty -> potty potties +pot -> pot potting pots potted +pouch -> pouches pouch pouched pouching +pouch-seat -> pouch-seat pouch-seats +pouf -> pouf poufs +poulain -> poulains poulain +poulet -> poulet poulets +poulterer -> poulterers poulterer +poultice -> poultice poulticed poultices +poult -> poult poults +pounce -> pounce pounced pouncing pounces +pouncer -> pouncer pouncers +pound -> pounds pound pounded pounding +poundage -> poundage poundages +pounder -> pounders pounder +poundian -> poundian poundians +pour -> pour poured pouring pours +pourer -> pourer pourers +pousada -> pousadas pousada +poussin -> poussin poussins +pout -> pouted pout pouting pouts +pow -> pows pow +powder-keg -> powder-keg powder-kegs +powderpuff -> powderpuff powderpuffs +powder -> powder powders powdering powdered +powellite -> powellites powellite +power-base -> power-base power-bases +powerboater -> powerboater powerboaters +powerboat -> powerboat powerboats powerboating +powerbook -> powerbook powerbooks +powerbroker -> powerbroker powerbrokers +power-broker -> power-broker power-brokers +powerchord -> powerchords powerchord +power-cut -> power-cut power-cuts +powerfilter -> powerfilter powerfilters +power-game -> power-games power-game +powerglyde -> powerglyde powerglydes +powerhead -> powerhead powerheads +power-holder -> power-holders power-holder +powerhouse -> powerhouse powerhouses +power-house -> power-house power-houses +powerline -> powerline powerlines +power-line -> power-line power-lines +power-loom -> power-looms power-loom +powermaster -> powermasters powermaster +power-pack -> power-packs power-pack +powerpack -> powerpack powerpacks +powerplant -> powerplants powerplant +power-play -> power-play power-plays +power -> power powers powered powering +powerscreen -> powerscreen powerscreens +power-seeker -> power-seekers power-seeker +powerstation -> powerstation powerstations +power-station -> power-station power-stations +power-structure -> power-structure power-structures +power-struggle -> power-struggle power-struggles +powersystem -> powersystems powersystem +power-tool -> power-tools power-tool +power-up -> power-ups power-up +pox -> pox poxed +poynt -> poynting poynt +p -> p pp ps +practicality -> practicality practicalities +practical -> practical practicals +practice -> practice practices practicing practiced +practioner -> practioners practioner +practise -> practised practises practise practising +practitioner-researcher -> practitioner-researchers practitioner-researcher +practitioner -> practitioner practitioners +praesidium -> praesidium praesidiums +praetorian -> praetorian praetorians +praetor -> praetor praetors +prager -> prager pragers +pragmaticist -> pragmaticist pragmaticists +pragmatist -> pragmatists pragmatist +praier -> praiers praier +praise -> praise praised praising praises +praline -> pralines praline +pram -> prams pram +prance -> pranced prancing prance prances +prang -> prangs prang +prank -> pranking pranks prank +prankster -> prankster pranksters +pranny -> prannies pranny +pratfall -> pratfall pratfalls +pratincole -> pratincoles pratincole +prate -> prate prating prater prates prated +prat -> prat prats pratted +prattle -> prattling prattle prattled +pratt -> pratt pratts +prawn -> prawn prawns +pray -> praying pray prayed prays +prayer -> prayers prayer +prayerbook -> prayerbook prayerbooks +prayer-book -> prayer-book prayer-books +prayer-stool -> prayer-stool prayer-stools +pray'r -> pray'rs pray'r +preach -> preach preached preaching preaches +preacher -> preacher preachers +pre-adaptation -> pre-adaptations pre-adaptation +preadaptation -> preadaptation preadaptations +pre-admission -> pre-admission pre-admissions +preadolescent -> preadolescent preadolescents +preamble -> preamble preambles +preamplifier -> preamplifier preamplifiers +preamp -> preamp preamps +pre-announcement -> pre-announcement pre-announcements +pre-arthropod -> pre-arthropods pre-arthropod +prebendary -> prebendary prebendaries +prebend -> prebend prebends +prebook -> prebooked prebook +precaution -> precautions precaution +precedence -> precedence precedences +precedent -> precedents precedent precedented +precede -> preceded precedes precede preceding +preceed -> preceeding preceed preceeded preceeds +preceive -> preceived preceive +precept -> precepts precept precepting precepted +preceptor -> preceptors preceptor +precess -> precess precesses +pre-christian -> pre-christian pre-christians +precinct -> precinct precincts precincted +precious-metal -> precious-metals precious-metal +precipice -> precipice precipices +precipitant -> precipitant precipitants +precipitate -> precipitating precipitated precipitates precipitate +precipitation -> precipitation precipitations +precision -> precision precisions precisioning +preclear -> precleared preclearing +preclude -> precludes precluding precluded preclude +precognition -> precognition precognitions +precompiler -> precompilers precompiler +precompile -> precompile precompiling +preconception -> preconception preconceptions +precondition -> preconditions precondition preconditioned +pre-condition -> pre-conditions pre-condition +pre-conference -> pre-conference pre-conferences +precoverage -> precoverages precoverage +precursor -> precursor precursors +predate -> predates predate predating predated +pre-date -> pre-dated pre-date pre-dates pre-dating +predation -> predation predations +predator -> predators predator +predecease -> predeceases predeceased predeceasing predecease +predecessor -> predecessors predecessor +predestinarian -> predestinarian predestinarians +pre-determine -> pre-determines pre-determine +predetermine -> predetermine predetermines predetermining +predicable -> predicables predicable +predicament -> predicament predicaments +predicate -> predicated predicate predicates predicating +predication -> predications predication +predicative -> predicative predicatives +predicator -> predicator predicators +predict -> predict predicting predicted predicts +prediction -> predictions prediction +predic-tion -> predic-tions predic-tion +predictor -> predictors predictor +predilection -> predilections predilection +pre-dispose -> pre-disposes pre-disposed +predispose -> predisposed predisposes predispose predisposing +predisposition -> predisposition predispositions +predominate -> predominates predominated predominating predominate +pre-echinoderm -> pre-echinoderm pre-echinoderms +preempt -> preempt preempted preempting preempts +pre-emption -> pre-emption pre-emptions +pre-empt -> pre-empt pre-empts +preen -> preening preen preened preens +pre-estimate -> pre-estimate pre-estimated +preexist -> preexisting preexisted +pref -> prefs pref +pre-fab -> pre-fabs pre-fab +prefab -> prefab prefabs +preface -> preface prefaced prefaces prefacing +prefect -> prefect prefects +prefecture -> prefecture prefectures +preference -> preference preferences +preferment -> preferment preferments +prefern -> preferns prefern +preferr -> preferrred preferr +prefer -> prefer preferred prefers preferring prefered prefering +prefiguration -> prefiguration prefigurations +prefigure -> prefigures prefigured prefiguring prefigure +pre-filter -> pre-filters pre-filter +prefix -> prefix prefixed prefixes prefixing +preflight -> preflight preflighting +pre-flight -> pre-flight pre-flights +preformationist -> preformationists preformationist +preform -> preform preforming preforms +pre-game -> pre-games pre-game +pregnancy -> pregnancy pregnancies +pregnant -> pregnant pregnants +prego -> pregos prego +preheat -> preheat preheating preheated +prehistorian -> prehistorians prehistorian +preincubate -> preincubated preincubating +pre-install -> pre-install pre-installs +prejudge -> prejudge prejudged prejudging +pre-judge -> pre-judge pre-judges +prejudgment -> prejudgment prejudgments +prejudice -> prejudice prejudices prejudicing prejudiced +prelate -> prelate prelates +pre-licentiate -> pre-licentiate pre-licentiates +prelim -> prelims prelim +preliminary -> preliminary preliminaries +prelist -> prelisting prelisted +preload -> preloaded preloading +prelude -> prelude preludes +pre-meeting -> pre-meetings pre-meeting +premier -> premier premiered premiering premiers +premiere -> premiere premieres +premiership -> premiership premierships +premise -> premises premise premised premising +premiss -> premiss premisses premissed +premium -> premium premiums +premix -> premixed premixes premix +premmia -> premmia premmias +premolar -> premolars premolar +premonition -> premonition premonitions +premonstratensian -> premonstratensian premonstratensians +premultiplication -> premultiplication premultiplications +premultiply -> premultiply premultiplied premultiplier premultiplying +prenominal -> prenominal prenominals +prentice -> prentice prentices +preoccupation -> preoccupation preoccupations +pre-occupation -> pre-occupation pre-occupations +pre-occupy -> pre-occupy pre-occupies +preoccupy -> preoccupy preoccupying preoccupies +preordain -> preordain preordaining +prepackage -> prepackaging prepackage prepackages prepackaged +pre-pack -> pre-pack pre-packs +preparation -> preparation preparations +prepare -> prepared prepare preparing prepares +preparer -> preparers preparer +prepattern -> prepattern prepatterns +prepay -> prepay prepaying +prepayment -> prepayment prepayments +pre-payment -> pre-payment pre-payments +prepcom -> prepcom prepcoms +preplan -> preplan preplanned +preponderate -> preponderate preponderates +preposition -> preposition prepositions +prep -> prep prepped preps +preprint -> preprint preprints preprinted +pre-process -> pre-processes pre-process +preprocess -> preprocessed preprocessing +preprogram -> preprogrammed preprogram +prep-school -> prep-school prep-schools +pre-pubescent -> pre-pubescent pre-pubescents +prepuce -> prepuce prepuces +pre-qualifier -> pre-qualifier pre-qualifiers +prequalify -> prequalified prequalifying +prequel -> prequel prequels +pre-raphaelite -> pre-raphaelite pre-raphaelites +prerequisite -> prerequisites prerequisite +pre-requisite -> pre-requisite pre-requisites +prerogative -> prerogative prerogatives +presage -> presaged presage presaging presages +presbyter -> presbyters presbyter +presbyterian -> presbyterian presbyterians +presbytery -> presbytery presbyteries +prescaler -> prescalers prescaler +pre-schooler -> pre-schoolers pre-schooler +pre-school -> pre-school pre-schools +prescind -> prescinding prescinded prescinds +prescribe -> prescribes prescribed prescribe prescribing +prescriber -> prescriber prescribers +prescription -> prescriptions prescription +prescriptive -> prescriptive prescriptives +prescriptivist -> prescriptivists prescriptivist +prese -> preses prese +preselect -> preselected preselect preselects +pre-selection -> pre-selection pre-selections +presence -> presence presences +presen -> presen presens +presentation -> presentations presentation +presentative -> presentative presentatives +present -> present presented presenting presents +presentee -> presentee presentees +presenter -> presenter presenters +presentiment -> presentiments presentiment +presentist -> presentist presentists +presentment -> presentment presentments +pre-sequence -> pre-sequences pre-sequence +preservationist -> preservationist preservationists +preservation -> preservation preservations +preservative -> preservative preservatives +preserver -> preserver preservers +preserve -> preserves preserving preserved preserve +preset -> preset presets presetting +pre-set -> pre-set pre-sets +preside -> preside presided presides presiding +presidency -> presidency presidencies +presidential -> presidential presidentials +president -> president presidents +presidium -> presidium presidiums +press-box -> press-box press-boxes +press-cutting -> press-cutting press-cuttings +presser -> presser pressers +press-gang -> press-gang press-gangs +presshouse -> presshouse presshouses +press -> press pressing pressed presses +pressman -> pressmen pressman +pressmark -> pressmark pressmarking +pressmaster -> pressmaster pressmasters +press-stud -> press-studs press-stud +press-up -> press-ups press-up +pressure-group -> pressure-group pressure-groups +pressure-point -> pressure-points pressure-point +pressure -> pressure pressures pressuring pressured +pressurise -> pressurising pressurise pressurises +pressurize -> pressurize pressurized pressurizing pressurizes +presume -> presumed presume presuming presumes +presumption -> presumption presumptions +presuppose -> presupposes presuppose presupposed presupposing +pre-suppose -> pre-suppose pre-supposes +presupposition -> presuppositions presupposition +pre-teenager -> pre-teenagers pre-teenager +pre-teen -> pre-teen pre-teens +pretence -> pretence pretences +pretend -> pretending pretended pretend pretends pretender +pretense -> pretense pretenses +pretension -> pretensions pretension +pretention -> pretentions pretention +pre-test -> pre-test pre-tests +pretext -> pretext pretexts +pretty -> pretty prettiest prettier pretties prettied +prettify -> prettifying prettified prettify +prettiness -> prettiness prettinesses +pretzel -> pretzels pretzel +prevail -> prevailed prevail prevails prevailing +prevalence -> prevalence prevalences +prevaricate -> prevaricate prevaricated prevaricates prevaricating +prevarication -> prevarications prevarication +prevent -> prevent preventing prevented prevents +prevention -> prevention preventions +preventive -> preventive preventives +preview -> preview previewed previews previewing +previewer -> previewers previewer +pre-wash -> pre-wash pre-washes +prey -> prey preyed preys preying preies +prezzy -> prezzies prezzy +priapulid -> priapulids priapulid +pricelist -> pricelists pricelist +price-list -> price-list price-lists +price -> price prices priced pricing +price-tag -> price-tag price-tags +price-taker -> price-takers price-taker +prick -> prick pricked pricks pricking +pricker -> prickers pricker +prickle -> prickling prickles prickle prickled +prickly -> prickly pricklier +pricy -> pricier pricy priciest +pride -> pride prides prided priding +priestess -> priestess priestesses +priesthood -> priesthood priesthoods +priestleyan -> priestleyans priestleyan +priest -> priest priests priested +priest-son -> priest-sons priest-son +prig -> prig prigs +primacy -> primacy primacies +primary -> primary primaries +prima -> prima primas +primate -> primate primates +primatologist -> primatologist primatologists +prime -> prime primed priming primes +primer -> primer primers +primeur -> primeur primeurs +primitive -> primitives primitive +prim -> prim primmest +primo -> primo primos +primp -> primping primp primped +primrose -> primroses primrose +primula -> primulas primula +prince-bishop -> prince-bishop prince-bishops +princedom -> princedoms princedom +princely -> princely princeliest +princeling -> princelings princeling +prince -> prince princes +princess -> princess princesses +principality -> principality principalities +principal -> principal principals +principe -> principe principes +principle -> principle principles principled +prink -> prinking prinked prinks +print -> printed print prints printing +printer -> printer printers +printing-house -> printing-houses printing-house +printing-office -> printing-office printing-offices +printing-press -> printing-press printing-presses +printmaker -> printmaker printmakers +print-maker -> print-maker print-makers +printout -> printouts printout +print-out -> print-out print-outs +print-run -> print-runs print-run +print-shop -> print-shop print-shops +prion -> prion prions +priory -> priory priories +priority -> priority priorities prioritied +prioritise -> prioritising prioritised prioritise prioritises +prioritize -> prioritize prioritizing prioritizes prioritized +priority-dispute -> priority-dispute priority-disputes +prior -> prior priors +prise -> prised prising prise prises +prism -> prisms prism +prisoner -> prisoner prisoners +prisoner-of-war -> prisoner-of-war prisoners-of-war +prison-officer -> prison-officers prison-officer +prison -> prison prisons prisoned +prison-ship -> prison-ships prison-ship +pritchett -> pritchett pritchetts +privacy -> privacy privacies +privateer -> privateering privateer privateers +private-eye -> private-eye private-eyes +private -> private privates +privation -> privation privations +privatisation -> privatisation privatisations +privatise -> privatising privatised privatise +privatization -> privatization privatizations +privatize -> privatizing privatized privatize +privet -> privet privets +privy -> privy privies +priviledge -> priviledge priviledges +privilege -> privilege privileges privileged privileging +privvy -> privvies privvy +prize-fight -> prize-fights prize-fight +prizefighter -> prizefighter prizefighters +prizefight -> prizefights prizefighting +prizegiving -> prizegivings prizegiving +prize-giving -> prize-giving prize-givings +prizeman -> prizemen prizeman +prize -> prize prizes prized prizing +prizewinner -> prizewinner prizewinners +prize-winner -> prize-winner prize-winners +pro-act -> pro-act pro-acts +pro-am -> pro-am pro-ams +prob -> probs prob +probability -> probability probabilities +probable -> probable probables +proband -> probands proband +probate -> probate probates +probationer -> probationer probationers +probation -> probation probations +probe -> probed probe probing probes +problematic -> problematic problematics +problematise -> problematising problematised problematises +problematize -> problematized problematize problematizes +problem -> problem problems +problem-solution -> problem-solution problem-solutions +problem-solver -> problem-solvers problem-solver +pro-boer -> pro-boer pro-boers +procaryote -> procaryotes procaryote +pro-catholic -> pro-catholic pro-catholics +procedural -> procedural procedurals +procedure -> procedure procedures +proceed -> proceeds proceeding proceed proceeded +proceedure -> proceedures proceedure +process -> process processing processes processed +procession -> procession processions +processor -> processor processors +process-server -> process-servers process-server +pro-chancellor -> pro-chancellor pro-chancellors +procide -> procides procide +proclaimer -> proclaimers proclaimer +proclaim -> proclaiming proclaims proclaimed proclaim +proclamation -> proclamation proclamations +proclivity -> proclivity proclivities +proconsul -> proconsuls proconsul +procrastinate -> procrastinated procrastinating procrastinate procrastinates +procrastination -> procrastination procrastinations +procrastinator -> procrastinators procrastinator +procreat -> procreating procreated +procter -> procter procters +proctocolectomy -> proctocolectomy proctocolectomies +proctor -> proctor proctors +procuracy -> procuracy procuracies +procuration -> procuration procurations +procurator -> procurator procurators +procure -> procure procured procures procuring +procurement -> procurement procurements +procurer -> procurer procurers +procuress -> procuress procuresses +prod -> prodding prod prodded prods +prodder -> prodders prodder +proddy -> proddy proddys proddies +prodigy -> prodigies prodigy +produce -> produce produced producing produces +producer -> producers producer +producer-entrepreneur -> producer-entrepreneurs producer-entrepreneur +product -> products product producted +productionise -> productionise productionising productionised +productionist -> productionist productionists +production -> production productions +productise -> productised productise productising +productivity -> productivity productivities +product-line -> product-line product-lines +produit -> produit produits +pro-european -> pro-european pro-europeans +profane -> profane profaning profaned profanes +profanity -> profanity profanities +profess -> professed professing profess professes +professionalise -> professionalised professionalise professionalising +professionalism -> professionalism professionalisms +professionalize -> professionalize professionalized professionalizing +professional -> professional professionals +profession -> profession professions +professor -> professor professors +professorship -> professorship professorships +proffer -> proffer proffers proffering proffered +proficiency -> proficiency proficiencies +profile -> profile profiles profiled profiling +profit -> profits profit profited profiting +profitability -> profitability profitabilities +profitboss -> profitboss profitbosses +profit-centre -> profit-centres profit-centre +profit-earner -> profit-earner profit-earners +profiteer -> profiteer profiteers +profiterole -> profiteroles profiterole +profit-maximizer -> profit-maximizers profit-maximizer +profit-taker -> profit-takers profit-taker +profligate -> profligate profligates +proforma -> proforma proformas +pro-forma -> pro-forma pro-formas +pro-format -> pro-format pro-formats +profound -> profound profoundest profounder profounds +prof -> prof profs +profumo -> profumo profumos +profundity -> profundities profundity +progam -> progams progam +progeny -> progeny progenies +progenitor -> progenitor progenitors +progenoid -> progenoid progenoids +pro-german -> pro-german pro-germans +progestogen -> progestogen progestogens +progno -> progno prognos +prognosticate -> prognosticate prognosticates prognosticated +prognostication -> prognostications prognostication +prograde -> prograded prograde +programe -> programed programe +programme-maker -> programme-makers programme-maker +programmer -> programmers programmer +programme -> programme programmes programmed +programmme -> programmmes programmme +program -> program programs programming +progress -> progress progressing progressed progresses +progression -> progression progressions +progressive -> progressive progressives +progressivist -> progressivist progressivists +prog -> prog progs progged +pro-hanoverian -> pro-hanoverians pro-hanoverian +prohibit -> prohibited prohibiting prohibits prohibit +prohibitionist -> prohibitionist prohibitionists +prohibition -> prohibition prohibitions +pro-imperialist -> pro-imperialist pro-imperialists +project -> projects project projected projecting +projectile -> projectiles projectile +projectionist -> projectionist projectionists +projection -> projection projections +project-manage -> project-manage project-manages +projector -> projector projectors +projet -> projet projets +prokaryote -> prokaryotes prokaryote +prolamin -> prolamin prolamins +prolapse -> prolapse prolapses prolapsing +prole -> proles prole +proletarianize -> proletarianized proletarianizing +proletarian -> proletarian proletarians +proletariat -> proletariat proletariats +proliferate -> proliferated proliferates proliferate proliferating +proliferation -> proliferation proliferations +proliferator -> proliferators proliferator +proline -> proline prolines +prologue -> prologue prologues +prolongation -> prolongation prolongations +prolong -> prolong prolonging prolongs +prom -> proms prom +pro-marketeer -> pro-marketeer pro-marketeers +promenade -> promenade promenades promenaded promenading +prominence -> prominence prominences +prominent -> prominent prominents +promise -> promised promise promises promising +promisee -> promisee promisees +promisor -> promisor promisors +promo -> promos promo +promontory -> promontory promontories +promoter -> promoter promoters +promote -> promoting promotes promoted promote +promotional -> promotional promotionals +promotion -> promotion promotions +promotor -> promotor promotors +prompt -> prompt prompted prompts prompting prompter +promulgate -> promulgated promulgate promulgating promulgates +promulgation -> promulgation promulgations +prong -> prongs prong +pronk -> pronking pronk +pronominalisation -> pronominalisations pronominalisation +pronounce -> pronounce pronounced pronouncing pronounces +pronouncement -> pronouncements pronouncement +pronoun -> pronoun pronouns +pronunciamiento -> pronunciamiento pronunciamientos +pronunciation -> pronunciation pronunciations +proofer -> proofer proofers +proofread -> proofreading proofread +proofreader -> proofreaders proofreader +proof-reader -> proof-reader proof-readers +proof -> proof proofs proofing proofed +proosian -> proosians proosian +proove -> proove prooving +prop -> props prop propped propping +propagandise -> propagandise propagandising propagandised +propagandist -> propagandists propagandist +propagate -> propagating propagated propagate propagates +propagation -> propagation propagations +propagator -> propagator propagators +pro-palestinian -> pro-palestinian pro-palestinians +propel -> propelled propel propelling propels +propellant -> propellant propellants +propeller -> propeller propellers +propellor -> propellor propellors +propensity -> propensity propensities +property -> property properties propertied +property-owner -> property-owners property-owner +prophecy -> prophecy prophecies +prophesy -> prophesied prophesying prophesies prophesy +prophet -> prophets prophet +prophetess -> prophetess prophetesses +prophylactic -> prophylactics prophylactic +propitiate -> propitiate propitiating propitiated propitiates +propliner -> propliners propliner +proponent -> proponents proponent +proportionality -> proportionality proportionalities +proportioner -> proportioners proportioner +proportion -> proportion proportions proportioned proportioning +proposal -> proposal proposals +propose -> proposed propose proposing proposes +proposer -> proposers proposer +proposition -> proposition propositions propositioned propositioning +propound -> propounded propound propounding propounds +propounder -> propounders propounder +propriety -> propriety proprieties +proprietor -> proprietor proprietors +proprietorship -> proprietorships proprietorship +proprietress -> proprietress proprietresses +proprinter -> proprinters proprinter +proprioceptor -> proprioceptor proprioceptors +propshaft -> propshaft propshafts +pro-republican -> pro-republican pro-republicans +prorogate -> prorogate prorogates +prorogue -> prorogued proroguing +pro -> pro pros +proscribe -> proscribes proscribed proscribing proscribe +proscription -> proscription proscriptions +proscute -> proscuted proscuting +prose-character -> prose-characters prose-character +prosecute -> prosecute prosecuted prosecuting prosecutes +prosecution -> prosecution prosecutions +prosecutor -> prosecutor prosecutors +proselytise -> proselytise proselytised proselytises proselytising +proselytiser -> proselytiser proselytisers +proselytizer -> proselytizers proselytizer +proselytize -> proselytize proselytizing proselytized +prose -> prose proses +prose-speaker -> prose-speakers prose-speaker +prose-writing -> prose-writings prose-writing +prosimian -> prosimians prosimian +prosobranch -> prosobranchs prosobranch +prosodic -> prosodic prosodics +prosody -> prosody prosodies +prospect -> prospects prospect prospecting prospected +prospective -> prospective prospectives +prospector -> prospector prospectors +prosper -> prospering prospered prosper prospers +prosperity -> prosperity prosperities +prostaglandin -> prostaglandin prostaglandins +pro-standard -> pro-standard pro-standards +prostanoid -> prostanoids prostanoid +prostatectomy -> prostatectomy prostatectomies +prostate -> prostate prostates +prosthetic -> prosthetics prosthetic +prosthetist -> prosthetist prosthetists +prostitute -> prostitutes prostitute prostituted prostituting +prostrate -> prostrate prostrated prostrating prostrates +prostration -> prostrations prostration +pro-syrian -> pro-syrian pro-syrians +protaganist -> protaganists protaganist +protaglandin -> protaglandins protaglandin +protagonist -> protagonists protagonist +protease -> proteases protease +proteasome -> proteasome proteasomes +protect -> protect protected protecting protects +protectionist -> protectionists protectionist +protection -> protection protections +protector -> protectors protector +protectorate -> protectorate protectorates +proteinase -> proteinase proteinases +protein -> protein proteins +proteoglycan -> proteoglycans proteoglycan +protest -> protesting protest protests protested +protestant -> protestant protestants +protestation -> protestation protestations +protester -> protesters protester +protestor -> protestors protestor +protist -> protists protist +protistan -> protistan protistans +protocol -> protocol protocols +protomer -> protomers protomer +proton -> protons proton +proto-oncogene -> proto-oncogenes proto-oncogene +protoplast -> protoplasts protoplast +protoranker -> protorankers protoranker +proto-record -> proto-records proto-record +protostar -> protostars protostar +protostome -> protostomes protostome +protosun -> protosuns protosun +prototype -> prototypes prototype +prototyp -> prototyping prototyped +protoxin -> protoxins protoxin +protozoan -> protozoans protozoan +protractor -> protractor protractors +protract -> protracting protracts protract +protrude -> protruding protrudes protrude protruded +protrusion -> protrusion protrusions +protta -> protta prottas +protuberance -> protuberance protuberances +proud -> proud proudest prouder +prove -> prove proved proving proven proves +provenance -> provenance provenanced provenancing provenances +prover -> provers prover +proverbial -> proverbial proverbials +proverb -> proverb proverbs +pro-vice-chancellor -> pro-vice-chancellor pro-vice-chancellors +providee -> providee providees +providence -> providence providences +provider -> provider providers +provide -> provide providing provided provides +province -> province provinces +provincial -> provincial provincials +provisional -> provisional provisionals +provision -> provision provisions provisioning provisioned +proviso -> provisos proviso +provisor -> provisor provisors +provo -> provos provo +provocateur -> provocateurs provocateur +provocation -> provocation provocations +provoke -> provoked provoke provoking provokes +provost -> provost provosts +prowler -> prowlers prowler +prowl -> prowled prowling prowl prowls +pro-woman -> pro-women pro-woman +prow -> prow prows +proxy -> proxy proxies proxied +proximity -> proximity proximities +pr -> pr prs prest pring +prudent -> prudent prudenter +prude -> prude prudes +prune -> prune pruned pruning prunes +pruner -> pruner pruners +prussian -> prussian prussians +pry -> prying pry prys pryed pried pries +pryer -> pryer pryers +pryor -> pryor pryors +psalm -> psalms psalm +psalmist -> psalmists psalmist +psaltery -> psaltery psalteries +psalter -> psalter psalters +p-selectin -> p-selectins p-selectin +psephologist -> psephologists psephologist +pseud -> pseuds pseud +pseudoaneurysm -> pseudoaneurysm pseudoaneurysms +pseudocyst -> pseudocysts pseudocyst +pseudo-device -> pseudo-device pseudo-devices +pseudo-homophone -> pseudo-homophones pseudo-homophone +pseudohomophone -> pseudohomophone pseudohomophones +pseudo-intellectual -> pseudo-intellectual pseudo-intellectuals +pseudolymphoma -> pseudolymphoma pseudolymphomas +pseudomonad -> pseudomonads pseudomonad +pseudonym -> pseudonym pseudonyms +pseudo-objective -> pseudo-objective pseudo-objectives +pseudo-operation -> pseudo-operations pseudo-operation +pseudopod -> pseudopods pseudopod +pseudoscience -> pseudosciences pseudoscience +pseudo-science -> pseudo-science pseudo-sciences +pseudo-variable -> pseudo-variable pseudo-variables +psi -> psi psis +psoralen -> psoralens psoralen +psych -> psyches psych psyching psyched psychs +psychedelic -> psychedelic psychedelics +psychiatric -> psychiatric psychiatrics +psychiatrist -> psychiatrist psychiatrists +psychic -> psychic psychics +psychoacoustic -> psychoacoustics psychoacoustic +psychoanalyse -> psychoanalyse psychoanalysing psychoanalysed psychoanalyses +psychoanalyst -> psychoanalysts psychoanalyst +psychobiologist -> psychobiologists psychobiologist +psychocentric -> psychocentrics psychocentric +psychodrama -> psychodrama psychodramas +psycho-drama -> psycho-drama psycho-dramas +psychodynamic -> psychodynamics psychodynamic +psychogeographic -> psychogeographic psychogeographics +psycho-geriatric -> psycho-geriatrics psycho-geriatric +psychogeriatrician -> psychogeriatricians psychogeriatrician +psychogeriatric -> psychogeriatric psychogeriatrics +psychographic -> psychographic psychographics +psycholinguist -> psycholinguists psycholinguist +psycholinguistic -> psycholinguistics psycholinguistic +psychology -> psychology psychologies +psychologist -> psychologist psychologists +psychologize -> psychologize psychologizing psychologized +psychometrician -> psychometrician psychometricians +psychometric -> psychometric psychometrics +psychopath -> psychopath psychopaths +psychopharmacologist -> psychopharmacologists psychopharmacologist +psychopomp -> psychopomps psychopomp +psycho -> psycho psychos +psychotherapy -> psychotherapy psychotherapies +psychotherapist -> psychotherapist psychotherapists +psychotic -> psychotic psychotics +psychotropic -> psychotropic psychotropics +psyker -> psykers psyker +pta -> pta ptas +pteraspid -> pteraspids pteraspid +pteridine -> pteridine pteridines +pterodactyl -> pterodactyl pterodactyls +pterosaur -> pterosaurs pterosaur +pterygote -> pterygote pterygotes +pte -> pte ptes +ptolemaic -> ptolemaic ptolemaics +ptolemy -> ptolemy ptolemies ptolemys +pto -> pto ptos +ptpase -> ptpase ptpases +p-trap -> p-trap p-traps +pt -> pt pts +pubber -> pubber pubbers +pube -> pubes pube +pubgoer -> pubgoers pubgoer +pub-goer -> pub-goers pub-goer +publica -> publicas publica +publican -> publicans publican +publication -> publication publications +public-house -> public-houses public-house +publicise -> publicise publicised publicising publicises +publicist -> publicist publicists +publicity-seeker -> publicity-seekers publicity-seeker +publicize -> publicize publicizing publicized publicizes +public -> public publics +public-service -> public-service public-services +publish -> published publish publishing publishes +publisher -> publisher publishers +pub -> pub pubs pubbed +puce -> puce puces +pucker -> puckered puckering pucker puckers +pudding-bowl -> pudding-bowl pudding-bowls +pudding -> pudding puddings +puddle -> puddles puddle puddled puddling +pudgy -> pudgy pudgier +pud -> pud puds +pue -> puing pue +pueblo -> pueblo pueblos +puffa -> puffa puffas +puffball -> puffballs puffball +puff-ball -> puff-ball puff-balls +puff -> puff puffed puffs puffing +puffer -> puffer puffers +puffy -> puffy puffier +puffin -> puffin puffins +pugilist -> pugilist pugilists +pugman -> pugman pugmen +pug -> pug pugs pugging +puja -> puja pujas +pujol -> pujol pujols +puke -> puke puking puked +pul -> puls pul +pule -> puling pule +pulitzer -> pulitzer pulitzers +pull-back -> pull-back pull-backs +pull-down -> pull-downs pull-down +puller -> puller pullers +pullet -> pullets pullet +pulley -> pulley pulleys +pull-in -> pull-ins pull-in +pull -> pulled pulling pull pulls +pullman -> pullman pullmans +pull-off -> pull-off pull-offs +pull-out -> pull-out pull-outs +pullover -> pullover pullovers +pull-up -> pull-ups pull-up +pulmonaria -> pulmonaria pulmonarias +pulp -> pulp pulped pulping pulps +pulpit -> pulpit pulpits +pulsar -> pulsar pulsars +pulsate -> pulsating pulsated pulsate pulsates +pulsation -> pulsations pulsation +pulse -> pulse pulsing pulses pulsed +pulverise -> pulverised pulverising pulverise pulverises +pulverize -> pulverize pulverized pulverizing +puma -> puma pumas +pumice -> pumice pumices +pummel -> pummelling pummelled pummel pummels +pump-handle -> pump-handle pump-handles +pumpkin -> pumpkin pumpkins +pumpkinseed -> pumpkinseeds pumpkinseed +pump-prime -> pump-prime pump-primes +pump -> pump pumps pumped pumping +punchbag -> punchbag punchbags +punchbowl -> punchbowl punchbowls +punch-bowl -> punch-bowl punch-bowls +punch-card -> punch-cards punch-card +punchcard -> punchcard punchcards +punched-card -> punched-cards punched-card +puncher -> puncher punchers +punchy -> punchy punchier +punch -> punch punching punches punched +punchline -> punchline punchlines +punch-line -> punch-line punch-lines +punch-up -> punch-ups punch-up +punctilio -> punctilio punctilios +punctuate -> punctuate punctuated punctuating punctuates +punctuation -> punctuation punctuations +puncture -> puncture puncturing punctures punctured +pundit -> pundits pundit +pungar -> pungar pungars +puny -> puny puniest punier +punisher -> punisher punishers +punish -> punish punishing punished punishes +punishment -> punishment punishments +punjabi -> punjabi punjabis +punky -> punky punkier +punk -> punk punks +punnet -> punnet punnets +pun -> pun puns punning +punster -> punsters punster +punter -> punters punter +punt -> punt punts punting punted +pup -> pups pup pupped +pupate -> pupate pupating pupated pupates +pupy -> pupy pupies +pupil -> pupils pupil +pupillage -> pupillage pupillages +pupil-master -> pupil-master pupil-masters +pupil-teacher -> pupil-teacher pupil-teachers +pupitre -> pupitres pupitre +puppeteer -> puppeteer puppeteers +puppet-master -> puppet-masters puppet-master +puppet -> puppet puppets +puppy -> puppy puppies puppys +pur -> purring pur +purcellian -> purcellians purcellian +purchase -> purchased purchase purchases purchasing +purchaser -> purchaser purchasers +pure -> purest pure purer pures +purebred -> purebred purebreds +pure-bred -> pure-bred pure-breds +purefoy -> purefoy purefoys +purestrain -> purestrain purestrains +purgative -> purgative purgatives +purge -> purge purged purges purging +purification -> purification purifications +purifier -> purifier purifiers +purify -> purifying purifies purify purified +purine -> purines purine +purist -> purists purist +puritan -> puritan puritans +purity -> purity purities +purlin -> purlins purlin +purloin -> purloin purloined purloining purloins +purl -> purl purls purling purled +purple-blue -> purple-blue purple-blues +purple-pink -> purple-pinks purple-pink +purple -> purple purples purpling purplest purpled +purport -> purport purports purported purporting +purpose -> purpose purposes purposed purposing +purpresture -> purprestures purpresture +purr -> purrs purred purr +purse -> pursing pursed purse purses +purseful -> pursefuls purseful +purser -> purser pursers +purse-seine -> purse-seine purse-seines +purse-string -> purse-strings purse-string +pursuade -> pursuaded pursuade pursuading +pursue -> pursued pursue pursuing pursues +pursuer -> pursuers pursuer +pursuit -> pursuits pursuit +pursuivant -> pursuivant pursuivants +purveyance -> purveyance purveyances +purvey -> purvey purveying purveys purveyed +purveyor -> purveyor purveyors +pus-cell -> pus-cells pus-cell +pusey -> pusey puseys +pushbike -> pushbike pushbikes +push-bike -> push-bike push-bikes +push-button -> push-button push-buttons +pushchair -> pushchairs pushchair +push-chair -> push-chairs push-chair +push-down -> push-downs push-down +pusher -> pusher pushers +pushfit -> pushfit pushfitted +push -> push pushing pushed pushes +pushover -> pushover pushovers +pushrod -> pushrod pushrods +pushtun -> pushtun pushtuns +push-up -> push-ups push-up +puss -> puss pusses +pussy -> pussy pussies +pussycat -> pussycats pussycat +pussy-cat -> pussy-cats pussy-cat +pussyfoot -> pussyfooting pussyfoot +pustule -> pustules pustule +put-down -> put-down put-downs +put-in -> put-ins put-in +putrefaction -> putrefaction putrefactions +putrefy -> putrefied putrefying putrefy +putrescible -> putrescible putrescibles +putsch -> putsches putsch +putt -> putts putt +puttee -> puttee puttees +putter -> putter puttering putters puttered +putty -> putty puttied putties +put -> put putting puts putted puttest +puzzle -> puzzling puzzled puzzle puzzles +puzzlement -> puzzlement puzzlements +puzzler -> puzzlers puzzler +pvc -> pvc pvcs +pve -> pves pve +pv -> pv pvs +pwa -> pwas pwa +p-wave -> p-waves p-wave +pwr -> pwr pwrs +pycnogonid -> pycnogonids pycnogonid +pye-dog -> pye-dogs pye-dog +pygling -> pyglings pygling +pygmy -> pygmy pygmies +pyjamas -> pyjamas pyjama +pylon -> pylons pylon +pylorus -> pylori pylorus +pyocyanase -> pyocyanase pyocyanases +pyracantha -> pyracantha pyracanthas +pyramid -> pyramids pyramid +pyramide -> pyramide pyramides pyramided +pyreneeist -> pyreneeists pyreneeist +pyre -> pyre pyres +pyrethrum -> pyrethrum pyrethrums +pyrexia -> pyrexia pyrexias +pyridine -> pyridines pyridine +pyrimidine -> pyrimidine pyrimidines +pyrite -> pyrites pyrite +pyroclastic -> pyroclastic pyroclastics +pyromaniac -> pyromaniacs pyromaniac +pyrometer -> pyrometer pyrometers +pyrotechnic -> pyrotechnics pyrotechnic +pyroxene -> pyroxenes pyroxene +pyroxenite -> pyroxenites pyroxenite +pyrozine -> pyrozines pyrozine +pythagorean -> pythagorean pythagoreans +pythian -> pythian pythians +python -> python pythons +qac -> qacs qac +qa -> qa qaing +q-branch -> q-branch q-branches +qc -> qc qcs +q -> q qing +qpo -> qpos qpo +q-ship -> q-ship q-ships +qsl -> qsl qsls +qtr-final -> qtr-finals qtr-final +quacker -> quackers quacker +quack -> quack quacks quacking quacked +quadgram -> quadgrams quadgram +quadrangle -> quadrangle quadrangles +quadrant -> quadrant quadrants +quadraphonic -> quadraphonic quadraphonics +quadra -> quadra quadras +quadrat -> quadrats quadrat +quadratic -> quadratic quadratics +quadrilateral -> quadrilateral quadrilaterals +quadrille -> quadrille quadrilles +quadriplegic -> quadriplegic quadriplegics +quadrivalent -> quadrivalent quadrivalents +quadrophonic -> quadrophonic quadrophonics +quadruped -> quadruped quadrupeds +quadruple -> quadruple quadrupled quadrupling quadruples +quadruplicate -> quadruplicate quadruplicated +quadrupole -> quadrupole quadrupoles +quad -> quad quads +quaff -> quaffing quaffed quaff quaffs +quagmire -> quagmire quagmires +quail -> quail quailed quails quailing +quaint -> quaint quainter +quake -> quaked quake quakes quaking +quaker -> quaker quakers +qualification -> qualifications qualification +qualify -> qualifying qualified qualify qualifies +qualifier -> qualifier qualifiers +quality -> quality qualities +qualm -> qualms qualm +quandary -> quandary quandaries +quango -> quangos quango +quanity -> quanity quanities +quanta -> quanta quantas +quantification -> quantification quantifications +quantifier -> quantifiers quantifier +quantify -> quantified quantify quantifying quantifies +quantile -> quantile quantiles +quantisation -> quantisation quantisations +quantise -> quantise quantised quantises +quantitate -> quantitated quantitate quantitating +quantity -> quantity quantities +quantize -> quantizing quantized +quarantine -> quarantine quarantined quarantines +quark -> quarks quark +quarrel -> quarrel quarrelled quarrelling quarrels +quarrier -> quarrier quarriers +quarry -> quarry quarries quarrying quarried +quarryman -> quarryman quarrymen +quart -> quarts quart +quartan -> quartans quartan +quarterback -> quarterback quarterbacks +quarter-back -> quarter-back quarter-backs +quarterdeck -> quarterdeck quarterdecks +quarter-finalist -> quarter-finalists quarter-finalist +quarterfinal -> quarterfinal quarterfinals +quarter-final -> quarter-final quarter-finals +quarterly -> quarterly quarterlies +quarter-light -> quarter-lights quarter-light +quartermaster -> quartermaster quartermasters +quarter-point -> quarter-points quarter-point +quarter -> quarter quarters quartered quartering +quartet -> quartets quartet +quartier -> quartier quartiers +quartile -> quartile quartiles +quarto -> quarto quartos +quartzite -> quartzites quartzite +quasar -> quasar quasars +quash -> quash quashing quashes quashed +quasi-academic -> quasi-academics quasi-academic +quasi-arbitrator -> quasi-arbitrator quasi-arbitrators +quasi-contract -> quasi-contract quasi-contracts +quasi-monopoly -> quasi-monopoly quasi-monopolies +quasi-partnership -> quasi-partnership quasi-partnerships +quasi-psychedelic -> quasi-psychedelic quasi-psychedelics +quasi-situationist -> quasi-situationists quasi-situationist +quaternion -> quaternions quaternion +quatrain -> quatrain quatrains +quatrefoil -> quatrefoils quatrefoil +quaver -> quaver quavers quavered quavering +quay -> quay quays +quayside -> quayside quaysides +queasy -> queasy queasier +quebecker -> quebecker quebeckers +queene -> queene queenes +queen -> queen queens queened queening +queer -> queers queer queerest queering queered queerer +quell -> quelled quell quelling quells +quencher -> quenchers quencher +quench -> quench quenching quenched +quenelle -> quenelle quenelles +quern -> quern querns +query -> queries query queried querying +que -> que ques quing +quester -> quester questers +questionaire -> questionaire questionaires +questioner -> questioner questioners +questionmark -> questionmark questionmarks +question-mark -> question-mark question-marks +questionmaster -> questionmaster questionmasters +questionnaire -> questionnaire questionnaires +question -> question questions questioned questioning questionned +question-time -> question-times question-time +questor -> questor questors +quest -> quest quests quested questing +quetzal -> quetzal quetzals +queue -> queue queues queued queuing queueing +quibble -> quibble quibbles quibbling quibbled +quick-change -> quick-change quick-changes +quick-draw -> quick-draws quick-draw +quicken -> quickened quickens quicken quickening +quick -> quick quicker quickest quicks +quicksand -> quicksands quicksand +quickskim -> quickskimming quickskim +quickstep -> quicksteps quickstepped quickstep quickstepping +quiddity -> quiddity quiddities +quid -> quid quids quidding +quieten -> quietened quieten quietening quietens +quiet -> quiet quietest quieter quieted quieting +quietist -> quietist quietists +quiff -> quiff quiffs quiffed +quill -> quills quill +quilt -> quilts quilted quilting quilt +quilter -> quilter quilters +quimica -> quimica quimicas +quin -> quins quin +quince -> quince quinces +quine -> quine quines +quinolone -> quinolones quinolone +quinone -> quinones quinone +quintain -> quintains quintain +quintal -> quintals quintal +quintan -> quintan quintans +quinta -> quinta quintas +quintet -> quintet quintets +quintile -> quintile quintiles +quintuple -> quintupled quintuple +quintuplet -> quintuplets quintuplet +quip -> quipped quip quips quipping +quire -> quiring quire quires +quirk -> quirks quirk quirked quirking +quirky -> quirky quirkiest quirkier +quisling -> quislings quisling +quit -> quits quit quitting quitted quitest +quiteron -> quiteron quiterons +quitter -> quitters quitter +quiver -> quivered quiver quivers quivering +quivertip -> quivertips quivertip +quixote -> quixote quixotes +quiz -> quizzed quiz quizzing +quizmaster -> quizmasters quizmaster +quoin -> quoin quoins +quoit -> quoit quoits +quoom -> quoom quooms +quorn -> quorn quorns +quo -> quo quos +quota -> quota quotas +quotation -> quotations quotation +quote -> quoted quote quoting quotes +quotient -> quotient quotients +qur'an -> qur'an qur'ans +rabbinate -> rabbinate rabbinates +rabbi -> rabbi rabbis +rabbit-hole -> rabbit-holes rabbit-hole +rabbit-hutch -> rabbit-hutches rabbit-hutch +rabbit-run -> rabbit-runs rabbit-run +rabbit -> rabbit rabbits rabbiting rabbited rabbitting +rabbit-warren -> rabbit-warren rabbit-warrens +rabble-rouser -> rabble-rouser rabble-rousers +raccoon -> raccoon raccoons +racecard -> racecards racecard +race-card -> race-card race-cards +racecourse -> racecourse racecourses +racegoer -> racegoer racegoers +race-goer -> race-goer race-goers +racehorse -> racehorses racehorse +race-horse -> race-horses race-horse +race-meeting -> race-meetings race-meeting +racer -> racers racer +race -> race races racing raced +racetrack -> racetrack racetracks +race-track -> race-track race-tracks +racialist -> racialist racialists +racialize -> racializes racializing +racy -> racy racier raciest +racine -> racines racine +racism -> racism racisms +racist -> racist racists +rack -> racks racked rack racking +racket -> rackets racket +rackete -> racketing racketed +racketeer -> racketeer racketeers +rackmount -> rackmount rackmounts +rack-mount -> rack-mount rack-mounts +rack-rent -> rack-rents rack-rent +raconteur -> raconteurs raconteur +racoon -> racoons racoon +racquet -> racquet racquets +radar -> radar radars +raddle -> raddled raddle +raden -> raden radens +rade -> rade rades +radial -> radial radials +radian -> radians radian +radiance -> radiance radiances +radiate -> radiates radiating radiate radiated +radiation -> radiation radiations +radiator -> radiator radiators +radicalise -> radicalise radicalised +radicalize -> radicalized radicalizing radicalizes radicalize +radical -> radical radicals +radical-socialist -> radical-socialists radical-socialist +radicle -> radicles radicle +radius -> radius radii +radioactivity -> radioactivity radioactivities +radiogram -> radiogram radiograms +radiographer -> radiographer radiographers +radiograph -> radiograph radiographing radiographs radiographed +radioimmunoassay -> radioimmunoassay radioimmunoassays +radioisotope -> radioisotope radioisotopes +radio-isotope -> radio-isotope radio-isotopes +radiolabel -> radiolabel radiolabelling +radiolarian -> radiolarian radiolarians +radiologist -> radiologist radiologists +radiometer -> radiometer radiometers +radiometric -> radiometric radiometrics +radionuclide -> radionuclides radionuclide +radiopharmaceutical -> radiopharmaceuticals radiopharmaceutical +radio-phone -> radio-phones radio-phone +radio -> radio radios radioing +radio-set -> radio-set radio-sets +radiotelescope -> radiotelescopes radiotelescope +radio-telescope -> radio-telescope radio-telescopes +radiotherapist -> radiotherapists radiotherapist +radio-wave -> radio-waves radio-wave +radish -> radish radishes +radley -> radley radleys +radome -> radomes radome +rad -> rad rads +rafalo -> rafalos rafalo +raffle -> raffle raffles raffled raffling +rafter -> rafter rafters raftered +raft -> raft rafts rafting rafted +raftsman -> raftsman raftsmen +rag -> rags rag ragged ragging +ragamuffin -> ragamuffin ragamuffins +ragbag -> ragbag ragbags +ragdoll -> ragdolls ragdoll +rag-doll -> rag-dolls rag-doll +rage -> rage rages raged raging +ragga -> ragga raggas +raggy -> raggies raggy +raglan -> raglan raglans +ragout -> ragout ragouts +ragpicker -> ragpicker ragpickers +ragusan -> ragusan ragusans +ragworm -> ragworm ragworms +raid -> raid raided raiding raids +raider -> raider raiders +raigne -> raigne raignes +rail -> rails rail railed +railbreak -> railbreak railbreaks +railcar -> railcars railcar +railcard -> railcard railcards +railcoach -> railcoach railcoaches +railhead -> railheads railhead +railing -> railings railing +railman -> railmen railman +railride -> railriding railride +railroad -> railroad railroading railroads railroaded +railtour -> railtours railtour +railway-man -> railway-men railway-man +railwayman -> railwayman railwaymen +railway -> railway railways +railway-station -> railway-station railway-stations +railway-wagon -> railway-wagon railway-wagons +rainbow -> rainbow rainbows rainbowed +rain-cloud -> rain-clouds rain-cloud +raincloud -> raincloud rainclouds +raincoat -> raincoat raincoats raincoated +raindrop -> raindrops raindrop +rainfall -> rainfall rainfalls +rainforest -> rainforests rainforest +rain-forest -> rain-forests rain-forest +rainy -> rainy rainiest +rain -> rain raining rains rained +rain-maker -> rain-makers rain-maker +rainsborough -> rainsborough rainsboroughs +rainstorm -> rainstorm rainstorms +rainsuit -> rainsuits rainsuit +raise -> raising raise raised raises +raiser -> raisers raiser +raisin -> raisins raisin +raisonnable -> raisonnable raisonnables +rajah -> rajah rajahs +raja -> raja rajas +rajathuk -> rajathuks rajathuk +rajput -> rajputs rajput +rake -> raking rake rakes raked +rake-off -> rake-offs rake-off +raker -> rakers raker +rallentando -> rallentandos rallentando +rally -> rally rallies rallied rallying rallys +rambla -> rambla ramblas +ramble -> ramble rambled rambles +rambler -> ramblers rambler +rambling -> ramblings rambling +rambutan -> rambutan rambutans +ramekin -> ramekins ramekin +raman -> raman ramen +rame -> rame rames +ramification -> ramification ramifications +ramify -> ramified ramify ramifying +ramin -> ramin ramins +ram -> ram rammed rams ramming +rammer -> rammer rammers +rampage -> rampaging rampaged rampage rampages +rampart -> ramparts rampart +ramp -> ramping ramps ramp ramped +ramp-up -> ramp-ups ramp-up +ramraid -> ramraids ramraid ramraiding +ram-raid -> ram-raid ram-raids +ramrod -> ramrod ramrods ramrodded +ramshackle -> ramshackle ramshackled +rancher -> rancher ranchers +ranch -> ranch ranches ranched ranching +ranchland -> ranchland ranchlands +randy -> randy randiest +randle -> randle randles +randomize -> randomizing randomized randomize randomizes +rand -> rand rands +rangeland -> rangelands rangeland +rangy -> rangy rangier +range -> range ranging ranges ranged +rankle -> rankles rankled rankle +rank -> rank ranks ranking ranked ranker rankest +ransack -> ransacked ransacks ransack ransacking +ransome -> ransome ransomed ransoming +ransom -> ransom ransoms +rante -> rantes rante +rant -> ranting ranted rant rants +ranter -> ranters ranter +rape -> rapes raped rape raping +raphe -> raphe raphes +rapid -> rapid rapids +rapier -> rapier rapiers rapiered +rapist -> rapist rapists +rapoport -> rapoport rapoports +rappel -> rappel rappelling +rapper -> rapper rappers +rap -> raps rapping rapped rap +rapporteur -> rapporteur rapporteurs +rapport -> rapport rapports +raptor -> raptors raptor +raptore -> raptores raptore +rapture -> rapture raptures raptured +rarebit -> rarebit rarebits +rarefaction -> rarefaction rarefactions +rarefy -> rarefying rarefy +rare -> rare rarer raring rarest +rarity -> rarity rarities +ra -> ra ras +rasbora -> rasboras rasbora +rascal -> rascal rascals +rase -> rase rased rases raseing rasing +rasher -> rashers rasher +rash -> rash rashes +raspberry -> raspberry raspberries raspberrying +rasp -> rasped rasping rasp rasps +rasputin -> rasputin rasputins +rassendyll -> rassendyll rassendylls +rasta -> rastas rasta +rastafarian -> rastafarian rastafarians +rasterise -> rasterise rasterising +rasterize -> rasterized rasterize +raster -> raster rasters rastered +ratafia -> ratafia ratafias +ratbag -> ratbag ratbags +ratchete -> ratcheted ratcheting +ratchet -> ratchet ratchets +ratemahatmaya -> ratemahatmayas ratemahatmaya +ratepayer -> ratepayers ratepayer +rate-payer -> rate-payers rate-payer +rater -> rater raters +rate -> rate rates rated rating +rathbone -> rathbone rathbones +rat-hole -> rat-hole rat-holes +rath -> rath raths +ratification -> ratification ratifications +ratify -> ratify ratified ratifies ratifying +rationale -> rationale rationales +rationalisation -> rationalisation rationalisations +rationalise -> rationalise rationalising rationalised rationalises +rationalist -> rationalists rationalist +rationality -> rationality rationalities +rationalization -> rationalizations rationalization +rationalize -> rationalized rationalizing rationalize rationalizes +rational -> rational rationals +ration-book -> ration-books ration-book +ratione -> ratione rationes +ration -> ration rations rationed rationing +ratio -> ratio ratios ratioing +ratner -> ratner ratnering +rat-run -> rat-run rat-runs +rat -> rat rats ratting ratted +rats-tail -> rats-tails rats-tail +rat's-tail -> rat's-tail rat's-tails +rat-tail -> rat-tail rat-tails +rattan -> rattan rattans +ratteen -> ratteen ratteens +ratter -> ratter ratters +rattler -> rattler rattlers +rattlesnake -> rattlesnake rattlesnakes +rattle -> rattle rattling rattled rattles +rat-trap -> rat-trap rat-traps +raunchy -> raunchy raunchier raunchiest +raunch -> raunch raunching +rau -> rau raus +ravage -> ravages ravaged ravage ravaging +ravager -> ravagers ravager +ravanel -> ravanel ravanels +rave -> raving rave raved raves +ravel -> ravel ravelled ravelling ravels +raven -> ravens raven ravening +raver -> raver ravers +ravine -> ravines ravine +ravish -> ravished ravish ravishes +ravisher -> ravishers ravisher +raw -> raw rawest rawer +rawlplug -> rawlplugs rawlplug +ray-ban -> ray-ban ray-bans +raybould -> raybould rayboulds +ray-gun -> ray-gun ray-guns +rayon -> rayon rayons +ray -> ray rays rayed raying +raze -> razed raze razing +razorbill -> razorbills razorbill +razor-blade -> razor-blade razor-blades +razor -> razor razors +raz -> raz razzed +rba -> rba rbas +rca -> rca rcas +rcc -> rcc rccs +rd -> rd rds +re-absorb -> re-absorbs re-absorbing re-absorbed re-absorb +reabsorb -> reabsorbed reabsorbs reabsorb reabsorbing +reach -> reached reaches reach reaching +reacquaint -> reacquaint reacquainted +re-acquaint -> re-acquaint re-acquainting re-acquainted +reacquire -> reacquire reacquired +re-acquire -> re-acquire re-acquired +reactant -> reactant reactants +react -> react reacting reacted reacts +reaction -> reactions reaction +reactionary -> reactionaries reactionary +reaction-formation -> reaction-formations reaction-formation +reaction-time -> reaction-time reaction-times +re-activate -> re-activated re-activate re-activating +reactivate -> reactivating reactivates reactivate reactivated +reactivity -> reactivity reactivities +reactor -> reactors reactor +readdress -> readdress readdressed +reader-response -> reader-response reader-responses +reader -> reader readers +readership -> readership readerships +ready -> ready readied readies readier readiest readying +readiness -> readiness readinesses +read -> read reading reads +reading-glass -> reading-glasses reading-glass +reading-room -> reading-rooms reading-room +readjust -> readjust readjusted readjusting readjusts +re-adjust -> re-adjusted re-adjusting re-adjusts re-adjust +readjustment -> readjustment readjustments +re-adjustment -> re-adjustment re-adjustments +readmission -> readmission readmissions +re-admission -> re-admission re-admissions +re-admit -> re-admitted re-admit +readmit -> readmit readmitted readmitting +readopt -> readopted readopting +readout -> readouts readout +read-out -> read-out read-outs +re-advance -> re-advances re-advance +readvertise -> readvertised readvertise +re-advertise -> re-advertised re-advertise +readymade -> readymade readymades +ready-made -> ready-made ready-mades +ready-meal -> ready-meal ready-meals +reaffirm -> reaffirmed reaffirm reaffirming reaffirms +reaffirmation -> reaffirmation reaffirmations +re-affirm -> re-affirm re-affirmed re-affirms re-affirming +reaganite -> reaganites reaganite +reagent -> reagents reagent +reaggregate -> reaggregate reaggregated reaggregates reaggregating +reale -> reale reales +realign -> realigning realign realigned realigns +re-align -> re-align re-aligned re-aligning +realignment -> realignment realignments +re-alignment -> re-alignment re-alignments +realisation -> realisation realisations +realise -> realising realise realised realises +realism -> realism realisms +realist -> realist realists +reality -> reality realities +reality-effect -> reality-effect reality-effects +realization -> realization realizations +realize -> realized realize realizes realizing +realizer -> realizer realizers +reallocate -> reallocated reallocate reallocating reallocates +re-allocate -> re-allocated re-allocating re-allocate +reallocation -> reallocation reallocations +re-allocation -> re-allocation re-allocations +reallowance -> reallowance reallowances +realm -> realm realms +real -> real reals realer +real-term -> real-terms real-term +realtionship -> realtionship realtionships +realtor -> realtors realtor +ream -> reams ream reaming +re-amend -> re-amend re-amended re-amending +reamer -> reamers reamer +re-analyse -> re-analysing re-analyse re-analysed +reanalyse -> reanalyse reanalysed reanalyses +reanimate -> reanimating reanimates reanimated reanimate +reaper -> reaper reapers +reappear -> reappeared reappear reappearing reappears +reappearance -> reappearances reappearance +re-appear -> re-appear re-appearing re-appeared re-appears +re-application -> re-applications re-application +re-apply -> re-apply re-applied re-applying +reapply -> reapply reapplying reapplied reapplies +reappoint -> reappointed reappoint reappoints reappointing +re-appoint -> re-appoint re-appointed re-appointing re-appoints +reappointment -> reappointment reappointments +reapportion -> reapportion reapportioning reapportioned +reappraisal -> reappraisal reappraisals +re-appraisal -> re-appraisal re-appraisals +reappraise -> reappraising reappraise reappraised reappraises +reappropriate -> reappropriate reappropriates reappropriating +reap -> reaping reaps reap reaped +rear -> rear reared rearing rears rearrest +rearer -> rearers rearer +rearguard -> rearguard rearguards +rearm -> rearmed rearm rearming +re-arm -> re-arms re-armed re-arm re-arming +rearrange -> rearrange rearranged rearranges +re-arrange -> re-arrange re-arranged re-arranges +rearrangement -> rearrangement rearrangements +re-arrangement -> re-arrangement re-arrangements +re-arrest -> re-arrested re-arrest +rearticulate -> rearticulate rearticulating rearticulated +rearticulation -> rearticulation rearticulations +reascend -> reascend reascending +reason -> reasons reason reasoned reasoning +reasoner -> reasoner reasoners +re-assemble -> re-assembled re-assemble re-assembling +reassemble -> reassembles reassembling reassembled reassemble +reassert -> reasserts reasserting reassert reasserted +re-assert -> re-assert re-asserts re-asserted re-asserting +re-assess -> re-assessed re-assess re-assessing +reassess -> reassess reassessing reassessed reassesses +reassessment -> reassessment reassessments +reassign -> reassign reassigned reassigning +re-assign -> re-assign re-assigned re-assigning +reassignment -> reassignment reassignments +reassume -> reassume reassumes reassumed +re-assume -> re-assume re-assumes +reassurance -> reassurance reassurances +re-assure -> re-assuring re-assure re-assured +reassure -> reassure reassured reassures reassuring +reasure -> reasuring reasure +re-attach -> re-attached re-attach re-attaching +reattach -> reattach reattached +reattain -> reattain reattained +reattribution -> reattribution reattributions +reauthorise -> reauthorising reauthorised +reaver -> reaver reavers +reave -> reaving reaves +reawaken -> reawakening reawakened reawaken reawakens +re-awaken -> re-awakens re-awakened re-awaken re-awakening +re-badge -> re-badged re-badges re-badge +rebadge -> rebadge rebadging rebadged +re-bait -> re-bait re-baited re-baiting +rebalance -> rebalancing rebalance rebalanced +rebase -> rebase rebasing rebased +rebate -> rebate rebates rebated rebating +rebel -> rebels rebel rebelled rebelling +rebellion -> rebellion rebellions +rebid -> rebid rebidding rebids +rebind -> rebinding rebind +rebirther -> rebirthers rebirther +rebirth -> rebirth rebirthing rebirths +reboard -> reboarding reboard reboarded +re-board -> re-boarding re-board +reboil -> reboil reboiled +rebolt -> rebolting rebolted +re-booking -> re-bookings re-booking +reboot -> reboot rebooting rebooted reboots +re-boot -> re-booting re-boots re-boot +rebore -> rebore rebored reboring +re-bore -> re-bore re-bored +rebottle -> rebottle rebottled +rebound -> rebound rebounded rebounding rebounds +re-box -> re-box re-boxed +rebreathe -> rebreathed rebreathe +rebrief -> rebriefed rebrief +rebuff -> rebuffed rebuff rebuffs rebuffing +re-build -> re-building re-build +rebuilder -> rebuilder rebuilders +rebuild -> rebuild rebuilding rebuilt rebuilds +rebuke -> rebuke rebuked rebuking rebukes +rebury -> reburied reburying +rebut -> rebutting rebut rebutted rebuts +rebuttal -> rebuttal rebuttals +rebutton -> rebutton rebuttoned +re-buy -> re-buy re-buys +recalcitrant -> recalcitrant recalcitrants +recalculate -> recalculated recalculate recalculates recalculating +re-calculate -> re-calculate re-calculated re-calculates +recalculation -> recalculation recalculations +recalibrate -> recalibrating recalibrated recalibrate +recall -> recalls recall recalling recalled +recantation -> recantation recantations +recant -> recant recanted recanting +re-capitalisation -> re-capitalisations re-capitalisation +recapitalisation -> recapitalisation recapitalisations +recapitalise -> recapitalise recapitalising +recapitalization -> recapitalization recapitalizations +re-capitalize -> re-capitalize re-capitalized +recapitulate -> recapitulate recapitulating recapitulated recapitulates +recapitulation -> recapitulation recapitulations +re-cap -> re-cap re-capped +recap -> recap recapping recapped +recapture -> recapture recaptured recapturing recaptures +re-capture -> re-capture re-captured re-capturing +re-cast -> re-cast re-casting +recast -> recasting recasts recast +rec -> rec recced recs +recce -> recce recces +recede -> recede receding receded recedes +receipt -> receipt receipts receipted receipting +receivable -> receivable receivables +receive -> receiving received receive receives +receiver -> receiver receivers +receivership -> receivership receiverships +receiv -> receiv receivest +receiving-station -> receiving-stations receiving-station +recement -> recemented recementing +recension -> recensions recension +recep -> recep receps +receptacle -> receptacles receptacle +receptionist -> receptionists receptionist +reception-room -> reception-room reception-rooms +reception -> reception receptions +receptor -> receptors receptor +recess -> recesses recess recessed recessing +recession -> recession recessions +recessive -> recessive recessives +rechabite -> rechabites rechabite +rechallenge -> rechallenge rechallenged rechallenges +rechannel -> rechannelled rechannelling rechannel +re-channel -> re-channelled re-channels +rechargeable -> rechargeable rechargeables +recharge -> recharge recharged recharging recharges +re-charge -> re-charge re-charged re-charges +re-check -> re-checking re-check re-checked +recheck -> recheck rechecked rechecking +rech -> rech reched +re-christen -> re-christen re-christened +rechristen -> rechristened rechristening +recidivate -> recidivating recidivate +recidivist -> recidivist recidivists +recieve -> recieve recieved +recipe -> recipe recipes +recipient -> recipient recipients +reciprocal -> reciprocal reciprocals +reciprocate -> reciprocating reciprocated reciprocate reciprocates +reciprocation -> reciprocation reciprocations +reciprocity -> reciprocity reciprocities +re-circulate -> re-circulated re-circulates re-circulate +recirculate -> recirculate recirculating recirculated +recitalist -> recitalist recitalists +recital -> recital recitals +recitation -> recitations recitation +recitative -> recitatives recitative +recite -> recites recited recite reciting +reciter -> reciter reciters +reckon -> reckoned reckon reckons reckoning +reckoner -> reckoners reckoner +reck -> reck recks +reclaim -> reclaim reclaimed reclaiming reclaims +reclaimer -> reclaimer reclaimers +reclamation -> reclamation reclamations +reclasp -> reclasped reclasping +reclassification -> reclassification reclassifications +re-classify -> re-classified re-classify re-classifying +reclassify -> reclassified reclassifying reclassify reclassifies +recline -> reclined recline reclining reclines +reclose -> recloses reclosed +recluse -> recluse recluses +recoat -> recoating recoated recoat +recode -> recoding recode recoded +re-code -> re-code re-coded +recognisance -> recognisances recognisance +recogniser -> recogniser recognisers +recognise -> recognised recognises recognise recognising +recognition -> recognition recognitions +recognizance -> recognizances recognizance +recognize -> recognizes recognized recognize recognizing +recoil -> recoil recoiled recoils recoiling +re-coil -> re-coil re-coiled +recollapse -> recollapses recollapse recollapsed +recollect -> recollect recollected recollects recollecting +recollection -> recollections recollection +recolonise -> recolonise recolonising recolonised +recolonize -> recolonizing recolonize recolonized +recolour -> recoloured recolour +recombinant -> recombinant recombinants +recombination -> recombination recombinations +recombine -> recombine recombined recombining recombines +re-combine -> re-combining re-combined +recommence -> recommence recommenced recommences recommencing +re-commence -> re-commence re-commences +recommendation -> recommendations recommendation +recom-mend -> recom-mending recom-mended +recommend -> recommend recommending recommended recommends +recommission -> recommissioned recommissioning recommission +recommitment -> recommitment recommitments +recommit -> recommit recommitting recommitted +recompense -> recompense recompensing recompenses recompensed +recompilation -> recompilation recompilations +recompile -> recompiled recompiling recompile recompiles +re-compile -> re-compiled re-compiling re-compile +recompose -> recomposing recomposed +reconceptualise -> reconceptualise reconceptualising +reconceptualize -> reconceptualize reconceptualizing +reconcile -> reconcile reconciled reconciling reconciles +reconciler -> reconciler reconcilers +reconciliation -> reconciliation reconciliations +recondense -> recondensing recondense +recondition -> reconditioned reconditioning recondition reconditions +reconfiguration -> reconfiguration reconfigurations +re-configure -> re-configuring re-configure +reconfigure -> reconfigure reconfiguring reconfigured +reconfirm -> reconfirming reconfirm reconfirmed +re-confirm -> re-confirmed re-confirms re-confirm +reconnaissance -> reconnaissance reconnaissances +reconnect -> reconnected reconnect reconnecting reconnects +re-connect -> re-connecting re-connected re-connect +reconnoitr -> reconnoitring reconnoitred +reconnoitre -> reconnoitre reconnoitring +reconquer -> reconquered reconquer reconquering +recon -> recon recons +reconsecrate -> reconsecrated reconsecrate +re-consider -> re-considered re-consider +reconsideration -> reconsideration reconsiderations +reconsider -> reconsider reconsidered reconsidering reconsiders +re-constitute -> re-constitute re-constituted +reconstituter -> reconstituter reconstituters +reconstitute -> reconstituted reconstitutes reconstitute reconstituting +reconstitution -> reconstitution reconstitutions +reconstruct -> reconstructed reconstruct reconstructs reconstructing +re-construct -> re-construct re-constructing +reconstruction -> reconstruction reconstructions +re-construction -> re-construction re-constructions +reconstrue -> reconstrued reconstruing reconstrue +recontact -> recontacted recontact +re-contact -> re-contacted re-contact +recontour -> recontours recontoured recontouring +re-contra -> re-contras re-contra +reconvene -> reconvene reconvenes +reconven -> reconvened reconvening +re-convert -> re-converting re-convert +reconvert -> reconvert reconverted reconverts reconverting +reconviction -> reconviction reconvictions +re-copy -> re-copying re-copy +recopy -> recopied recopying +record -> recording record recorded records +record-book -> record-books record-book +record-breaker -> record-breaker record-breakers +record-buyer -> record-buyer record-buyers +record-collector -> record-collectors record-collector +recorder -> recorder recorders +record-holder -> record-holder record-holders +recordist -> recordist recordists +record-keeper -> record-keepers record-keeper +record-player -> record-player record-players +recork -> recorking recorked +re-cost -> re-costing re-costed +recount -> recounts recounted recounting recount +re-count -> re-count re-counting +recoup -> recoup recouping recoups recouped +recourse -> recourse recourses +recovery -> recovery recoveries +recover -> recover recovering recovers recovered +re-cover -> re-covered re-covering re-cover +recreate -> recreates recreate +recreat -> recreating recreated +re-creat -> re-creating re-created +re-create -> re-create re-creates +recreation -> recreation recreations +re-creation -> re-creation re-creations +recriminate -> recriminating recriminate +recrimination -> recriminations recrimination +recross -> recrosses recrossed recross recrossing +re-cross -> re-crossed re-crossing re-cross re-crosses +recruit -> recruit recruited recruiting recruits +recruiter -> recruiters recruiter +recruitment -> recruitment recruitments +rectangle -> rectangle rectangles +rectification -> rectification rectifications +rectifier -> rectifier rectifiers +rectify -> rectified rectify rectifying rectifies +rectory -> rectory rectories +rector -> rector rectors +rectum -> rectum rectums +recumbent -> recumbent recumbents +recuperate -> recuperated recuperating recuperate recuperates +recur -> recur recurred recurs recurring +recurrence -> recurrences recurrence +recursion -> recursion recursions +recurve -> recurved recurve +recusant -> recusant recusants +recut -> recut recutting +re-cut -> re-cut re-cutting +recyclable -> recyclable recyclables +recycler -> recycler recyclers +recycle -> recycle recycles recycled +red-and-black -> red-and-black red-and-blacks +red-and-white -> red-and-white red-and-whites +redate -> redated redating +red-bed -> red-bed red-beds +red-black -> red-black red-blacks +redbreast -> redbreast redbreasts +red-brown -> red-brown red-browns +redcap -> redcaps redcap +redcoat -> redcoats redcoat +red-coat -> red-coats red-coat +redcross -> redcross redcrossed +redcurrant -> redcurrants redcurrant +redden -> reddening reddened redden reddens +redecorate -> redecorated redecorate redecorating redecorates +re-decorate -> re-decorating re-decorated +redecoration -> redecoration redecorations +re-dedicate -> re-dedicated re-dedicate +rededicate -> rededicated rededicating rededicate +redeemer -> redeemer redeemers +redeem -> redeemed redeeming redeems redeem +redefine -> redefines redefined redefine redefining +re-define -> re-define re-defined re-defining re-defines +redefinition -> redefinition redefinitions +re-definition -> re-definition re-definitions +redeliver -> redeliver redelivered +re-deliver -> re-delivering re-delivered re-deliver +redemption -> redemption redemptions +redeploy -> redeployed redeploy redeploying +re-deploy -> re-deploy re-deploying re-deployed +redeployment -> redeployment redeployments +redeposit -> redeposited redeposit +re-deposit -> re-depositing re-deposited +redescribe -> redescribing redescribe redescribed +re-describe -> re-describe re-describes +redesignate -> redesignating redesignated redesignate redesignates +redesignation -> redesignation redesignations +redesign -> redesign redesigned redesigning redesigns +re-design -> re-design re-designing re-designed +redetermination -> redeterminations redetermination +redetermine -> redetermining redetermined +redevelop -> redeveloped redevelop +re-develope -> re-developing re-developed +redevelopment -> redevelopment redevelopments +redface -> redfaced redface +redgill -> redgills redgill +redhead -> redhead redheads +red-head -> red-head red-heads +red-herring -> red-herring red-herrings +red-hot -> red-hot red-hottest +re-dial -> re-dialled re-dialling re-dial +redial -> redial redials +redi-hot -> redi-hot redi-hots +re-direct -> re-direct re-directed re-directing +redirect -> redirected redirecting redirect redirects +rediscount -> rediscount rediscounted rediscounting +re-discount -> re-discount re-discounting +rediscover -> rediscovered rediscover rediscovering rediscovers +re-discover -> re-discovering re-discovered re-discover +rediscovery -> rediscovery rediscoveries +redisplay -> redisplayed redisplay +re-distribute -> re-distributed re-distribute re-distributes re-distributing +redistribute -> redistribute redistributed redistributing redistributes +redistribution -> redistribution redistributions +re-divide -> re-divided re-divide +redivide -> redividing redivided +redivorce -> redivorce redivorced +redleg -> redlegs redleg +redline -> redline redlining +redneck -> redneck rednecks +red-neck -> red-neck red-necks +redner -> redners redner +redness -> redness rednesses +redo -> redoing redo +redouble -> redoubled redouble redoubling redoubles +re-double -> re-double re-doubled +redoubt -> redoubt redoubts +redound -> redound redounded +redpoint -> redpointed redpoint redpoints +red-point -> red-point red-pointing +redpoll -> redpoll redpolls +re-draft -> re-drafting re-drafted re-draft +redraft -> redraft redrafting redrafted redrafts +redraw -> redraw redrawn redrawing redraws +re-draw -> re-draw re-drawn re-drawing +re-dress -> re-dressing re-dressed +redresser -> redresser redressers +redress -> redress redresses redressed redressing +red -> red reds redder reddest redding redded +redshank -> redshank redshanks +red-shift -> red-shifts red-shift +redshift -> redshift redshifts +redskin -> redskin redskins +redstart -> redstarts redstart +red-tail -> red-tail red-tails +reduce -> reduced reduce reduces reducing +reducer -> reducer reducers +reductionism -> reductionism reductionisms +reductionist -> reductionists reductionist +reduction -> reduction reductions +reductivist -> reductivist reductivists +redundance -> redundance redundances +redundancy -> redundancy redundancies +reduplicate -> reduplicated reduplicating reduplicate reduplicates +redwing -> redwings redwing +redwood -> redwood redwoods +redworm -> redworms redworm +reebok -> reebok reeboks +re-echo -> re-echoed re-echo re-echoing +reedbed -> reedbed reedbeds +reed-bed -> reed-bed reed-beds +reedy -> reedy reedier +reed -> reed reeding reeds reeded +re-edit -> re-edit re-edited re-editing +reedling -> reedling reedlings +reed-thatch -> reed-thatches reed-thatch +re-educate -> re-educated re-educate re-educating +reed-warbler -> reed-warblers reed-warbler +reef -> reefs reef reefing reefed +reefer -> reefer reefers +reeky -> reeky reekies +reek -> reek reeks reeking reeked +re-elect -> re-elected re-elect re-electing +reel -> reels reeled reeling reel +reel-to-reel -> reel-to-reel reel-to-reels +re-embark -> re-embark re-embarked +re-embodiment -> re-embodiments re-embodiment +reemerge -> reemerge reemerged +re-emerge -> re-emerge re-emerges re-emerging re-emerged +re-emit -> re-emit re-emits re-emitted re-emitting +reemphasise -> reemphasise reemphasises reemphasised +re-emphasise -> re-emphasised re-emphasises re-emphasise re-emphasising +reemphasize -> reemphasize reemphasized reemphasizing +re-emphasize -> re-emphasize re-emphasizing re-emphasized +re-employ -> re-employed re-employing re-employ +reenact -> reenacting reenacted reenact +re-enact -> re-enacts re-enacted re-enacting re-enact +reenactment -> reenactments reenactment +re-enactment -> re-enactment re-enactments +re-encode -> re-encode re-encoded +re-encounter -> re-encounters re-encountering +re-energise -> re-energise re-energised re-energising +re-energize -> re-energize re-energizing re-energized +re-enforcement -> re-enforcement re-enforcements +re-enforce -> re-enforcing re-enforces re-enforced +re-engage -> re-engage re-engaged re-engaging +re-engagement -> re-engagement re-engagements +re-engineer -> re-engineered re-engineer +re-engine -> re-engine re-engining +re-enrich -> re-enriched re-enriching +reenter -> reentered reenter reenters reentering +re-enter -> re-entering re-entered re-enter re-enters +reep -> reep reeping +re-equip -> re-equip re-equipped re-equips re-equipping +re-erect -> re-erected re-erect re-erecting +re-establish -> re-establish re-established re-establishing re-establishes +reestablish -> reestablish reestablishing reestablished +re-estimate -> re-estimated re-estimating re-estimate re-estimates +reevaluate -> reevaluating reevaluate reevaluates +re-evaluate -> re-evaluating re-evaluate re-evaluated re-evaluates +reeve -> reeve reeves +re-evoke -> re-evoked re-evoke +re-evolve -> re-evolved re-evolve +re-examination -> re-examination re-examinations +reexamine -> reexamines reexamined reexamine reexamining +re-examine -> re-examined re-examining re-examine re-examines +re-exhibit -> re-exhibited re-exhibit +re-expand -> re-expand re-expanded re-expanding +re-experience -> re-experience re-experienced re-experiencing +re-explode -> re-exploding re-explode +re-export -> re-exports re-exported re-export re-exporting +re-expose -> re-exposed re-exposing +re-express -> re-expressing re-express re-expressed +ref -> refs ref +reface -> reface refaced +re-fashion -> re-fashioned re-fashion re-fashioning +refashion -> refashion refashioning refashioned +refasten -> refastened refasten +refectory -> refectory refectories +re-felt -> re-felting re-felt +refer -> referred refer referring refers refering refered +referee -> referee referees refereeing refereed +reference -> reference references referenced referencing +referendum -> referendum referendums referenda +referent -> referent referents +referral -> referrals referral +referrer -> referrer referrers +reff -> reff reffing +re-fight -> re-fighting re-fight +refile -> refile refiled +refill -> refill refilled refills +re-fil -> re-filled re-filling +refinance -> refinance refinanced +re-finance -> re-finance re-financed re-financing +refinancing -> refinancing refinancings +refine -> refined refine refining refines +refinement -> refinement refinements +refiner -> refiners refiner +refinery -> refinery refineries +re-finish -> re-finished re-finish +refinish -> refinish refinished refinishing +re-fire -> re-fired re-fire +refit -> refit refitted refitting refits +re-fit -> re-fit re-fitted re-fits +refix -> refixing refix refixed +reflate -> reflating reflate +reflect -> reflected reflect reflecting reflects +reflectance -> reflectance reflectances +reflection -> reflection reflections +reflective -> reflective reflectives +reflectogram -> reflectogram reflectograms +reflector -> reflector reflectors +reflex -> reflex reflexes +reflexion -> reflexion reflexions +reflexologist -> reflexologist reflexologists +refloat -> refloat refloating refloated +reflood -> reflooding reflood +refloor -> refloored reflooring +reflux -> reflux refluxed +refocuse -> refocuses refocused refocusing +refocuss -> refocussed refocussing +refold -> refolded refolding refold +re-fold -> re-folded re-folding +refondateur -> refondateur refondateurs +reforest -> reforested reforest reforesting +reformation -> reformation reformations +reformatory -> reformatory reformatories +re-format -> re-format re-formatted re-formatting +reformat -> reformat reformatting reformatted reformats +reformer -> reformers reformer +reformist -> reformists reformist +reform -> reform reforms reformed reforming +re-form -> re-form re-forms re-forming re-formed +reformulate -> reformulated reformulate reformulates reformulating +re-formulate -> re-formulate re-formulated +reformulation -> reformulation reformulations +refortify -> refortify refortified +refound -> refound refounded +re-found -> re-found re-founded +refract -> refracted refract refracts refracting +refraction -> refraction refractions +refractory -> refractory refractories +refractor -> refractor refractors +refrain -> refrain refrained refraining refrains +reframe -> reframed reframe reframing +refreeze -> refreezes refreeze refreezing +refresh -> refreshed refresh refreshes +refresher -> refresher refreshers +refreshment -> refreshment refreshments +refret -> refretted refret +re-fret -> re-fret re-fretted +refrigerant -> refrigerant refrigerants +refrigerate -> refrigerated refrigerate refrigerating +refrigerator -> refrigerator refrigerators +refuel -> refuelled refuel refuelling refuels +re-fuel -> re-fuelling re-fuel re-fuelled +refueller -> refuellers refueller +refugee -> refugees refugee +refuge -> refuge refuges +refunction -> refunctioning refunctions +refund -> refunding refund refunds refunded +refurb -> refurbs refurb +refurbish -> refurbished refurbish refurbishing refurbishes +re-furbish -> re-furbished re-furbish +refurbisher -> refurbishers refurbisher +refurbishment -> refurbishments refurbishment +refurnish -> refurnished refurnishing +refusal -> refusal refusals +refuse -> refusing refused refuse refuses refusest +refusenik -> refusenik refuseniks +refuser -> refusers refuser +refutation -> refutation refutations +refute -> refutes refute refuting refuted +re-gain -> re-gaining re-gain +regain -> regain regained regaining regains +regale -> regale regales regaled regaling +regalist -> regalist regalists +regal -> regal regals +regalvanise -> regalvanised regalvanising +regard -> regarded regard regards regarding +regarder -> regarders regarder +regather -> regathered regather +re-gather -> re-gathered re-gather +regatta -> regattas regatta +rege -> reges rege +regency -> regency regencies +regenerate -> regenerated regenerate regenerating regenerates +re-generate -> re-generating re-generated +regeneration -> regeneration regenerations +regenerator -> regenerators regenerator +regent -> regent regents +regia -> regia regias +regicide -> regicides regicide +regild -> regilded regild +regime -> regimes regime +regimen -> regimen regimens +regimental -> regimental regimentals +regiment -> regiment regiments regimented +region -> regions region +regionalisation -> regionalisation regionalisations +regionalism -> regionalism regionalisms +regionalist -> regionalists regionalist +regionalize -> regionalized regionalize +regional -> regional regionals +register -> registered register registers registering +registrant -> registrants registrant +registrar -> registrar registrars +registration -> registration registrations +registry -> registry registries +reglaze -> reglazes reglazing reglazed reglaze +reglue -> reglue regluing reglued +regognise -> regognises regognised +regrade -> regraded regrade +re-grade -> re-grade re-graded +regrading -> regrading regradings +re-grant -> re-granted re-grant +regrant -> regrant regranted regranting +regress -> regress regressing regresses regressed +regression -> regression regressions +regressor -> regressors regressor +regret -> regret regretted regretting regrets +regrind -> regrind regrinding +regroup -> regroups regroup regrouped regrouping +re-group -> re-grouped re-group re-grouping +regrow -> regrow regrown regrowing regrows +re-grow -> re-grow re-grows re-growing +reg -> reg regs +regularisation -> regularisation regularisations +regularise -> regularised regularise regularising regularises +regularity -> regularity regularities +regularization -> regularization regularizations +regularize -> regularizes regularized regularizing regularize +regular -> regular regulars +regulate -> regulate regulated regulating regulates +regulationist -> regulationists regulationist +regulation -> regulation regulations +regulator -> regulators regulator +regurgitate -> regurgitated regurgitates regurgitate regurgitating +regurgitation -> regurgitation regurgitations +rehabilitate -> rehabilitated rehabilitate rehabilitating rehabilitates +rehabilitation -> rehabilitation rehabilitations +rehang -> rehang rehanging +re-hang -> re-hang re-hanging +rehash -> rehashed rehashing rehash rehashes +rehearsal -> rehearsal rehearsals +rehearse -> rehearsed rehearsing rehearse rehearses +reheat -> reheated reheat reheats reheating +re-heat -> re-heat re-heated re-heating +re-hire -> re-hiring re-hire re-hired +rehire -> rehiring rehired rehire +rehome -> rehome rehomed rehomes rehoming +re-house -> re-housed re-house re-housing +rehouse -> rehouse rehoused rehousing +rehydrate -> rehydrate rehydrated +reichsmark -> reichsmark reichsmarks +reification -> reifications reification +reify -> reify reified reifying reifies +reignit -> reignited reigniting +reign -> reign reigns reigned reigning +reimagine -> reimagined reimagine +reimbursable -> reimbursable reimbursables +reimburse -> reimburse reimbursed reimbursing reimburses +re-imburse -> re-imburses re-imbursed re-imburse +reimbursement -> reimbursement reimbursements +reimer -> reimers reimer +re-implement -> re-implementing re-implement re-implements +re-import -> re-imported re-import +reimpose -> reimposed reimpose reimposing +re-impose -> re-imposed re-imposing re-impose +rein -> reined rein reins reining +reincarnate -> reincarnate reincarnated reincarnating reincarnates +reincarnation -> reincarnation reincarnations +reincorporate -> reincorporated reincorporate +re-incorporate -> re-incorporated re-incorporating +reindeer -> reindeer reindeers +re-index -> re-indexed re-indexing +reinfarct -> reinfarcts reinfarct +reinfarction -> reinfarction reinfarctions +reinfect -> reinfected reinfect +re-infect -> re-infect re-infected +rein-force -> rein-forcing rein-force +re-inforce -> re-inforced re-inforce re-inforcing re-inforces +reinforcement -> reinforcements reinforcement +re-inforcement -> re-inforcements re-inforcement +reinforcer -> reinforcer reinforcers +reinforce -> reinforced reinforcing reinforce reinforces +reinherit -> reinherit reinherited +reinject -> reinjected reinject +reinjure -> reinjuring reinjured +reinscribe -> reinscribing reinscribes reinscribe +reinscription -> reinscriptions reinscription +reinsert -> reinserted reinsert reinserting +re-insert -> re-inserted re-insert re-inserts re-inserting +re-inspect -> re-inspect re-inspecting +reinstal -> reinstalled reinstalling +re-instal -> re-installed re-installing +reinstall -> reinstall reinstalls +re-instate -> re-instated re-instate re-instating re-instates +reinstate -> reinstate reinstated reinstates reinstating +re-instatement -> re-instatement re-instatements +reinstitute -> reinstitute reinstituting +re-institute -> re-instituted re-instituting +re-insurance -> re-insurances re-insurance +reinsurance -> reinsurance reinsurances +reinsurer -> reinsurers reinsurer +reinsure -> reinsure reinsuring reinsured +reintegrate -> reintegrate reintegrated reintegrating reintegrates +re-integrate -> re-integrate re-integrating re-integrated +reinterpretation -> reinterpretation reinterpretations +re-interprete -> re-interpreting re-interpreted +reinterprete -> reinterpreted reinterpreting +reinterpret -> reinterpret reinterprets +re-inter -> re-inter re-interred +reinterview -> reinterviewed reinterview +re-interview -> re-interviewing re-interviewed re-interview re-interviews +reintroduce -> reintroduced reintroduce reintroducing reintroduces +re-introduce -> re-introduce re-introduced re-introducing re-introduces +reintroduction -> reintroduction reintroductions +reinvade -> reinvaded reinvading +reinvent -> reinvented reinventing reinvents reinvent +re-invent -> re-invented re-inventing re-invent +reinvest -> reinvesting reinvested reinvests +reinvestigate -> reinvestigated reinvestigate reinvestigating +re-investigate -> re-investigating re-investigate +re-investigation -> re-investigation re-investigations +re-invest -> re-invested re-investing re-invest +reinvestment -> reinvestment reinvestments +reinvigorate -> reinvigorate reinvigorated reinvigorating +re-invigorate -> re-invigorate re-invigorated +reinvoke -> reinvoked reinvoking reinvoke +reissue -> reissues reissued reissue reissuing +re-issue -> re-issue re-issues re-issued re-issuing +re-iterate -> re-iterating re-iterated re-iterate re-iterates +reiterate -> reiterate reiterates reiterated reiterating +reiteration -> reiteration reiterations +reiver -> reivers reiver +reive -> reiving reives +reject -> rejected reject rejects rejecting +rejectionist -> rejectionist rejectionists +rejection -> rejection rejections +re-jig -> re-jigged re-jig re-jigs +rejig -> rejig rejigging rejigged +rejoice -> rejoices rejoicing rejoiced rejoice +rejoin -> rejoined rejoin rejoins rejoining +rejoinder -> rejoinder rejoinders rejoindered +re-join -> re-join re-joined re-joining +rejoycing -> rejoycing rejoycings +rejudge -> rejudge rejudged +rejuvenate -> rejuvenate rejuvenated rejuvenating rejuvenates +rejuvenation -> rejuvenation rejuvenations +rejuvenator -> rejuvenators rejuvenator +re-keyboard -> re-keyboarding re-keyboarded +re-key -> re-keyed re-keying re-key +re-kindle -> re-kindled re-kindle +rekindle -> rekindled rekindling rekindle rekindles +reknit -> reknit reknitted +relabel -> relabel relabelling relabelled +relay -> relay relaid relaying relayed relays +relapse -> relapse relapses relapsing relapsed +relate -> relating related relate relates +relation -> relations relation +relationship -> relationships relationship +relation-ship -> relation-ships relation-ship +relative -> relative relatives +relativise -> relativising relativised +relativist -> relativist relativists +relativity -> relativity relativities +relativize -> relativize relativizing relativizes relativized +relaunch -> relaunching relaunch relaunched relaunches +re-launch -> re-launch re-launched re-launching re-launches +relaxant -> relaxant relaxants +relaxation -> relaxation relaxations +relax -> relaxed relaxes relax relaxing +re-lay -> re-laid re-lay re-layed re-lays +relearn -> relearn relearning relearns relearned +re-learn -> re-learn re-learning +release -> releases release released releasing +releaser -> releaser releasers +relegate -> relegate relegated relegating relegates +relegation -> relegation relegations +relent -> relents relenting relent relented +relet -> relet reletting +re-let -> re-let re-letting +relevance -> relevance relevances +relevancy -> relevancy relevancies +reliability -> reliability reliabilities +reliable -> reliable reliables +relic -> relics relic +relicense -> relicensing relicense +relict -> relicts relict +relief -> relief reliefs +rely -> rely relies relied relying +relieve -> relieve relieved relieving relieves +reliever -> reliever relievers +relight -> relight relighting relights +religion -> religion religions +reline -> relining relined +re-line -> re-line re-lining +relinquish -> relinquishing relinquished relinquish relinquishes +reliquary -> reliquary reliquaries +relish -> relished relish relishing relishes +relist -> relisted relist relisting +re-litigate -> re-litigated re-litigate re-litigating +relive -> relive reliving relives relived +re-live -> re-live re-living re-lived re-lives +relly -> rellies relly +reload -> reloading reload reloaded reloads +re-load -> re-load re-loaded re-loads +relocate -> relocate relocated relocating relocates +re-locate -> re-locating re-located re-locate +relocation -> relocation relocations +re-location -> re-location re-locations +relock -> relocked relock relocking +re-look -> re-looking re-look +remake -> remake remade remaking remakes +re-make -> re-make re-made re-making +remain -> remained remain remains remaining +remainder -> remainder remainders remaindering remaindered +remaine -> remaines remaine +remand -> remanded remand remands remanding +remanence -> remanence remanences +reman -> reman remans +remanufacture -> remanufacturing remanufactured remanufacture remanufactures +remap -> remapping remapped +remark -> remarks remark remarked remarking +re-mark -> re-mark re-marked +remarketer -> remarketers remarketer +remarriage -> remarriage remarriages +re-marry -> re-marry re-married +remarry -> remarried remarry remarries remarrying +remaster -> remastered remastering remaster +remeasure -> remeasured remeasuring remeasure +remedial -> remedial remedials +remediate -> remediating remediate +remedy -> remedy remedies remedied remedying +re-melt -> re-melted re-melting +remember -> remember remembers remembered remembering +remembrancer -> remembrancers remembrancer +remembrance -> remembrance remembrances +reminder -> reminder reminders +remind -> remind reminds reminded reminding +reminisce -> reminiscing reminisced reminisce reminisces +reminiscence -> reminiscences reminiscence +remise -> remise remises +remission -> remission remissions +remittance -> remittance remittances +remit -> remit remitted remits remitting +remix -> remixed remix remixing remixes +re-mix -> re-mix re-mixed re-mixes +remixer -> remixers remixer +remnant -> remnant remnants +remobilize -> remobilized remobilizing +remodel -> remodel remodelled remodelling +re-model -> re-modelled re-modelling +remonstrance -> remonstrance remonstrances +remonstrate -> remonstrate remonstrated remonstrating remonstrates +remonstration -> remonstrations remonstration +remortgage -> remortgages remortgage remortgaged remortgaging +re-mortgage -> re-mortgaging re-mortgage re-mortgaged +remote -> remote remoter remotest +remotivate -> remotivate remotivated remotivating +remould -> remoulding remoulded remould +remount -> remounted remounting remount remounts +removable -> removable removables +removal -> removal removals +remover -> remover removers +remove -> removed removing remove removes +rem -> rem rems remmed +remunerate -> remunerated remunerate remunerating remunerates +remuneration -> remuneration remunerations +remuster -> remustered remuster +renaissance -> renaissance renaissances +rename -> renamed renaming rename renames +re-name -> re-named re-naming re-name +rena -> rena renas +renascian -> renascian renascians +renationalise -> renationalising renationalised renationalise +re-nationalize -> re-nationalizing re-nationalize +renationalize -> renationalize renationalized +rencontre -> rencontres rencontre +renderer -> renderer renderers +render -> render renders rendered rendering +rendezvouse -> rendezvoused rendezvousing +rend -> rend rending rends +rendition -> renditions rendition +renegade -> renegade renegades +renege -> reneged renege reneging reneges +renegotiate -> renegotiate renegotiated renegotiating renegotiates +re-negotiate -> re-negotiate re-negotiated re-negotiating +renegotiation -> renegotiation renegotiations +renewable -> renewable renewables +renewal -> renewal renewals +renew -> renew renewed renewing renews +renishaw -> renishaw renishaws +renoir -> renoir renoirs +renominate -> renominate renominated +renounce -> renounced renounce renouncing renounces +renovate -> renovated renovate renovating renovates +renovation -> renovation renovations +renovator -> renovators renovator +renshaw -> renshaw renshaws +rent -> rented rent rents renting +rental -> rental rentals +rent-a-mob -> rent-a-mob rent-a-mobs +rentcharge -> rentcharge rentcharges +rent-collector -> rent-collector rent-collectors +renter -> renters renter +rentier -> rentier rentiers +rents-to-mortgage -> rents-to-mortgages rents-to-mortgage +renumber -> renumber renumbered renumbering +renunciation -> renunciation renunciations +re-occupy -> re-occupied re-occupy +reoccupy -> reoccupied reoccupying reoccupy +reoccur -> reoccurs reoccur reoccurring reoccurred +reoccurrence -> reoccurrence reoccurrences +re-occur -> re-occur re-occurs re-occurring +reoffend -> reoffending reoffend reoffends reoffended +re-offend -> re-offended re-offend re-offending +re-offer -> re-offer re-offered +reopen -> reopened reopen reopening reopens +re-open -> re-open re-opened re-opening re-opens +reorder -> reordering reordered reorder reorders +re-order -> re-order re-ordered re-ordering re-orders +reorganisation -> reorganisation reorganisations +re-organisation -> re-organisation re-organisations +re-organise -> re-organising re-organise re-organised re-organises +reorganise -> reorganise reorganising reorganised reorganises +reorganization -> reorganizations reorganization +re-organization -> re-organization re-organizations +reorganize -> reorganized reorganize reorganizing +re-organize -> re-organize re-organized re-organizing +re-orient -> re-oriented re-orient +reorientate -> reorientating reorientated reorientate +re-orientate -> re-orientated re-orientating re-orientate +reorient -> reorient reorienting reoriented +re-oxygenate -> re-oxygenate re-oxygenated +repa -> repas repa +re-package -> re-packaged re-package +repackage -> repackaged repackaging repackage repackages +repack -> repacking repacked repack +repay -> repay repaid repaying repays repayed +repaint -> repainting repainted repaint repaints +re-paint -> re-paint re-painting re-painted +repairer -> repairer repairers +repair -> repaired repairing repair repairs +repairman -> repairman repairmen +re-pair -> re-pair re-pairs +re-pallete -> re-palleting re-palleted +re-palletize -> re-palletizing re-palletize +repaper -> repapered repapering +reparation -> reparation reparations +repartition -> repartition repartitioned repartitioning +re-pass -> re-pass re-passed +repass -> repass repassing repassed +repast -> repast repasts +repatriate -> repatriating repatriate repatriated repatriates +repatriation -> repatriation repatriations +repave -> repaved repaving repave +repayment -> repayment repayments +repeal -> repeal repealed repealing repeals repealling +repealer -> repealers repealer +repeater -> repeaters repeater +repeat -> repeats repeating repeated repeat +repechage -> repechage repechages +repect -> repected repects repect +repellant -> repellants repellant +repellent -> repellent repellents +repel -> repel repelling repels repelled +repent -> repent repenting repents repented +repeople -> repeopling repeopled +repercussion -> repercussions repercussion +reperform -> reperforms reperformed +repertoire -> repertoire repertoires +repertory -> repertory repertories +repesent -> repesents repesent +repetition -> repetition repetitions +rephotograph -> rephotographing rephotographed rephotograph +re-photograph -> re-photographing re-photographed +rephrase -> rephrase rephrased rephrasing rephrases +re-phrase -> re-phrase re-phrased re-phrasing +repine -> repined repining repine +repin -> repin repinned +replacement -> replacement replacements +replacer -> replacer replacers +replace -> replace replacing replaced replaces +re-place -> re-placed re-placing +replan -> replan replanning replanned +re-plan -> re-planned re-planning +replant -> replant replanting replanted +re-plant -> re-planted re-planting re-plant +replaster -> replastering replaster replastered +replay -> replays replay replaying replayed +replenish -> replenished replenish replenishing replenishes +replenishment -> replenishment replenishments +replete -> replete repletes +replica -> replicas replica +replicant -> replicant replicants +replicate -> replicated replicate replicates replicating +replication -> replication replications +replicator -> replicators replicator +replot -> replotting replot +reply -> replies reply replied replying replyed replys +re-point -> re-pointing re-pointed +repoint -> repoint repointing repointed +repolish -> repolished repolish +repoman -> repoman repomen +reponse -> reponse reponses +repopulate -> repopulate repopulated repopulating +report-back -> report-back report-backs +report -> report reported reports reporting +reporter -> reporters reporter +repo -> repo repos +repose -> reposing repose reposes reposed +re-pose -> re-posing re-pose +reposition -> repositioned reposition repositioning +re-position -> re-positioned re-position re-positions re-positioning +repository -> repository repositories +repossess -> repossessed repossess repossessing +re-possess -> re-possessed re-possess +repossession -> repossession repossessions +re-possession -> re-possession re-possessions +repost -> reposted repost +repot -> repot repotting repotted +re-pot -> re-pot re-potting +re-prescription -> re-prescriptions re-prescription +represent -> represents represent representing represented +representation -> representation representations +re-presentation -> re-presentation re-presentations +representative -> representative representatives +re-present -> re-presents re-presenting re-presented re-present +repress -> repressing repress represses +repression -> repression repressions +repressor -> repressors repressor +reprice -> repricing reprice +reprieve -> reprieve reprieved reprieves reprieving +reprimand -> reprimand reprimanded reprimands reprimanding +reprint -> reprinted reprint reprints reprinting +re-print -> re-print re-printed re-printing +re-prioritisation -> re-prioritisation re-prioritisations +reprisal -> reprisals reprisal +reprise -> reprised reprises reprise reprising +reprivatize -> reprivatized reprivatize +reproach -> reproach reproaches reproached reproaching +reprobate -> reprobate reprobates +reprocess -> reprocessed reprocess reprocesses +re-process -> re-process re-processed +reprocessor -> reprocessors reprocessor +re-produce -> re-producing re-produced re-produce +reproducer -> reproducer reproducers +reproduce -> reproduced reproducing reproduce reproduces +reproduction -> reproductions reproduction +reproductive -> reproductive reproductives +reprofile -> reprofiling reprofiled reprofile +reprogram -> reprogrammed reprogramming reprogram +reprographic -> reprographics reprographic +reproof -> reproof reproofing reproofs reproofed +re-propose -> re-proposed re-proposing +reprove -> reproves reproved reprove reproving +re-provision -> re-provisioned re-provision +reprovision -> reprovision reprovisioning +rep -> rep reps repped repping +reptation -> reptation reptations +reptile -> reptiles reptile +reptilian -> reptilian reptilians +republican -> republicans republican +republic -> republic republics +republish -> republished republish republishes republishing +repudiate -> repudiated repudiate repudiates repudiating +repudiation -> repudiations repudiation +repulse -> repulsed repulses repulse repulsing +repulsion -> repulsion repulsions +re-purchase -> re-purchased re-purchase re-purchasing +repurchase -> repurchase repurchases repurchased repurchasing +reputation -> reputation reputations +repute -> reputed repute reputing +requalify -> requalifying requalify +re-qualify -> re-qualified re-qualify +request -> requests request requested requesting +requester -> requesters requester +requestor -> requestors requestor +requiem -> requiem requiems +require -> require required requires requiring +requirement -> requirements requirement +requisite -> requisite requisites +requisition -> requisitions requisition requisitioning requisitioned +requre -> requred requring +reread -> reread rereading rereads +re-read -> re-read re-reading re-reads +rerecord -> rerecording rerecorded +re-record -> re-record re-recorded re-recording +re-referral -> re-referral re-referrals +reregister -> reregistered reregister +re-register -> re-registered re-register re-registering re-registers +re-registration -> re-registration re-registrations +re-regulate -> re-regulate re-regulating +re-rehearse -> re-rehearsing re-rehearse +re-release -> re-release re-released re-releases re-releasing +rerelease -> rereleased rereleases rerelease +re-rig -> re-rig re-rigged re-rigging +re-roof -> re-roof re-roofed re-roofing +reroof -> reroof reroofing reroofed +reroute -> reroutes reroute +re-route -> re-route re-routeing re-routing +rerout -> rerouted rerouting +rerun -> rerun rerunning reruns +re-run -> re-run re-runs re-running +re -> re res +resale -> resale resales +rescale -> rescaling rescale rescaled +re-scale -> re-scaled re-scale re-scaling re-scales +reschedule -> rescheduling rescheduled reschedule +re-schedule -> re-scheduled re-scheduling re-schedule +rescind -> rescind rescinded rescinding rescinds +rescore -> rescore rescored rescoring +rescreen -> rescreening rescreened +rescript -> rescript rescripts rescripted +rescue -> rescued rescue rescuing rescues +rescuer -> rescuer rescuers +re-seal -> re-seal re-sealed re-sealing +reseal -> reseal resealing resealed reseals +research -> researched research researches researching +researcher -> researcher researchers +reseat -> reseated reseating +resect -> resected resecting resect +resection -> resection resections +re-secure -> re-secured re-secure +resecure -> resecure resecured +re-see -> re-seeing re-see +reseed -> reseeded reseeding reseeds reseed +re-seed -> re-seeded re-seeding +reselect -> reselect reselected +reselection -> reselection reselections +re-selection -> re-selection re-selections +re-sell -> re-sold re-sell re-sells +reseller -> reseller resellers +resell -> resell reselling resells +resemblance -> resemblance resemblances +resemble -> resembles resemble resembled resembling +resent -> resented resent resenting resents +resentence -> resentencing resentenced +re-sentence -> re-sentenced re-sentencing +resentment -> resentment resentments +reservation -> reservation reservations +reserve -> reserved reserve reserving reserves +reservist -> reservists reservist +reservoir -> reservoir reservoirs reservoired +reset -> reset resets resetting +re-set -> re-set re-setting +resettle -> resettling resettle resettled resettles +re-settle -> re-settled re-settle +resettlement -> resettlement resettlements +reshape -> reshaping reshaped reshapes reshape +re-shape -> re-shape re-shaping re-shaped +resharpen -> resharpened resharpening +re-shoot -> re-shoot re-shooting +re-shuffle -> re-shuffle re-shuffled +reshuffle -> reshuffle reshuffling reshuffles reshuffled +residence -> residence residences +residency -> residency residencies +residential -> residential residentials +resident -> resident residents +reside -> resides residing reside resided +residual -> residual residuals +residue -> residue residues +resign -> resigning resign resigned resigns +re-sign -> re-signing re-sign re-signed +resignal -> resignal resignalled +resignation -> resignation resignations +resile -> resiled resile +re-silver -> re-silvering re-silver +resin -> resin resins +resistance -> resistance resistances +resistate -> resistate resistates +resist -> resist resisted resisting resists +resister -> resisters resister +resistivity -> resistivity resistivities +resistor -> resistor resistors +resit -> resiting resited resit resitting resits +re-sit -> re-siting re-sited re-sit re-sits +re-size -> re-sized re-size re-sizing +resize -> resizing resized resize +resold -> resold resolder +resole -> resole resoled resoling +resolute -> resolute resolutes +resolution -> resolution resolutions +resolve -> resolving resolve resolved resolves +resolver -> resolver resolvers +resonance -> resonances resonance +resonate -> resonated resonate resonating resonates +resonator -> resonator resonators +resophonic -> resophonics resophonic +re-sort -> re-sorting re-sort re-sorted +resort -> resort resorting resorts resorted +resound -> resound resounds resounded +resource -> resource resources resourced resourcing +respecify -> respecifying respecified respecify respecifies +re-specify -> re-specified re-specifying re-specifies +respectable -> respectable respectables +respect -> respect respected respects respecting +respecter -> respecters respecter +respiration -> respiration respirations +respirator -> respirator respirators +respire -> respire respires respired respiring +respite -> respite respites +respit -> respited respiting +respondent -> respondents respondent +responder -> responder responders +respond -> respond responding responded responds +response -> responses response responsed +responsibility -> responsibility responsibilities +responsory -> responsory responsories +respray -> respray resprayed respraying +resprout -> resprouts resprout +restack -> restacking restacked restack +restaff -> restaffing restaffed +restage -> restaged restage restaging +re-stage -> re-staged re-staging +re-start -> re-started re-start re-starts re-starting +restart -> restart restarted restarting restarts +restatement -> restatement restatements +re-state -> re-state re-states re-stating re-stated +restate -> restates restating restate restated +restaurant -> restaurant restaurants +restaurateur -> restaurateur restaurateurs +rest-house -> rest-houses rest-house +restimulate -> restimulate restimulated +resting-place -> resting-place resting-places +restitution -> restitution restitutions +restock -> restocking restock restocked +re-stock -> re-stock re-stocking re-stocked +restoration -> restoration restorations +restorative -> restorative restoratives +restore -> restored restore restoring restores +restorer -> restorers restorer +restr -> restring restr +restrain -> restrained restraining restrain restrains +restraint -> restraint restraints +restreint -> restreint restreints +restress -> restressed restress +restretch -> restretch restretching +restrict -> restricted restricting restrict restricts +restriction -> restrictions restriction +restrictor -> restrictors restrictor +restructure -> restructured restructure restructures +re-structure -> re-structure re-structured +restructuring -> restructuring restructurings +rest -> rest rests rested resting +restudy -> restudies restudy restudied +restyle -> restyle restyled restyling +re-style -> re-style re-styled re-styles +resubmission -> resubmission resubmissions +re-submit -> re-submitted re-submit +resubmit -> resubmitted resubmitting resubmit +resuit -> resuit resuited resuiting +resultant -> resultant resultants +result -> result resulting resulted results +resume -> resumed resumes resume resuming +resumption -> resumption resumptions +resupply -> resupply resupplied resupplying +resurface -> resurfacing resurfaces resurfaced resurface +re-surface -> re-surfaces re-surfacing re-surface re-surfaced +resurgence -> resurgence resurgences +resurrect -> resurrecting resurrect resurrected resurrects +resurrectionist -> resurrectionists resurrectionist +resurrection -> resurrection resurrections +resurvey -> resurveying resurveyed resurveys resurvey +resuscitate -> resuscitating resuscitates resuscitate resuscitated +resuscitation -> resuscitation resuscitations +re-suspend -> re-suspend re-suspended +resuspend -> resuspended resuspending resuspend +re-table -> re-tabling re-table +retable -> retable retables retabled +retailer -> retailers retailer +retail -> retail retails retailing retailed +retainer -> retainers retainer +retain -> retain retains retained retaining +re-take -> re-take re-takes re-taking +retake -> retake retaking retakes +retaliate -> retaliate retaliating retaliated retaliates +retaliation -> retaliation retaliations +retardant -> retardants retardant +retard -> retard retarding retards +retch -> retch retched retching +retell -> retell retells retelling +re-tender -> re-tender re-tendering re-tendered +retentionist -> retentionists retentionist +retention -> retention retentions +retest -> retesting retested retest +re-test -> re-test re-tested re-testing +rethink -> rethinking rethink rethinks +re-think -> re-think re-thinking +rethread -> rethread rethreaded +reticence -> reticence reticences +reticule -> reticules reticule +reticulocyte -> reticulocyte reticulocytes +rety -> reties retied retying +retighten -> retightened retighten +re-tighten -> re-tightened re-tighten +retile -> retiling retile retiled +re-tile -> re-tiled re-tiling re-tile +retime -> retimed retime +retina -> retina retinas retinae +retinue -> retinue retinues +retiral -> retiral retirals +retire -> retired retire retiring retires +retiree -> retirees retiree +retirement-age -> retirement-age retirement-ages +retirement -> retirement retirements +re-title -> re-titled re-title re-titling +retitle -> retitle retitled +re-tell -> re-tell re-told re-tells +retool -> retooling retool retooled retools +retort -> retorted retort retorts retorting +retouch -> retouch retouched retouching retouches +retrace -> retrace retracing retraced retraces +re-trace -> re-traced re-tracing re-trace +retrack -> retrack retracked +retract -> retract retracting retracted retracts +retraction -> retraction retractions +retractor -> retractor retractors +re-train -> re-train re-trained +retrain -> retrained retraining retrain +retransfer -> retransfer retransferring +retranslate -> retranslating retranslate +retransmission -> retransmissions retransmission +retransmit -> retransmitted retransmit retransmits +re-transmit -> re-transmit re-transmitting +retread -> retread retreads +retreatant -> retreatant retreatants +retreat -> retreat retreated retreating retreats +retreatment -> retreatments retreatment +retrench -> retrench retrenching retrenched +retrenchment -> retrenchment retrenchments +retrial -> retrial retrials +re-trial -> re-trial re-trials +retribution -> retribution retributions +retributivist -> retributivist retributivists +retry -> retry retries retried retrying +retrieval -> retrieval retrievals +retrieve -> retrieved retrieve retrieving retrieves +retriever -> retriever retrievers +re-trigger -> re-trigger re-triggers +retrobolt -> retrobolted retrobolt +retrofit -> retrofit retrofitted retrofitting retrofits +retro-fit -> retro-fit retro-fitted +retrograde -> retrograde retrogrades +retrogress -> retrogress retrogressed +retro -> retro retros +retrospect -> retrospects retrospect +retrospection -> retrospection retrospections +retrospective -> retrospective retrospectives +re-try -> re-tried re-try +ret -> ret rets +re-tube -> re-tubed re-tube +retune -> retuned retune retuning +re-tune -> re-tuning re-tune re-tuned +return -> returning returned return returns +returnee -> returnees returnee +returner -> returner returners +returne -> returne returnes +re-ty -> re-tied re-tying +retyp -> retyping retyped +re-typ -> re-typing re-typed +re-tyr -> re-tyred re-tyring +reunify -> reunify reunified +reunion -> reunion reunions +re-union -> re-union re-unions +re-unite -> re-unites re-unite +reunite -> reunited reunites reunite +re-unit -> re-united re-uniting +re-upholster -> re-upholstered re-upholster +re-use -> re-use re-used re-using re-uses +reuse -> reuse reusing reused reuses +reuter -> reuter reuters +revalidate -> revalidates revalidated revalidate +revaluation -> revaluation revaluations +revalue -> revalued revalue revaluing revalues +revalve -> revalve revalving +revamp -> revamped revamp revamping revamps +re-vamp -> re-vamping re-vamped re-vamp re-vamps +revarnish -> revarnished revarnish +reveal -> revealed revealing reveal reveals revealled +revegetate -> revegetated revegetate +reveiw -> reveiws reveiwed reveiwing reveiw +revelation -> revelation revelations +reveller -> revellers reveller +revel -> revel revelling revels revelled +revelry -> revelry revelries +revenant -> revenant revenants +revenge -> revenge revenged revenges +revenger -> revenger revengers +revenue-earner -> revenue-earner revenue-earners +revenue -> revenue revenues +reverb -> reverbs reverb +reverberate -> reverberates reverberate reverberated reverberating +reverberation -> reverberations reverberation +reverence -> reverence reverences reverenced reverencing +reverend -> reverend reverends +revere -> revere reveres +reverie -> reveries reverie +rever -> revered revering rever revers +reversal -> reversal reversals +reverse -> reversed reverse reverses reversing +reverse- -> reverse-s reverse- +reverse-punch -> reverse-punching reverse-punch +reverser -> reverser reversers +reversioner -> reversioners reversioner +reversion -> reversion reversions +revertant -> revertants revertant +revert -> revert reverts reverted reverting +revetment -> revetment revetments +review-article -> review-article review-articles +review -> review reviewed reviews reviewing +reviewer -> reviewer reviewers +re-view -> re-view re-viewing +revile -> reviled revile reviling +revise -> revised revise revising revises +reviseur -> reviseurs reviseur +re-vision -> re-visioned re-vision re-visioning +revisionist -> revisionist revisionists +revision -> revision revisions +re-visit -> re-visit re-visited re-visits re-visiting +revisit -> revisits revisiting revisit revisited +revitalise -> revitalise revitalised revitalising revitalises +revitaliser -> revitaliser revitalisers +revitalize -> revitalize revitalizes revitalizing revitalized +revivalist -> revivalists revivalist +revival -> revival revivals +revive -> revive revived reviving revives +reviver -> reviver revivers +revivify -> revivify revivified revivifying +revocation -> revocation revocations +revoke -> revoked revoke revoking revokes +revolt -> revolt revolted revolts revolting +revolucionaria -> revolucionaria revolucionarias +revolutionary -> revolutionary revolutionaries +revolu-tionary -> revolu-tionary revolu-tionaries +revolutionise -> revolutionising revolutionise revolutionised revolutionises +revolutionize -> revolutionized revolutionize revolutionizing +revolutionnaire -> revolutionnaire revolutionnaires +revolution -> revolution revolutions +revolver -> revolver revolvers +revolve -> revolves revolving revolved revolve +revue -> revue revues +revulsion -> revulsion revulsions +rev -> rev revved revs revving +re-walk -> re-walking re-walk +reward -> rewards reward rewarded rewarding +rewasher -> rewashering rewashered +re-wash -> re-wash re-washing +re-weigh -> re-weigh re-weighed +reweld -> rewelding rewelded +re-wheel -> re-wheeled re-wheeling +rewind -> rewind rewinding rewinds +rewire -> rewiring rewire rewired rewires +reword -> reworded reword +rewording -> rewording rewordings +rework -> rework reworked reworks reworking +re-work -> re-work re-working re-worked +re-wrap -> re-wrap re-wrapped +rewrap -> rewrapped rewraps rewrap +re-writ -> re-writing re-writ +rewrite -> rewritten rewrite rewrites +re-write -> re-write re-writes +reyburn -> reyburn reyburns +reynard -> reynard reynards +rezon -> rezoned rezoning +rhabdom -> rhabdom rhabdoms +rhapsody -> rhapsody rhapsodies +rhapsodise -> rhapsodised rhapsodise rhapsodising +rhapsodize -> rhapsodizes rhapsodize rhapsodizing rhapsodized +rha -> rha rhas +rhea -> rhea rheas +rheinhold -> rheinhold rheinholds +rheme -> rhemes rheme +rhetorical -> rhetorical rhetoricals +rhetorician -> rhetorician rhetoricians +rhetoric -> rhetoric rhetorics +rheumatic -> rheumatic rheumatics +rheumatologist -> rheumatologists rheumatologist +rheum -> rheum rheums +rhime -> rhimes rhime +rhinelander -> rhinelanders rhinelander +rhine -> rhine rhines +rhinestone -> rhinestone rhinestones +rhinog -> rhinog rhinogs +rhino -> rhino rhinos +rhizome -> rhizomes rhizome +rhodesian -> rhodesian rhodesians +rhodian -> rhodian rhodians +rhododendron -> rhododendrons rhododendron +rhodopsin -> rhodopsins rhodopsin +rhomboid -> rhomboids rhomboid +rhombomere -> rhombomere rhombomeres +rhubarb -> rhubarb rhubarbed +rhyme -> rhyme rhymes +rhymester -> rhymester rhymesters +rhynchonellid -> rhynchonellid rhynchonellids +rhynchosaur -> rhynchosaur rhynchosaurs +rhyne -> rhynes rhyne +rhyolite -> rhyolite rhyolites +rhythmicity -> rhythmicity rhythmicities +rhythmic -> rhythmic rhythmics +rhythm -> rhythm rhythms +rhyton -> rhyton rhytons +ria -> rias ria +rial -> rial rials +rib -> ribs rib ribbing ribbed +ribaldry -> ribaldry ribaldries +riband -> riband ribands +ribber -> ribber ribbers +ribbon -> ribbons ribbon ribboning +ribonucleotide -> ribonucleotide ribonucleotides +ribopattern -> ribopatterns ribopattern +riboprobe -> riboprobe riboprobes +ribosome -> ribosome ribosomes +ribotype -> ribotypes ribotype +ribozyme -> ribozyme ribozymes +rican -> rican ricans +rice-cake -> rice-cakes rice-cake +ricefield -> ricefield ricefields +rice-field -> rice-field rice-fields +rice-paddy -> rice-paddy rice-paddies +ricercar -> ricercars ricercar +rice -> rice rices +rich -> rich richer richest +riching -> riching richings +richness -> richness richnesses +rick -> rick ricks ricked +rickshaw -> rickshaws rickshaw +ricochet -> ricochets ricocheted ricochet ricochetted +ricot -> ricot ricots +riddiford -> riddiford riddifords +riddim -> riddim riddims +rid -> rid ridding rids +riddle -> riddled riddles riddling riddle +rider -> rider riders +ridge -> ridges ridge ridging +ridgeback -> ridgeback ridgebacks +ridge-line -> ridge-line ridge-lines +ridge-walk -> ridge-walk ridge-walks +ridgeway -> ridgeway ridgeways +ridicule -> ridiculed ridicule ridicules ridiculing +riding-crop -> riding-crop riding-crops +ridley -> ridleys ridley +rie -> ried rie +riel -> riels riel +riesling -> riesling rieslings +riff -> riffed riff riffs riffing +riffle -> riffled riffle riffling riffles +rifleman -> rifleman riflemen +rifle-pit -> rifle-pits rifle-pit +rifle -> rifle rifles rifled rifling +rift -> rift rifts rifting rifted +rig -> rigged rig rigging rigs +rigger -> rigger riggers +riggit -> riggit riggits +rigg -> rigg riggs +right-angle -> right-angles right-angle +right-back -> right-back right-backs +right-hander -> right-hander right-handers +rightist -> rightist rightists +right-off -> right-off right-offs +right-on -> right-on right-ons +right -> right rights righting righted righter rightest +rightsize -> rightsizing rightsize +rightwing -> rightwing rightwinger +right-winger -> right-wingers right-winger +rigidify -> rigidified rigidify rigidifying +rigidity -> rigidity rigidities +rigmarole -> rigmarole rigmaroles +rigorist -> rigorists rigorist +rigor -> rigor rigors +rigour -> rigour rigours +rile -> rile riled riles riling +rill -> rill rilled rills +rillette -> rillettes rillette +rim -> rimmed rim rims rimming +rime -> rime rimes rimed +rind -> rind rinds rinded +rine -> rines rine +ring -> rings ring ringing rang rung +ringdove -> ringdove ringdoves +ringer -> ringer ringers +ringe -> ringed ringes ringe +ringfence -> ringfenced ringfence +ringgit -> ringgit ringgits +ring-handle -> ring-handle ring-handles +ring-leader -> ring-leaders ring-leader +ringleader -> ringleader ringleaders +ringlet -> ringlets ringlet ringletted +ringmaster -> ringmaster ringmasters +ringo -> ringo ringos +ring-pull -> ring-pulls ring-pull +ringsider -> ringsiders ringsider +ring-tail -> ring-tails ring-tail +ringway -> ringway ringways +ringwork -> ringworks ringwork +ringworm -> ringworm ringworms +rink -> rink rinks rinking +rinse -> rinse rinsed rinses rinsing +r-interval -> r-interval r-intervals +riot -> riots riot rioted rioting +rioter -> rioters rioter +rip -> ripped rip ripping rips +riparian -> riparian riparians +ripcord -> ripcord ripcords +ripen -> ripen ripened ripening ripens +ripe -> ripe ripest riper +ripoff -> ripoffs ripoff +rip-off -> rip-off rip-offs +ripost -> ripost riposted +riposte -> riposte ripostes +ripper -> ripper rippers +ripple -> ripples ripple rippled rippling +riptide -> riptide riptides +risco -> riscos risco +rise -> risen rise rising rose rises +riser -> risers riser +risky -> risky riskiest riskier +risk -> risk risks risked risking +risk-taker -> risk-takers risk-taker +rissole -> rissoles rissole +rist -> rists rist +rit -> riting rit ritting +rite -> rite rites +ritornello -> ritornello ritornellos +ritter -> ritter ritters +ritt -> ritt ritts +ritualise -> ritualise ritualises +ritualist -> ritualists ritualist +ritual -> ritual rituals +ritzy -> ritzy ritzier +rivale -> rivale rivaling +rivalry -> rivalries rivalry +rival -> rival rivals rivalled rivalling +riva -> riva rivas +rive -> rive rived riving +river-bank -> river-banks river-bank +riverbank -> riverbank riverbanks +riverbed -> riverbed riverbeds +riverboat -> riverboat riverboats +river-delta -> river-deltas river-delta +riverman -> rivermen riverman +river -> river rivers rivered +riverside -> riverside riversides +riveter -> riveters riveter +rivet -> rivet riveting riveted rivets rivetted +rivington -> rivington rivingtons +rivulet -> rivulets rivulet +riyal -> riyals riyal +rizla -> rizla rizlas +rm-value -> rm-values rm-value +rna -> rna rnas +roach -> roach roaches +road-block -> road-blocks road-block +roadblock -> roadblock roadblocks +road-book -> road-book road-books +roadbuilder -> roadbuilders roadbuilder +road-builder -> road-builders road-builder +roader -> roader roaders +roadhouse -> roadhouses roadhouse +road-maker -> road-maker road-makers +road-map -> road-map road-maps +roadman -> roadman roadmen +roadname -> roadnames roadname +road -> road roads roading roaded +roadshow -> roadshow roadshows +roadside -> roadside roadsides +roadsign -> roadsigns roadsign +road-sign -> road-signs road-sign +roadster -> roadster roadsters +roadsweeper -> roadsweeper roadsweepers +roadway -> roadway roadways +roadwork -> roadworks roadwork +roady -> roadies roadying +roamer -> roamer roamers +roam -> roam roams roamed roaming +roan -> roans roan +roarer -> roarers roarer +roar -> roar roars roared roaring +roast -> roast roasting roasted roasts roaster +roasting-pan -> roasting-pan roasting-pans +rob -> robbed rob robs robbing +robber -> robbers robber +robbery -> robbery robberies +robbia -> robbia robbias +robbo -> robbo robbos +robe -> robes robe robed robing +robert -> robert roberts +robin -> robin robins +robotic -> robotic robotics +robot -> robot robots +robust -> robust robuster +roch -> roch roches +rockbed -> rockbed rockbeds +rock-climber -> rock-climbers rock-climber +rockclimb -> rockclimbs rockclimbing +rock-climb -> rock-climb rock-climbing +rock-drill -> rock-drill rock-drills +rockdweller -> rockdwellers rockdweller +rock-dweller -> rock-dweller rock-dwellers +rocker -> rockers rocker +rockery -> rockery rockeries +rocke -> rocke rockes +rocket -> rocket rocketed rockets rocketted +rocketeer -> rocketeer rocketeers +rocket-launcher -> rocket-launchers rocket-launcher +rockette -> rockettes rockette +rockett -> rockett rocketts +rockface -> rockface rockfaces +rock-face -> rock-face rock-faces +rock-fall -> rock-falls rock-fall +rockfall -> rockfall rockfalls +rockhopper -> rockhopper rockhoppers +rocky -> rocky rockier rockiest +rocking-horse -> rocking-horse rocking-horses +rockist -> rockist rockists +rockland -> rocklands rockland +rockling -> rockling rocklings +rock'n'roller -> rock'n'roller rock'n'rollers +rockpile -> rockpiles rockpile +rockpooler -> rockpoolers rockpooler +rockpool -> rockpool rockpools rockpooling +rock -> rock rocks rocked rocking +rockstar -> rockstars rockstar +rock-star -> rock-stars rock-star +rockumentary -> rockumentary rockumentaries +rod -> rods rod rodded rodding +roddick -> roddick roddicks +roddon -> roddons roddon +ride -> ride rode rides riding ridden rided +roden -> roden rodens +rodenticide -> rodenticides rodenticide +rodent -> rodent rodents +rodeo -> rodeo rodeos +rodet -> rodet rodets +rod-rest -> rod-rests rod-rest +roelof -> roelofs roelof +roentgen -> roentgen roentgens +roe -> roe roes +rogation -> rogations rogation +roger -> roger rogered rogering +rognon -> rognons rognon +rogue -> rogue rogues +rohlf -> rohlfs rohlf +roil -> roiling roil roils roiled +roi -> roi rois +roister -> roister roistered +roisterer -> roisterer roisterers +rok -> roks rok +role-bearer -> role-bearer role-bearers +role-holder -> role-holder role-holders +role-mapping -> role-mapping role-mappings +role-model -> role-models role-model +roleplay -> roleplay roleplayed roleplays +role-play -> role-play role-plays +role-reversal -> role-reversals role-reversal +role -> role roles +role-slot -> role-slots role-slot +rolex -> rolexes rolex +rolf -> rolf rolfing +roll -> rolled roll rolls rolling +rollason -> rollason rollasons +rollbar -> rollbars rollbar +roll-call -> roll-call roll-calls +roller -> rollers roller rollered +roller-blind -> roller-blinds roller-blind +rollercoaster -> rollercoaster rollercoasters +roller-coaster -> roller-coaster roller-coasters +rollerskate -> rollerskating rollerskate rollerskated rollerskates +rollerskater -> rollerskaters rollerskater +roller-skate -> roller-skates roller-skating roller-skate +roller-towel -> roller-towels roller-towel +rolling-mill -> rolling-mill rolling-mills +rolling-pin -> rolling-pin rolling-pins +rollmop -> rollmop rollmops +roll-neck -> roll-neck roll-necks +roll-on -> roll-on roll-ons +rollover -> rollover rollovers +rollright -> rollright rollrights +roll-up -> roll-up roll-ups +rolly -> rollies rolly +roly-poly -> roly-poly roly-polys +romain -> romains romain +romancer -> romancer romancers +romance -> romance romancing romanced romances +romanian -> romanian romanians +romany -> romany romanies +romanist -> romanists romanist +roman -> roman romans +romanticise -> romanticises romanticising romanticised romanticise +romanticist -> romanticists romanticist +romanticize -> romanticized romanticizing romanticize romanticizes +romantic -> romantic romantics +romanza -> romanzas romanza +romaria -> romarias romaria +romeo -> romeo romeos +romper -> rompers romper +romper-suit -> romper-suits romper-suit +romp -> romped romping romp romps +rom -> rom roms +romulan -> romulan romulans +romusha -> romushas romusha +ronda -> ronda rondas +rondavel -> rondavel rondavels +ronny -> ronny ronnies +rood -> rood roods +roofbeam -> roofbeam roofbeams +roofer -> roofer roofers +roof-light -> roof-lights roof-light +roof-line -> roof-lines roof-line +roofline -> roofline rooflines +roofrack -> roofracks roofrack +roof-rack -> roof-rack roof-racks +roof -> roof roofs roofing roofed +roof-slope -> roof-slopes roof-slope +roof-space -> roof-space roof-spaces +roof-span -> roof-spans roof-span +rooftop -> rooftops rooftop rooftopping +roof-top -> roof-top roof-tops +roof-tree -> roof-tree roof-trees +rookery -> rookery rookeries +rooke -> rooke rookes +rook -> rook rooks rooking rooked +rooky -> rookies rooky +roome -> roome roomes +roomette -> roomette roomettes +roomheater -> roomheater roomheaters +roomy -> roomy roomier roomiest +room-key -> room-keys room-key +roommate -> roommate roommates +room-mate -> room-mate room-mates +room -> room rooms roomed rooming +roomset -> roomsets roomset +roosen -> roosens roosen +roost -> roosting roost roosts roosted +rooster -> rooster roosters +roote -> roote rootes +rootle -> rootled rootle rootling +rootlet -> rootlets rootlet +root -> rooted roots root rooting +rootstock -> rootstocks rootstock +rope-light -> rope-lights rope-light +ropemaker -> ropemakers ropemaker +rope-maker -> rope-maker rope-makers +rope -> rope ropes roped roping +ropy -> ropy ropies ropier +roquefort -> roquefort roqueforts +rorim -> rorim rorims +rorqual -> rorqual rorquals +rosaniline -> rosaniline rosanilines +rosary -> rosary rosaries +roscarrock -> roscarrock roscarrocks +rosebed -> rosebed rosebeds +rose-bed -> rose-bed rose-beds +rosebud -> rosebuds rosebud +rose-bud -> rose-bud rose-buds +rosebush -> rosebush rosebushes +rose-bush -> rose-bush rose-bushes +rose-garden -> rose-garden rose-gardens +rose-grower -> rose-grower rose-growers +rose-hip -> rose-hips rose-hip +rosehip -> rosehip rosehips +rosenbloom -> rosenblooms rosenbloom +rose-petal -> rose-petals rose-petal +rose-pink -> rose-pink rose-pinks +rosette -> rosette rosettes +rosicrucian -> rosicrucians rosicrucian +rosy -> rosy rosier rosiest +rosin -> rosin rosins +ross -> ross rossing +rossiter -> rossiter rossiters +rossitter -> rossitter rossitters +rosta -> rosta rostas +roster -> rosters rostering roster rostered +rotarian -> rotarians rotarian +rotary -> rotary rotaries +rota -> rota rotas +rotate -> rotate rotating rotates rotated +rotation -> rotation rotations +rotator -> rotator rotators +rotavate -> rotavating rotavate +rothko -> rothko rothkos +rothwell -> rothwell rothwells +rotor -> rotor rotors +rotoscope -> rotoscope rotoscoping rotoscoped +rotovator -> rotovators rotovator +rot -> rot rotted rots rotting +rotter -> rotter rotters +rottweiler -> rottweilers rottweiler +rotty -> rotties rotty +rotuman -> rotuman rotumans +rotunda -> rotunda rotundas +rotundity -> rotundity rotundities +rouble -> roubles rouble +rouge -> rouge rouges rouged rouging +roughage -> roughage roughages +rough-and-tumble -> rough-and-tumble rough-and-tumbles +rough-cut -> rough-cuts rough-cut +rough -> rough roughed roughs roughing roughest rougher +roughen -> roughened roughening +rough-house -> rough-house rough-housing +roughy -> roughy roughies +roughneck -> roughnecks roughneck +rougon -> rougon rougons +roulade -> roulade roulades +roulette -> roulette roulettes +roumanian -> roumanians roumanian +rounce -> rounce rouncing +roundabout -> roundabouts roundabout +round -> round rounded rounds rounding rounder roundest +roundel -> roundel roundels +roundhead -> roundhead roundheads +round-neck -> round-neck round-necks +roundness -> roundness roundnesses +roundsman -> roundsmen roundsman +round-trip -> round-trip round-trips +roundup -> roundup roundups +round-up -> round-up round-ups +roundworm -> roundworms roundworm +round-wound -> round-wound round-wounds +rourke -> rourke rourkes +rouse -> roused rouse rousing rouses +rouser -> rousers rouser +roust -> rousted roust +roustabout -> roustabout roustabouts +rout -> routing rout routed routs +route-finder -> route-finder route-finders +router -> router routers routered +route -> route routes routeing +routeway -> routeways routeway +routier -> routier routiers +routine -> routine routines +routinise -> routinised routinising routinise routinises +routinize -> routinized routinize routinizing +roux -> roux rouxs +rove -> roved rove roves +rover -> rover rovers rovered +roving -> roving rovings +rowan -> rowan rowans +row-boat -> row-boats row-boat +rowboat -> rowboat rowboats +rowdy -> rowdies rowdy rowdiest rowdier +rowel -> rowel rowelling rowelled +rower -> rower rowers +rowing-boat -> rowing-boat rowing-boats +rowling -> rowlings rowling +rown -> rowned rown +rownd -> rownd rownded +rowntree -> rowntree rowntrees +row -> row rows rowed rowing +roxburghe -> roxburghe roxburghes +royalist -> royalist royalists +royal -> royal royals +royalty -> royalty royalties +royal-watcher -> royal-watcher royal-watchers +royce -> royce royces +roy -> roy roys +roza -> roza rozas +rozzer -> rozzer rozzers +rpi -> rpi rpis +rpm -> rpm rpms +rrna -> rrna rrnas +rua -> rua ruas +rub -> rubbing rubbed rub rubs +rubberneck -> rubberneck rubbernecks rubbernecked +rubber -> rubber rubbers +rubberstamp -> rubberstamp rubberstamped +rubber-stamp -> rubber-stamp rubber-stamps rubber-stamped +rubbish -> rubbish rubbishing rubbished rubbishes +rubel -> rubel rubels +rubicon -> rubicon rubicons +ruby -> ruby rubies rubys +rubik -> rubik rubiks +ruble -> ruble rubles +rubric -> rubric rubrics +ruch -> ruch ruching +ruck -> ruck rucked rucks rucking +rucker -> rucker ruckers +rucksack -> rucksack rucksacks rucksacked +rucsac -> rucsacs rucsac +ruction -> ructions ruction +rudbeckia -> rudbeckia rudbeckias +rudder -> rudders rudder ruddering +ruddervator -> ruddervator ruddervators +ruddy -> ruddy ruddied ruddier ruddys ruddies +ruddle -> ruddles ruddle +rudeness -> rudeness rudenesses +rude -> rude rudest ruder +rudy -> rudy rudies +rudiment -> rudiments rudiment +rudi -> rudi rudis +rudist -> rudists rudist +rudistid -> rudistids rudistid +rue -> rue rued rues ruing rueing +ruff -> ruff ruffed ruffs +ruffian -> ruffians ruffian +ruffler -> ruffler rufflers +ruffle -> ruffled ruffling ruffle ruffles +ruf -> ruf rufs +rugbyman -> rugbyman rugbymen +rugger-bugger -> rugger-buggers rugger-bugger +rugger -> rugger ruggered +rugosa -> rugosas rugosa +rug -> rug rugs rugging +ruine -> ruined ruining ruine +ruin -> ruin ruins +rulebook -> rulebook rulebooks +rule-book -> rule-book rule-books +rule-breaker -> rule-breakers rule-breaker +rule-enforcer -> rule-enforcers rule-enforcer +rule-follower -> rule-follower rule-followers +rule-maker -> rule-makers rule-maker +ruler -> ruler rulers +rule -> rule rules ruled ruling +rumanian -> rumanian rumanians +rumba -> rumba rumbas +rumble -> rumbles rumbled rumbling rumble +rumen -> rumens rumen +ruminant -> ruminant ruminants +ruminate -> ruminate ruminating ruminated ruminates +rumination -> ruminations rumination +rummage -> rummaging rummaged rummage rummages +rum -> rum rummer rums +rumor -> rumors rumor +rumour -> rumours rumoured rumour +rumour-monger -> rumour-mongers rumour-monger +rumper -> rumper rumpers +rumple -> rumpled rumple rumpling +rumpler -> rumpler rumplers +rump -> rump rumps +rumpy -> rumpier rumpy +runabout -> runabout runabouts +runaway -> runaway runaways +rune -> runes rune runing +runefang -> runefang runefangs +runesmith -> runesmiths runesmith +runge -> runge runged +run-in -> run-in run-ins +runlet -> runlet runlets +run-maker -> run-maker run-makers +runnel -> runnels runnel runnelling +runner -> runner runners runnering +runny -> runny runnier +running-board -> running-boards running-board +running-mate -> running-mate running-mates +running-shoe -> running-shoes running-shoe +runoff -> runoff runoffs +run-off -> run-off run-offs +run-on -> run-on run-ons +runout -> runout runouts +run-out -> run-out run-outs +run-past -> run-pasts run-past +runpast -> runpast runpasts +run -> run runs ran running runneth runnin' +runt -> runts runt runted +run-through -> run-through run-throughs +runtime -> runtime runtimes +run-time -> run-time run-times +run-up -> run-up run-ups +runway -> runway runways +rupee -> rupees rupee +rupiah -> rupiah rupiahs +rupture -> ruptured rupture rupturing ruptures +rural -> rural rurals +ruritanian -> ruritanian ruritanians +ruse -> ruse ruses rusing +rush -> rushed rush rushing rushes +rusher -> rushers rusher +rushlight -> rushlight rushlights +rusk -> rusks rusk rusked +russ -> russ russes +russet -> russet russets +russett -> russetts russett +russian -> russian russians +rustic -> rustic rustics +rusty -> rusty rustier rustiest +rust -> rust rusting rusted rusts +rustin -> rustin rustins +rustle -> rustle rustled rustling rustles +rustler -> rustlers rustler +ruthenian -> ruthenian ruthenians +ruthven -> ruthven ruthvens +rut -> rut ruts rutting rutted +r-value -> r-value r-values +rye-grass -> rye-grass rye-grasses +ryemark -> ryemarks ryemark +rye -> rye ryes +ryman -> rymans ryman +ryr -> ryr ryrs +sabah -> sabah sabahs +sabatier -> sabatier sabatiers +sabbath -> sabbath sabbaths +sabbatical -> sabbatical sabbaticals +sabine -> sabine sabines +sabkha -> sabkha sabkhas +sable -> sables sable +sabotage -> sabotage sabotaging sabotaged sabotages +saboteur -> saboteurs saboteur +sabre -> sabre sabres +sab -> sab sabs sabbing +saccade -> saccades saccade +saccharine -> saccharine saccharines +sacculation -> sacculation sacculations +sachet -> sachets sachet +sack-artist -> sack-artists sack-artist +sackbut -> sackbuts sackbut +sack -> sack sacked sacks sacking +sackful -> sackfuls sackful +sack-load -> sack-loads sack-load +sacramental -> sacramental sacramentals +sacramentary -> sacramentaries sacramentary +sacrament -> sacrament sacraments +sacrifice -> sacrifice sacrifices sacrificing sacrificed +sacristan -> sacristan sacristans +sacristy -> sacristy sacristies +sacrist -> sacrist sacrists +sac -> sac sacs +sad -> saddest sad sadder sadding sads +sadden -> saddened saddens saddening sadden +saddlebag -> saddlebag saddlebags +saddle-bag -> saddle-bag saddle-bags +saddlecloth -> saddlecloth saddlecloths +saddler -> saddler saddlers +saddle -> saddle saddles saddled saddling +saddle-tank -> saddle-tanks saddle-tank +sadducee -> sadducees sadducee +sadist -> sadist sadists +sadness -> sadness sadnesses +sado-masochist -> sado-masochist sado-masochists +sae -> sae saes saed +safari -> safaris safari +safavid -> safavids safavid +safe-breaker -> safe-breakers safe-breaker +safe-conduct -> safe-conduct safe-conducts +safe-deposit -> safe-deposits safe-deposit +safeguard -> safeguarding safeguard safeguards safeguarded +safe-guard -> safe-guarding safe-guard safe-guarded +safe-haven -> safe-haven safe-havens +safe-house -> safe-houses safe-house +safe -> safe safest safer safes +safety -> safety safeties +safetip -> safetips safetip +safety-assessment -> safety-assessments safety-assessment +safety-net -> safety-net safety-nets +safety-pin -> safety-pins safety-pin +safety-valve -> safety-valve safety-valves +saffery -> saffery safferys +saga -> saga sagas sagaing +sag-bag -> sag-bag sag-bags +sage -> sage sages sagest sager +saggar -> saggar saggars +sagittarian -> sagittarians sagittarian +sagramoso -> sagramoso sagramosos +sag -> sagged sags sagging sag +saguaro -> saguaro saguaros +saharan -> saharan saharans +sahelian -> sahelian sahelians +sahib -> sahib sahibs +sailbag -> sailbag sailbags +sailboard -> sailboards sailboard sailboarding +sailboat -> sailboats sailboat +sail -> sailing sailed sails sail +sailer -> sailer sailers +sailing-ship -> sailing-ships sailing-ship +sailmaker -> sailmaker sailmakers +sailor -> sailor sailors +sailplane -> sailplane sailplanes +saintly -> saintly saintliest +saint -> saint saints sainted +sakala -> sakala sakalas +saker -> saker sakers +sake -> sake sakes +sakkratian -> sakkratian sakkratians +salaam -> salaam salaams +saladin -> saladin saladins +salad -> salad salads +salagama -> salagama salagamas +salamanca -> salamanca salamancas +salamander -> salamander salamanders +salami -> salami salamis +salary -> salary salaries +salaryman -> salaryman salarymen +sala -> sala salas +salaud -> salaud salauds +sale-room -> sale-rooms sale-room +saleroom -> saleroom salerooms +sales-force -> sales-force sales-forces +salesgirl -> salesgirls salesgirl +salesian -> salesians salesian +salesman -> salesman salesmen +salesperson -> salesperson salespersons +salesroom -> salesroom salesrooms +saleswoman -> saleswoman saleswomen +salicylate -> salicylates salicylate +salien -> salien saliens +salient -> salient salients +saligo -> saligos saligo +salinate -> salinated salinates +salinity -> salinities salinity +salivate -> salivate salivates salivating salivated +sallet -> sallet sallets +sallow -> sallow sallows +sally -> sallies sally sallied sallying +salmonella -> salmonella salmonellas +salmonid -> salmonids salmonid +salmonoid -> salmonoid salmonoids +salmon -> salmon salmons +salomon -> salomon salomons +salon -> salons salon +saloon -> saloon saloons +salope -> salopes salope +salopian -> salopians salopian +saltation -> saltations saltation +salt-burn -> salt-burn salt-burning +salt-cellar -> salt-cellars salt-cellar +salter -> salters salter +salthouse -> salthouses salthouse +salty -> salty saltier +saltire -> saltire saltires +saltmarsh -> saltmarsh saltmarshes +salt-marsh -> salt-marsh salt-marshes +salt -> salt salts salting salted +salt-water -> salt-water salt-waters +salt-working -> salt-working salt-workings +salutation -> salutation salutations +salute -> saluted salutes salute saluting +salut -> salut saluts +salvadorean -> salvadorean salvadoreans +salvage -> salvaged salvage salvaging salvages +salvationist -> salvationist salvationists +salver -> salver salvers +salvia -> salvia salvias +salve -> salve salving salved salves +salvo -> salvo salvos +salwar -> salwar salwars +saman -> samen saman +samaritan -> samaritans samaritan +sambal -> sambals sambal +sambar -> sambar sambars +same -> same sames +samian -> samian samians +samoan -> samoan samoans +samoed -> samoed samoeds +samovar -> samovar samovars +sampan -> sampans sampan +sampler -> sampler samplers +sample -> sample samples sampling sampled +samuelite -> samuelite samuelites +sanatorium -> sanatorium sanatoriums +sancho -> sancho sanchos +sanctify -> sanctified sanctifies sanctify sanctifying +sanction -> sanctions sanction sanctioned sanctioning +sanctity -> sanctity sanctities +sanctuary -> sanctuary sanctuaries +sanctum -> sanctum sanctums +sandal -> sandal sandals +sandalwood -> sandalwood sandalwoods +sandbag -> sandbag sandbags sandbagged sandbagging +sandbank -> sandbanks sandbank +sandbar -> sandbar sandbars +sandblast -> sandblasted sandblast sandblasting +sandbox -> sandboxes sandbox +sandcastle -> sandcastles sandcastle +sand-castle -> sand-castles sand-castle +sand-dune -> sand-dune sand-dunes +sand-eel -> sand-eels sand-eel +sandfly -> sandfly sandflies +sandhill -> sandhills sandhill +sand-hill -> sand-hills sand-hill +sandhopper -> sandhoppers sandhopper +sandy -> sandy sandier +sandinista -> sandinistas sandinista +sandle -> sandle sandles +sandling -> sandling sandlings +sand-martin -> sand-martin sand-martins +sandpaper -> sandpaper sandpapered sandpapering +sandpiper -> sandpipers sandpiper +sandpit -> sandpit sandpits +sandrat -> sandrats sandrat +sand -> sand sands sanded sanding +sandshoe -> sandshoes sandshoe +sandstone -> sandstone sandstones +sandstorm -> sandstorms sandstorm +sandwich-board -> sandwich-boards sandwich-board +sandwich-box -> sandwich-boxes sandwich-box +sandwich -> sandwich sandwiches sandwiched sandwiching +sane -> sane sanest saner +sangar -> sangar sangars +sanger -> sanger sangers +sangston -> sangstons sangston +sanitaria -> sanitaria sanitarias +sanitiser -> sanitisers sanitiser +sanitise -> sanitise sanitises +sanitizer -> sanitizer sanitizers +sankey -> sankey sankeys +sano -> sano sanos +sansculotte -> sansculottes sansculotte +santa -> santa santas +santerre -> santerre santerres +santolina -> santolina santolinas +sapling -> saplings sapling +sapodilla -> sapodilla sapodillas +saponin -> saponins saponin +sap -> sap sapped sapping saps +sapper -> sappers sapper +sapphic -> sapphic sapphics +sapphire -> sapphire sapphires +saracen -> saracen saracens +sarajevan -> sarajevans sarajevan +sarariman -> sararimen sarariman +sara -> sara saras +saratoga -> saratoga saratogas +sarcasm -> sarcasm sarcasms +sarcoma -> sarcoma sarcomas +sarcomere -> sarcomeres sarcomere +sardine -> sardines sardine sardined +sardinian -> sardinians sardinian +sard -> sard sards +sary -> sary saried +sare -> sare saring +sari -> sari saris +sark -> sark sarking +sarmatian -> sarmatians sarmatian +sarong -> sarong sarongs saronging +sa -> sa sas saing +sashay -> sashays sashay sashayed sashaying +sash -> sash sashes +sash-window -> sash-windows sash-window +sassenach -> sassenach sassenachs +satanist -> satanist satanists +satchel -> satchel satchels +satcom -> satcom satcoms +sate -> sate sated sates sating +satellite -> satellite satellites +satiate -> satiated satiates satiate satiating +satiety -> satiety satieties +satin -> satin satins +satire -> satire satires +satirise -> satirises satirising satirise satirised +satirist -> satirist satirists +satirize -> satirizing satirized satirizes satirize +satisfaction -> satisfaction satisfactions +satisfice -> satisfice satisficing +satisfier -> satisfiers satisfier +satisfy -> satisfies satisfy satisfying +satrap -> satraps satrap +satrapy -> satrapies satrapy +satro -> satro satros +satsuma -> satsuma satsumas +saturate -> saturate saturating saturates +saturation -> saturation saturations +saturday -> saturday saturdays +saturnalia -> saturnalia saturnalias +satyr -> satyrs satyr +sauceboat -> sauceboats sauceboat +sauce-boat -> sauce-boats sauce-boat +sauce-bottle -> sauce-bottles sauce-bottle +saucepan -> saucepans saucepan +saucer -> saucer saucers +sauce -> sauce sauces sauced saucing +saucy -> saucy sauciest saucier +saucisson -> saucissons saucisson +saudi -> saudi saudis +sauna -> sauna saunas +saunderson -> saunderson saundersons +saunter -> sauntered saunter sauntering saunters +saunterer -> saunterers saunterer +saurian -> saurians saurian +saurischian -> saurischian saurischians +sauro -> sauros sauro +sauropod -> sauropods sauropod +sau -> sau saus +sausage-maker -> sausage-makers sausage-maker +sausage-roll -> sausage-roll sausage-rolls +sausage -> sausage sausages +sauvage -> sauvage sauvages +sauvignon -> sauvignon sauvignons +savage -> savage savaged savages savaging +savanah -> savanahs savanah +savannah -> savannah savannahs +savanna -> savanna savannas +savant -> savant savants +save -> save saved saving saves +saveloy -> saveloys saveloy +saver -> savers saver +savery -> savery saverys +savill -> savill savills +savings-and-loan -> savings-and-loan savings-and-loans +saviour -> saviour saviours +savory -> savory savorys savories +savour -> savour savoured savours savouring +savoury -> savoury savouries +savoy -> savoy savoys +savvy -> savvy savviest +see -> seen saw see seeing sees seest +sawcut -> sawcuts sawcut +saw-cut -> saw-cuts saw-cut +sawfly -> sawflies sawfly +saw-mill -> saw-mills saw-mill +sawmill -> sawmill sawmills +sawyer -> sawyers sawyer +sax -> sax saxes +saxifrage -> saxifrages saxifrage +saxone -> saxone saxones +saxon -> saxon saxons +saxophone -> saxophone saxophones +saxophonist -> saxophonist saxophonists +say- -> say-ing say- +'say -> 'said 'say 'saying 'says +saye -> saye sayes +sayle -> sayle sayles +say -> said says say saying sayin' sayed +sazhen -> sazhen sazhens +sbat -> sbats sbat +s-bend -> s-bends s-bend +scabbard -> scabbard scabbards +scabby -> scabby scabbiest +scabland -> scablands scabland +scab -> scab scabs scabbed +scad -> scads scad +scaffold -> scaffold scaffolded scaffolds +scaffolder -> scaffolder scaffolders +scaffolding -> scaffolding scaffoldings +scalar -> scalar scalars +scald -> scalding scalded scald scalds +scale -> scale scaled scales scaling +scaler -> scaler scalers +scally -> scally scallies +scallop -> scallops scallop +scallywag -> scallywag scallywags +scalpel -> scalpel scalpels scalpelling +scalper -> scalpers scalper +scalp -> scalp scalps scalping scalped +scam -> scams scam scammed +scamp -> scamps scamp +scamper -> scampered scampering scampers scamper +scandalise -> scandalise scandalises scandalising +scandalize -> scandalized scandalizing scandalize scandalizes +scandalmonger -> scandalmongers scandalmonger scandalmongering +scandal-monger -> scandal-mongers scandal-monger +scandal -> scandal scandals +scandal-sheet -> scandal-sheet scandal-sheets +scandinavian -> scandinavian scandinavians +scan -> scan scanned scanning scans +scanner -> scanner scanners +scant -> scant scanted scantest +scanty -> scanty scanties +scapa -> scapa scapas +scape -> scapes scaped scape +'scape -> 'scape 'scaped +scapegoat -> scapegoat scapegoats scapegoating scapegoated +scap -> scap scapped +scapular -> scapular scapulars +scar -> scars scar scarred scarring +scarab -> scarabs scarab +scarce -> scarce scarcer scarcest +scarcity -> scarcity scarcities +scare -> scares scare scaring +scarecrow -> scarecrow scarecrows +scaredy-cat -> scaredy-cat scaredy-cats +scaremonger -> scaremongering scaremonger +scarer -> scarer scarers +scare-story -> scare-story scare-stories +scarf -> scarves scarf scarfed scarfs +scary -> scary scarier scariest +scarification -> scarifications scarification +scarifier -> scarifier scarifiers +scarify -> scarify scarifying scarified +scarlet -> scarlet scarlets +scarp -> scarps scarped scarp +scarper -> scarpered scarper scarpers +scat -> scat scats scatting scatted +scatter -> scattered scatter scattering scatters +scatterplot -> scatterplots scatterplot +scaup -> scaup scaups +scavenge -> scavenged scavenge scavenges +scavenger -> scavengers scavenger +scavvy -> scavvy scavvying scavvies +sceatta -> sceattas sceatta +scenario -> scenario scenarios +scene-change -> scene-change scene-changes +scene-of-crime -> scene-of-crime scene-of-crimes +scene -> scene scenes +scent -> scents scented scent scenting +scepticism -> scepticism scepticisms +sceptic -> sceptic sceptics +sceptre -> sceptre sceptres +sce -> sce sces +scfa -> scfa scfas +schaffer -> schaffer schaffers +schaller -> schaller schallers +sched -> sched scheds +schedule -> schedule scheduled schedules scheduling +scheduler -> scheduler schedulers +schema -> schema schemas schemata +schematic -> schematic schematics +schematise -> schematise schematised +schematize -> schematize schematized schematizes +schemer -> schemers schemer +scheme -> scheme schemes scheming schemed +scherzo -> scherzo scherzos +schickert -> schickert schickerts +schilling -> schilling schillings +schiltron -> schiltrons schiltron +schismatic -> schismatic schismatics +schism -> schism schisms +schistosome -> schistosome schistosomes +schist -> schist schists +schizophrenia -> schizophrenia schizophrenias +schizophrenic -> schizophrenic schizophrenics +schizo -> schizo schizos +schlep -> schlepping schlep +schmooze -> schmoozed schmooze schmoozing +schmuck -> schmuck schmucks +schnauzer -> schnauzer schnauzers +schnorkel -> schnorkels schnorkel +schol -> schols schol +scholar-critic -> scholar-critic scholar-critics +scholar -> scholar scholars +scholarship -> scholarship scholarships +scholastic -> scholastic scholastics +scholl -> scholl scholls +school -> schools school schooling schooled +schoolbag -> schoolbags schoolbag +school-board -> school-board school-boards +school-book -> school-books school-book +schoolbook -> schoolbook schoolbooks +schoolboy -> schoolboy schoolboys +school-boy -> school-boy school-boys +schoolday -> schooldays schoolday +school-day -> school-days school-day +schoolfellow -> schoolfellows schoolfellow +school-fellow -> school-fellows school-fellow +schoolfriend -> schoolfriends schoolfriend +school-friend -> school-friend school-friends +schoolgirl -> schoolgirl schoolgirls +school-girl -> school-girl school-girls +schoolhouse -> schoolhouse schoolhouses +schoolkid -> schoolkid schoolkids +school-leaver -> school-leavers school-leaver +schoolman -> schoolmen schoolman +schoolmarm -> schoolmarm schoolmarms +schoolmaster -> schoolmaster schoolmasters schoolmastering +schoolmate -> schoolmate schoolmates +school-mate -> school-mate school-mates +schoolmistress -> schoolmistress schoolmistresses +schoolroom -> schoolroom schoolrooms +school-room -> school-room school-rooms +school-teacher -> school-teachers school-teacher +schoolteacher -> schoolteacher schoolteachers +schoolyard -> schoolyard schoolyards +schooner -> schooners schooner +schoo -> schoo schoos +schreiber -> schreiber schreibers +sch -> sch schs +schundler -> schundler schundlers +schuss -> schussing schuss +schwarzenneger -> schwarzenneger schwarzennegers +schwer -> schwer schwering +science -> science sciences +scientific -> scientific scientifics +scientifique -> scientifique scientifiques +scientist -> scientists scientist +scilla -> scillas scilla +scimitar -> scimitar scimitars +scintilla -> scintilla scintillas +scintillate -> scintillates scintillate scintillated +scintillation -> scintillations scintillation +scintillator -> scintillators scintillator +scion -> scion scions +scissors -> scissors scissor +scissore -> scissored scissoring +scissortail -> scissortail scissortails +sclerite -> sclerites sclerite +scleritome -> scleritomes scleritome +sclerose -> scleroses sclerosing +scoff -> scoffed scoff scoffs scoffing +scoffer -> scoffer scoffers +scold -> scolding scold scolds scolded +sconce -> sconces sconce +scone -> scones scone +scooper -> scoopers scooper +scoopful -> scoopful scoopfuls +scoop -> scoop scooping scooped scoops +scoosh -> scooshing scoosh +scooter -> scooter scooters +scoot -> scoot scooting scooted scoots +scop -> scops scop +scope -> scope scopes scoping scoped +scorcher -> scorcher scorchers +scorch -> scorch scorching scorched scorches +score -> scores score scored scoring +scoreboard -> scoreboard scoreboards +scorebook -> scorebook scorebooks +scorebox -> scoreboxes scorebox +scorecard -> scorecards scorecard +score-card -> score-card score-cards +score-draw -> score-draw score-draws +scoreline -> scoreline scorelines +scorer -> scorer scorers +scoresheet -> scoresheet scoresheets +scorn -> scorn scorns scorned scorning +scorpion -> scorpion scorpions +scot -> scots scot +scotcat -> scotcat scotcats +scotch -> scotch scotches scotched scotching +scotchman -> scotchman scotchmen +scoter -> scoter scoters +scotoma -> scotomas scotoma +scotsman -> scotsmen scotsman +scotta -> scottas scotta +scotty -> scotties scotty +scoundrel -> scoundrel scoundrels +scour -> scour scoured scouring scours +scourer -> scourers scourer +scourge -> scourge scourges scourged scourging +scouser -> scousers scouser +scout -> scouting scout scouts scouted +scouter -> scouters scouter +scoutmaster -> scoutmaster scoutmasters +scowl -> scowl scowling scowled scowls +scrabble -> scrabbling scrabbled scrabble scrabbles +scrag -> scragged scrag scrags scragging +scramble -> scrambling scrambled scramble scrambles +scrambler -> scrambler scramblers +scram -> scram scramming +scrapbook -> scrapbook scrapbooks +scrap-book -> scrap-book scrap-books +scraper -> scraper scrapers +scrap-heap -> scrap-heaps scrap-heap +scrape -> scrapes scraping scraped scrape +scrapman -> scrapman scrapmen +scrapper -> scrappers scrapper +scrappy -> scrappy scrappier scrappiest +scrap -> scrap scraps scrapping scrapped +scrapyard -> scrapyard scrapyards +scratch -> scratching scratched scratch scratches +scratcher -> scratcher scratchers +scratchplate -> scratchplate scratchplates +scratter -> scratter scratters +scrawl -> scrawled scrawling scrawl scrawls +scrawny -> scrawny scrawnier +screamer -> screamer screamers +scream -> screaming screams scream screamed +screamy -> screamiest screamy +screech -> screech screeched screeching screeches +screech-owl -> screech-owl screech-owls +screed -> screeds screed screeding +screendump -> screendumps screendump +screen -> screened screening screen screens +screenplay -> screenplays screenplay +screenprint -> screenprint screenprinted screenprints +screenshot -> screenshot screenshots +screenwriter -> screenwriter screenwriters +scree -> scree screes +screwdriver -> screwdriver screwdrivers +screw -> screw screwed screwing screws +screw-eye -> screw-eyes screw-eye +screw-jack -> screw-jack screw-jacks +screw-up -> screw-ups screw-up +screwworm -> screwworm screwworms +screw-worm -> screw-worm screw-worms +scribbler -> scribblers scribbler +scribble -> scribbled scribbles scribbling scribble +scribe -> scribing scribe scribes scribed +scriber -> scriber scribers +scrimmage -> scrimmaging scrimmage scrimmaged +scrimp -> scrimped scrimping scrimp +scrimshander -> scrimshandering scrimshandered +scrimshaw -> scrimshaw scrimshaws +scrip -> scrip scrips +scriptorium -> scriptorium scriptoria +scriptory -> scriptories scriptory +script -> script scripts scripted scripting +scripture -> scripture scriptures +scriptwriter -> scriptwriter scriptwriters +script-writer -> script-writer script-writers +scrivener -> scrivener scriveners +scroll -> scrolls scroll +scroller -> scroller scrollers +scrolly -> scrolly scrollies +scrooge -> scrooge scrooges scrooged +scrotum -> scrotum scrotums +scrounge -> scrounge scrounged scrounges +scrounger -> scroungers scrounger +scrub -> scrub scrubbed scrubbing scrubs +scrubber -> scrubbers scrubber +scrubby -> scrubby scrubbier +scrubland -> scrubland scrublands +scruff -> scruffs scruff scruffed scruffing +scruffy -> scruffy scruffiest scruffier +scrum-half -> scrum-half scrum-halfs +scrummage -> scrummaging scrummage scrummaged scrummages +scrummager -> scrummagers scrummager +scrump -> scrumping scrump +scrumple -> scrumpled scrumple +scrum -> scrum scrums scrummed +scrunch -> scrunched scrunch scrunching scrunches +scrunchy -> scrunchy scrunchies +scruple -> scruple scruples scrupled +scrutineer -> scrutineers scrutineer scrutineering +scrutiny -> scrutiny scrutinies +scrutinise -> scrutinised scrutinise scrutinises scrutinising +scrutinize -> scrutinized scrutinizes scrutinize scrutinizing +scry -> scry scryed +scud-c -> scud-c scud-cs +scud -> scud scudded scuds scudding +scuffle -> scuffling scuffle scuffles scuffled +scuff -> scuffed scuffs scuff scuffing +scullery -> scullery sculleries +sculler -> sculler scullers +scull -> sculls sculling scull sculled +scullion -> scullion scullions +sculpin -> sculpins sculpin +sculpt -> sculpt sculpted sculpting sculpts +sculptor -> sculptor sculptors +sculpture -> sculpture sculptures sculptured sculpturing +scumbag -> scumbags scumbag +scumble -> scumble scumbled scumbling +scumite -> scumite scumites +scumnik -> scumnik scumniks +scum -> scum scums scummed +scumstopper -> scumstopper scumstoppers +scupper -> scuppered scupper scuppering scuppers +scurry -> scurrying scurry scurried scurries +scur -> scurred scurs +scut -> scut scuts +scutter -> scuttering scutter scuttered +scuttle -> scuttled scuttle scuttling scuttles +scuttler -> scuttlers scuttler +scutum -> scutum scutums +scuzzy -> scuzzy scuzzies scuzziest +scythe -> scythe scythed scythes +scythian -> scythians scythian +scyth -> scything scyths +sdo -> sdo sdos +sea-adventure -> sea-adventures sea-adventure +sea-anemone -> sea-anemone sea-anemones +sea-battle -> sea-battle sea-battles +seabeast -> seabeasts seabeast +seabed -> seabed seabeds +sea-bed -> sea-bed sea-beds +seabird -> seabirds seabird +sea-bird -> sea-bird sea-birds +seaboat -> seaboat seaboats +sea-boot -> sea-boots sea-boot +sea-change -> sea-change sea-changes +sea-cliff -> sea-cliffs sea-cliff +seacliff -> seacliff seacliffs +sea-coast -> sea-coast sea-coasts +sea-crossing -> sea-crossings sea-crossing +sea-dog -> sea-dogs sea-dog +seadog -> seadog seadogs +sea-fairy -> sea-fairies sea-fairy +seafarer -> seafarers seafarer +sea-flat -> sea-flats sea-flat +sea-floor -> sea-floor sea-floors +seafood -> seafood seafoods +seafront -> seafront seafronts +sea-god -> sea-god sea-gods +sea-grass -> sea-grasses sea-grass +sea-green -> sea-green sea-greener +seagull -> seagulls seagull +sea-gull -> sea-gulls sea-gull +seahawk -> seahawks seahawk +sea-horse -> sea-horses sea-horse +seahorse -> seahorse seahorses +sea-kayak -> sea-kayak sea-kayaks +sealant -> sealant sealants +seal -> seal sealed seals sealing +sealer -> sealer sealers +sea-level -> sea-level sea-levels +sealion -> sealions sealion +sea-lion -> sea-lions sea-lion +sea-loch -> sea-loch sea-lochs +sealskin -> sealskin sealskins +sealstone -> sealstones sealstone +seaman -> seamen seaman seamans +sea-marshal -> sea-marshals sea-marshal +seam -> seams seamed seam seaming +seamer -> seamer seamers +sea-monster -> sea-monsters sea-monster +seamount -> seamount seamounts +seamstress -> seamstresses seamstress +seamy -> seamier seamy +seance -> seances seance +sea-nymph -> sea-nymphs sea-nymph +sea-pink -> sea-pinks sea-pink +seaplane -> seaplanes seaplane +sea-pool -> sea-pools sea-pool +sea-port -> sea-ports sea-port +seaport -> seaport seaports +search -> searching search searched searches +searcher -> searcher searchers +searchlight -> searchlights searchlight +search-light -> search-lights search-light +search-party -> search-party search-parties +sear -> sear seared +sea-route -> sea-routes sea-route +sea -> sea seas seaing +sea-salt -> sea-salt sea-salts +seascape -> seascapes seascape +sea-shanty -> sea-shanties sea-shanty +seashell -> seashells seashell +sea-shell -> sea-shells sea-shell +seashore -> seashore seashores +seasider -> seasiders seasider +seaside -> seaside seasides +sea-slug -> sea-slug sea-slugs +sea-snake -> sea-snakes sea-snake +seasonal -> seasonal seasonals +season -> season seasons seasoned seasoning +sea-squirt -> sea-squirts sea-squirt +seasson -> seasson seassons +sea-stack -> sea-stack sea-stacks +sea-story -> sea-stories sea-story +seatbelt -> seatbelt seatbelts +seat-belt -> seat-belt seat-belts +seat -> seat seated seats seating +seater -> seaters seater +seate -> seate seates +seatette -> seatette seatettes +sea-urchin -> sea-urchins sea-urchin +sea-view -> sea-views sea-view +sea-wall -> sea-walls sea-wall +sea-watch -> sea-watches sea-watch +sea-wave -> sea-waves sea-wave +seaway -> seaways seaway +seaweed -> seaweed seaweeds +sea-wind -> sea-winds sea-wind +sebc -> sebc sebcs +sebil -> sebil sebils +secano -> secano secanos +secant -> secants secant +secede -> secedes secede seceding seceded +secessionist -> secessionist secessionists +secession -> secession secessions +seclude -> secluding seclude +seclusion -> seclusion seclusions +secondaire -> secondaire secondaires +secondary -> secondary secondaries +secondee -> secondees secondee +seconder -> seconder seconders +second-guess -> second-guess second-guesses +second-hand -> second-hand second-hands +second-home -> second-homes second-home +second-in-command -> second-in-command second-in-commands +secondment -> secondments secondment +second-rater -> second-raters second-rater +second-rower -> second-rower second-rowers +second -> second seconds seconded seconding +second-year -> second-year second-years +secrecy -> secrecy secrecies +secretagogue -> secretagogues secretagogue +secretaire -> secretaire secretaires +secretariat -> secretariat secretariats +secretary -> secretary secretaries secretarying +secretary-general -> secretary-general secretary-generals +secretaryship -> secretaryship secretaryships +secrete -> secreted secrete secreting secretes +secretion -> secretions secretion +secret -> secret secrets +secrist -> secrist secrists +sec -> sec secs +sectarian -> sectarian sectarians +sectary -> sectaries sectary +section -> section sections sectioned sectioning +sector -> sectors sector +sectore -> sectored sectoring +sectorize -> sectorized sectorize +sect -> sect sects +secularist -> secularist secularists +secularize -> secularizing secularize +secular -> secular seculars +secure -> securing secure secured secures securer securest +security -> security securities +securitisation -> securitisation securitisations +sedan -> sedans sedan +sedan-chair -> sedan-chair sedan-chairs +sedate -> sedate sedated sedating sedates +sedative -> sedatives sedative +sede -> sede sedes +sedge -> sedges sedge +sedimentologist -> sedimentologists sedimentologist +sediment -> sediment sediments sedimenting sedimented +sedition -> sedition seditions +seduce -> seduced seduce seducing seduces +seducer -> seducer seducers +seduction -> seduction seductions +seductress -> seductress seductresses +sedum -> sedum sedums +seedbed -> seedbed seedbeds +seed-bed -> seed-bed seed-beds +seedbox -> seedboxes seedbox +seed-fern -> seed-fern seed-ferns +seed-head -> seed-heads seed-head +seedy -> seedy seedier seediest +seedling -> seedling seedlings +seed-pearl -> seed-pearl seed-pearls +seed-pod -> seed-pod seed-pods +seed -> seed seeds seeding seeded +seedsman -> seedsman seedsmen +seedtray -> seedtray seedtrays +see-er -> see-ers see-er +seek -> seeking seek sought seeks seekest +seeker -> seekers seeker +seel -> seel seeling +seem -> seems seem seemed seeming +seepage -> seepage seepages +seep -> seep seeping seeped seeps +seer -> seer seers +seesaw -> seesaw seesaws seesawed +seethe -> seethed seethe seethes +see-through -> see-through see-throughs +seg -> segs seg +seger -> segers seger +segment -> segments segment segmented segmenting +segmentation -> segmentation segmentations +segregate -> segregated segregating segregate segregates +segregation -> segregation segregations +segue -> segued segueing segues segue +seif -> seifs seif +seigneur -> seigneur seigneurs +sein -> seined sein +seine-net -> seine-nets seine-net +seiner -> seiner seiners +seine -> seine seines +seisha -> seishas seisha +seismograph -> seismograph seismographs +seismologist -> seismologist seismologists +seize -> seized seizes seizing seize +seizure -> seizure seizures +select -> selected select selecting selects +selected-issue -> selected-issue selected-issues +selectee -> selectees selectee +selection -> selection selections +selective -> selective selectives +selectivist -> selectivists selectivist +selectivity -> selectivity selectivities +selectorate -> selectorates selectorate +selector -> selector selectors +selectron -> selectron selectrons +seleucid -> seleucid seleucids +self-adhesive -> self-adhesive self-adhesives +self-administration -> self-administration self-administrations +self-antigen -> self-antigens self-antigen +self-appraisal -> self-appraisal self-appraisals +self-assessment -> self-assessment self-assessments +self-builder -> self-builders self-builder +self-citation -> self-citations self-citation +self-concept -> self-concept self-concepts +self-congratulation -> self-congratulation self-congratulations +self-consciousness -> self-consciousness self-consciousnesses +self-contemplation -> self-contemplation self-contemplations +self-contradiction -> self-contradiction self-contradictions +self-control -> self-control self-controls +self-correction -> self-correction self-corrections +self-criticism -> self-criticism self-criticisms +self-cure -> self-cure self-cures +self-cutter -> self-cutter self-cutters +self-deception -> self-deceptions self-deception +self-delusion -> self-delusion self-delusions +self-denial -> self-denial self-denials +self-description -> self-description self-descriptions +self-doubt -> self-doubt self-doubts +self-efficacy -> self-efficacy self-efficacies +selfe -> selfe selfes +self-evaluation -> self-evaluation self-evaluations +self-examination -> self-examination self-examinations +self-excuse -> self-excuse self-excuses +self-image -> self-images self-image +self-immolation -> self-immolation self-immolations +self-improvement -> self-improvement self-improvements +self-inductance -> self-inductance self-inductances +self-indulgence -> self-indulgence self-indulgences +self-injury -> self-injury self-injuries +self-install -> self-installs self-install +self-interaction -> self-interactions self-interaction +self-interest -> self-interest self-interests +self-interruption -> self-interruption self-interruptions +self-investment -> self-investments self-investment +selfishness -> selfishness selfishnesses +self-justification -> self-justification self-justifications +self-mutilation -> self-mutilations self-mutilation +self-peptide -> self-peptides self-peptide +self-perception -> self-perception self-perceptions +self-poisoner -> self-poisoners self-poisoner +self-portrait -> self-portrait self-portraits +self-promoter -> self-promoter self-promoters +self-publicist -> self-publicist self-publicists +self-questioning -> self-questioning self-questionings +self-quotation -> self-quotation self-quotations +self-rating -> self-rating self-ratings +self-recrimination -> self-recrimination self-recriminations +self-referral -> self-referrals self-referral +self-reflection -> self-reflection self-reflections +self-reflexivity -> self-reflexivity self-reflexivities +self-report -> self-reports self-report +self-reproach -> self-reproach self-reproaches +self-rescue -> self-rescue self-rescues +self-restraint -> self-restraint self-restraints +self-revelation -> self-revelation self-revelations +self-review -> self-review self-reviews +self-reward -> self-reward self-rewarding +self-seed -> self-seed self-seeds +self-seeker -> self-seeker self-seekers +self-serving -> self-serving self-servings +self-sow -> self-sow self-sows +self-starter -> self-starter self-starters +self-statement -> self-statement self-statements +self-trigger -> self-triggers self-trigger +seljuk -> seljuk seljuks +selkup -> selkup selkups +seller -> sellers seller +sellery -> sellery selleries +sell -> sold selling sell sells selled +sell-off -> sell-off sell-offs +sellotape -> sellotape sellotaping sellotaped +sell-out -> sell-out sell-outs +sellsword -> sellsword sellswords +selvedge -> selvedge selvedges +self -> self selves selfing +semanticist -> semanticist semanticists +semaphore -> semaphore semaphores semaphored semaphoring +semb -> sembs semb +semblance -> semblance semblances +seme -> seme semes +semester -> semester semesters +semi -> semis semi +semi-acoustic -> semi-acoustic semi-acoustics +semi-automatic -> semi-automatic semi-automatics +semicircle -> semicircle semicircles +semi-circle -> semi-circle semi-circles +semi-colon -> semi-colons semi-colon +semicolon -> semicolon semicolons +semi-colony -> semi-colonies semi-colony +semiconductor -> semiconductor semiconductors +semi-conductor -> semi-conductor semi-conductors +semi-consonant -> semi-consonant semi-consonants +semi-desert -> semi-desert semi-deserts +semi-dome -> semi-domes semi-dome +semi-double -> semi-double semi-doubles +semi-dwarf -> semi-dwarfing semi-dwarf +semi-fast -> semi-fast semi-fasts +semi-final -> semi-finals semi-final +semi-finalist -> semi-finalist semi-finalists +semifinal -> semifinal semifinals +semi-joke -> semi-joked semi-jokes +semi-luxury -> semi-luxuries semi-luxury +seminar -> seminars seminar +seminarian -> seminarian seminarians +seminary -> seminary seminaries +seminarist -> seminarists seminarist +semi-negative -> semi-negatives semi-negative +semiologist -> semiologist semiologists +semi-opaque -> semi-opaque semi-opaques +semiotic -> semiotics semiotic +semiotician -> semioticians semiotician +semi-permanent -> semi-permanent semi-permanents +semi-profession -> semi-professions semi-profession +semi-professional -> semi-professional semi-professionals +semi-proletarian -> semi-proletarians semi-proletarian +semi-pro -> semi-pro semi-pros +semiquaver -> semiquavers semiquaver +semi-quaver -> semi-quavers semi-quaver +semi-regular -> semi-regular semi-regulars +semi-roundel -> semi-roundels semi-roundel +semi-submersible -> semi-submersible semi-submersibles +semite -> semite semites +semitone -> semitone semitones +semi-vowel -> semi-vowel semi-vowels +sem -> sem sems +senate -> senate senates +senator -> senator senators +sender -> senders sender +sending-off -> sending-off sending-offs +send-up -> send-up send-ups +seneschal -> seneschal seneschals +senior -> senior seniors +sen -> sen sens +sensationalise -> sensationalised sensationalise sensationalising +sensationalize -> sensationalized sensationalize +sensation -> sensation sensations +sense-content -> sense-content sense-contents +sense-experience -> sense-experience sense-experiences +sense-organ -> sense-organs sense-organ +sense-perception -> sense-perception sense-perceptions +sense-qualifier -> sense-qualifiers sense-qualifier +sense -> sense senses sensed sensing +sense-unit -> sense-units sense-unit +sensibility -> sensibility sensibilities +sensitise -> sensitised sensitise sensitising sensitises +sensitive -> sensitive sensitives +sensitivity -> sensitivity sensitivities +sensitize -> sensitized sensitize sensitizing +sensor -> sensors sensor +sensorite -> sensorite sensorites +sensuality -> sensuality sensualities +send -> send sent sending sends sended +sentence -> sentenced sentence sentences sentencing +sentence-fragment -> sentence-fragment sentence-fragments +sentence-grammarian -> sentence-grammarians sentence-grammarian +sentencer -> sentencers sentencer +sentimentalise -> sentimentalised sentimentalise sentimentalising +sentimentalist -> sentimentalists sentimentalist +sentimentalize -> sentimentalize sentimentalized +sentiment -> sentiment sentiments +sentinel -> sentinel sentinels sentinelled +sentry -> sentry sentries +seo -> seos seo +separate -> separate separated separates separating +separateness -> separateness separatenesses +separation -> separation separations +separatism -> separatism separatisms +separatist -> separatist separatists +separative -> separative separatives +separator -> separator separators +seperate -> seperate seperated seperates +seperation -> seperations seperation +sepia -> sepia sepias +sepoy -> sepoys sepoy +sept -> sept septs +septuagenarian -> septuagenarian septuagenarians +sepulchre -> sepulchre sepulchres +sequal -> sequal sequals +sequel -> sequel sequels +sequence -> sequences sequence sequenced sequencing +sequencer -> sequencer sequencers +sequester -> sequester sequestered sequestering +sequestrant -> sequestrants sequestrant +sequestrate -> sequestrated sequestrating sequestrate +sequestration -> sequestration sequestrations +sequestrator -> sequestrators sequestrator +sequin -> sequins sequin sequinned +sequoia -> sequoias sequoia +s -> s ser +serach -> serach serached +serac -> serac seracs +seraglio -> seraglio seraglios +seraph -> seraph seraphim +serbian -> serbian serbians +serbo-croat -> serbo-croat serbo-croats +serenade -> serenade serenading serenades serenaded +sereno -> sereno serenos +serf -> serfs serf +serf-owner -> serf-owners serf-owner +sergeant -> sergeant sergeants +serge -> serge serges +serialisation -> serialisation serialisations +serialise -> serialised serialise serialising +serialist -> serialists serialist +serialize -> serialized serialize +serial -> serial serials serialled +serif -> serifs serif +serine -> serine serines +serjeant -> serjeant serjeants +serjeanty -> serjeanties serjeanty +sermon -> sermons sermon +sermonise -> sermonises sermonise sermonising +sermonize -> sermonize sermonizing sermonized +seroconversion -> seroconversion seroconversions +seroconvert -> seroconverted seroconvert +seroprevalence -> seroprevalence seroprevalences +serosurvey -> serosurvey serosurveys +serotyp -> serotyping serotyped +serotype -> serotype serotypes +serpente -> serpentes serpente +serpentine -> serpentine serpentines serpentining +serpentinite -> serpentinite serpentinites +serpent -> serpent serpents +serrate -> serrate serrating +serum -> serum serums +servant-maid -> servant-maids servant-maid +servant -> servant servants +servaton -> servatons servaton +serve -> serving serve served serves serveing +servery -> servery serveries +server -> server servers +servian -> servians servian +serviceman -> servicemen serviceman +service-provider -> service-providers service-provider +service -> service services servicing serviced +service-user -> service-users service-user +servicewoman -> servicewomen servicewoman +servicio -> servicio servicios +servy -> servier servies servy +serviette -> serviette serviettes +servile -> servile serviles +serving-woman -> serving-woman serving-women +servitor -> servitors servitor +servitude -> servitude servitudes +servo -> servo servos +se -> se ses seing +sesh -> sesh seshed +sesquicentenary -> sesquicentenaries sesquicentenary +sessioneer -> sessioneer sessioneers +session -> session sessions +sesterce -> sesterces sesterce +'set -> 'sets 'set +setback -> setbacks setback +set-back -> set-back set-backs +set-net -> set-nets set-net +seton -> seton setons +set-piece -> set-pieces set-piece +setpiece -> setpiece setpieces +set-square -> set-squares set-square +sett -> setts sett +settee -> settee settees +setter -> setter setters +set -> set setting sets setted +settle -> settled settle settling settles +settlement -> settlement settlements +settler -> settlers settler +settlor -> settlor settlors +setup -> setups setup +set-up -> set-up set-ups +sev -> sevs sev +sevak -> sevaks sevak +seven-day -> seven-day seven-days +seven-inch -> seven-inch seven-inches +seven-night -> seven-night seven-nights +seventeen-year-old -> seventeen-year-olds seventeen-year-old +seven-year-old -> seven-year-old seven-year-olds +several -> several severals +severance -> severance severances +severe -> severe severest severer severes +sever -> severed severing sever severs +severity -> severity severities +severum -> severums severum +sevillano -> sevillanos sevillano +sevillian -> sevillian sevillians +sew -> sewn sew sewing sewed sews +sewage -> sewage sewages +sewer -> sewers sewer sewered +sewery -> seweries sewery +sewing-machine -> sewing-machine sewing-machines +sex-change -> sex-change sex-changes +sex -> sex sexes sexing sexed +sexy -> sexy sexiest sexier +sexist -> sexist sexists +sexologist -> sexologists sexologist +sex-role -> sex-role sex-roles +sex-symbol -> sex-symbols sex-symbol +sextant -> sextant sextants +sextet -> sextet sextets +sexton -> sexton sextons +sextuplet -> sextuplets sextuplet +sexualise -> sexualising sexualised +sexuality -> sexuality sexualities +sexualize -> sexualizes sexualized +sex-war -> sex-wars sex-war +sey -> sey seyed +seyh -> seyhs seyh +seyhulislam -> seyhulislam seyhulislams +seymouriamorph -> seymouriamorphs seymouriamorph +seyyid -> seyyid seyyids +sez -> sez sezs +sf -> sf sfs +shall -> shall sha +shabby -> shabby shabbiest shabbier +shackle -> shackles shackle shackled shackling +shack -> shacked shacks shack shacking +shader -> shader shaders +shade -> shade shades shading shaded +shady -> shady shadiest shadier +shadowbox -> shadowboxed shadowboxing +shadow -> shadow shadowed shadows shadowing +shadower -> shadowers shadower +shadowgraph -> shadowgraph shadowgraphs +shadowy -> shadowy shadowier +shadow-puppet -> shadow-puppets shadow-puppet +shad -> shad shads +shaft -> shafts shaft shafted shafting +shagger -> shagger shaggers +shag -> shag shagging shags shagged +shagpile -> shagpile shagpiles +shah -> shah shahs +shaikh -> shaikh shaikhs +shakedown -> shakedown shakedowns +shakehole -> shakeholes shakehole +shake-out -> shake-out shake-outs +shaker -> shaker shakers +shake-up -> shake-up shake-ups +shaky -> shaky shakiest shakier +shake -> shaken shaking shook shake shakes shaked +shako -> shako shakos +shale -> shales shale +shalloon -> shalloons shalloon +shallot -> shallot shallots +shallow -> shallow shallows shallower shallowing shallowest shallowed +sham -> shams sham shamming +shamanist -> shamanist shamanists +shaman -> shaman shamans shamen +shama -> shama shamas +shamateur -> shamateurs shamateur +shamble -> shamble shambling shambled +shame -> shame shaming shames shamed +shampoo -> shampoo shampoos shampooing +shamrock -> shamrock shamrocks +shana -> shana shanas +shandy -> shandy shandies +shank -> shank shanks shanked +shanny -> shannies shanny +shanty -> shanty shanties +shantytown -> shantytown shantytowns +shanty-town -> shanty-town shanty-towns +shapechanger -> shapechangers shapechanger +shape-changer -> shape-changers shape-changer +shapely -> shapely shapeliest +shaper -> shaper shapers +shape -> shape shapes shaped shaping +shapeshifter -> shapeshifters shapeshifter +shape-shifter -> shape-shifter shape-shifters +shapka -> shapka shapkas +shard -> shards shard +sharecropper -> sharecroppers sharecropper +sharedeal -> sharedealing sharedealer +share-dealer -> share-dealer share-dealers +shareholder -> shareholder shareholders +share-holding -> share-holdings share-holding +shareholding -> shareholding shareholdings +share-out -> share-out share-outs +shareowner -> shareowners shareowner +share-owner -> share-owners share-owner +share-pusher -> share-pushers share-pusher +sharer -> sharer sharers +shares-for-favour -> shares-for-favours shares-for-favour +share-swap -> share-swaps share-swap +share -> share sharing shared shares +shark -> sharks shark sharked sharking +sharpe -> sharpest sharpe sharper +sharpener -> sharpener sharpeners +sharpen -> sharpened sharpens sharpen sharpening +sharp -> sharp sharps sharped +sharpshooter -> sharpshooter sharpshooters +sharp-shooter -> sharp-shooter sharp-shooters +sharrock -> sharrock sharrocks +sharwood -> sharwood sharwoods +shatter -> shatter shattered shatters shattering +shave -> shave shaved shaving shaves +shaver -> shaver shavers +shavian -> shavian shavians +shawl -> shawls shawl shawled +shawm -> shawm shawms +shaw -> shaw shaws +she -> her she 'er +shearer -> shearer shearers +shearman -> shearman shearmen +shear -> shearing shears shorn sheared shear +shearwater -> shearwaters shearwater +she-ass -> she-asses she-ass +sheathe -> sheathed sheathes sheathe +sheath -> sheath sheaths +sheaf -> sheaf sheaves sheafs +sheave -> sheaved sheaves sheave +she-bear -> she-bear she-bears +shebeen -> shebeen shebeens shebeening +she-cat -> she-cat she-cats +shedder -> shedder shedders +shed -> shed shedding sheds shedded +sheen -> sheen sheened sheening sheens +sheepdog -> sheepdog sheepdogs +sheep-dog -> sheep-dog sheep-dogs +sheep-farmer -> sheep-farmers sheep-farmer +sheepfold -> sheepfolds sheepfold +sheep -> sheep sheeps +sheepskin -> sheepskin sheepskins +sheep-track -> sheep-tracks sheep-track +sheer -> sheer sheerest sheers sheering sheered +sheet-anchor -> sheet-anchor sheet-anchors +sheetflood -> sheetflood sheetfloods +sheet -> sheet sheets sheeted sheeting +sheik -> sheiks sheik +sheikdom -> sheikdom sheikdoms +sheikha -> sheikha sheikhas +sheikh -> sheikh sheikhs +sheil -> sheil sheiling +shekel -> shekel shekels +sheldonian -> sheldonian sheldonians +shelduck -> shelduck shelducks +shelf-grip -> shelf-grip shelf-grips +shell -> shells shell shelling shelled +shellback -> shellbacks shellback +shell-burst -> shell-burst shell-bursts +shell-dweller -> shell-dwellers shell-dweller +shell-hole -> shell-holes shell-hole +shellshock -> shellshock shellshocked +shell-suit -> shell-suits shell-suit +shellsuit -> shellsuit shellsuits +shelter-belt -> shelter-belts shelter-belt +shelter -> shelter sheltered sheltering shelters +shelf -> shelf shelves +shelve -> shelve shelving shelved shelves +she-mule -> she-mule she-mules +shepherdess -> shepherdesses shepherdess shepherdessed +shepherd -> shepherd shepherds shepherded shepherding +sherbet -> sherbet sherbets +sherd -> sherds sherd +shergold -> shergold shergolds +sheriff -> sheriff sheriffs +sheriffship -> sheriffships sheriffship +sherpa -> sherpa sherpas +sherry -> sherry sherries +sher -> sher shers +shew -> shewing shews shewn shew shewed +shiant -> shiant shiants +shia -> shia shias +shibboleth -> shibboleth shibboleths +shy -> shy shied shyer shies shying shyest shiest shys shier +shield -> shield shields shielded shielding +shieling -> shieling shielings +shiel -> shiel shiels +shift -> shifted shift shifts shifting +shifter -> shifter shifters +shifty -> shifty shiftier +shiftwork -> shiftwork shiftworking +shiite -> shiites shiite +shi'ite -> shi'ite shi'ites +shiksa -> shiksas shiksa +shillelagh -> shillelagh shillelaghs +shilling -> shilling shillings +shimmer -> shimmered shimmer shimmers +shim -> shim shimming shims shimmed +shimmy -> shimmied shimmying shimmy shimmies +shin -> shins shin shinning shinned +shin-bone -> shin-bone shin-bones +shindig -> shindig shindigs +shine -> shone shine shining shines shined +shiner -> shiners shiner +shingle -> shingle shingled +shiny -> shiny shiniest shinier +shinpad -> shinpad shinpads +shipbroker -> shipbroker shipbrokers +shipbuilder -> shipbuilder shipbuilders +ship-builder -> ship-builder ship-builders +shipibo -> shipibos shipibo +shipload -> shipload shiploads +shipmaster -> shipmaster shipmasters +shipmate -> shipmate shipmates +shipman -> shipman shipmen +shipment -> shipment shipments +shipowner -> shipowners shipowner +ship -> ship shipped ships shipping +shippen -> shippens shippen +shipper -> shippers shipper +shipway -> shipway shipways +shipwreck -> shipwreck shipwrecked shipwrecks +ship-wreck -> ship-wreck ship-wrecks +shipwright -> shipwrights shipwright +shipyard -> shipyards shipyard +shire -> shires shire +shireburn -> shireburns shireburn +shirehorse -> shirehorses shirehorse +shirk -> shirking shirk shirked shirks +shir -> shir shirring shirred +shirt -> shirts shirt shirted +shirt-dress -> shirt-dresses shirt-dress +shirtfront -> shirtfronts shirtfront +shirtmaker -> shirtmakers shirtmaker +shirt-sleeve -> shirt-sleeves shirt-sleeve +shirtsleeve -> shirtsleeve shirtsleeves shirtsleeved +shirt-tail -> shirt-tails shirt-tail +shite -> shite shites +shitface -> shitfaced shitface +shithead -> shithead shitheads +shit-house -> shit-houses shit-house +shithouse -> shithouse shithouses +shitload -> shitloads shitload +shitty -> shitty shittiest +shit -> shit shitting shits shitted +shiver -> shiver shivered shivering shivers +shiv -> shiv shivs +shoal -> shoals shoal shoaled shoaling +shoan -> shoan shoans +shoat -> shoat shoats +shock-absorber -> shock-absorber shock-absorbers +shocker -> shockers shocker +shock -> shock shocks shocking shocked +shock-troop -> shock-troop shock-troops +shockwave -> shockwaves shockwave +shock-wave -> shock-wave shock-waves +shoddy -> shoddy shoddier shoddiest +shoe -> shoes shoe shod shoeing shoed +shoebox -> shoebox shoeboxes +shoe-box -> shoe-box shoe-boxes +shoe-gazer -> shoe-gazers shoe-gazer +shoehorn -> shoehorn shoehorned +shoe-horn -> shoe-horn shoe-horns +shoeing-smith -> shoeing-smiths shoeing-smith +shoelace -> shoelaces shoelace shoelaced +shoe-lace -> shoe-laces shoe-lace +shoe-maker -> shoe-makers shoe-maker +shoemaker -> shoemaker shoemakers +shoe-polish -> shoe-polish shoe-polishes +shoe-shape -> shoe-shapes shoe-shape +shoeshine -> shoeshine shoeshines shoeshining +shoe-shop -> shoe-shops shoe-shop +shoestring -> shoestring shoestrings +shoe-tree -> shoe-trees shoe-tree +shogun -> shogun shoguns +shoo -> shoo shoos shooing +shoosh -> shoosh shooshing +shoot-'em-up -> shoot-'em-up shoot-'em-ups +shooter -> shooter shooters +shooting-party -> shooting-parties shooting-party +shooting-stick -> shooting-stick shooting-sticks +shootist -> shootists shootist +shootout -> shootouts shootout +shoot-out -> shoot-outs shoot-out +shop -> shopping shop shops shopped +shopaholic -> shopaholic shopaholics +shop-assistant -> shop-assistant shop-assistants +shop-fitting -> shop-fitting shop-fittings +shopfront -> shopfront shopfronts +shop-front -> shop-front shop-fronts +shop-girl -> shop-girls shop-girl +shopgirl -> shopgirl shopgirls +shopkeeper -> shopkeepers shopkeeper +shop-keeper -> shop-keeper shop-keepers +shoplift -> shoplift shoplifted +shoplifter -> shoplifters shoplifter +shopman -> shopmen shopman +shopowner -> shopowner shopowners +shop-owner -> shop-owner shop-owners +shopper -> shopper shoppers +shopping-bag -> shopping-bag shopping-bags +shopping-basket -> shopping-basket shopping-baskets +shop-steward -> shop-stewards shop-steward +shop-window -> shop-window shop-windows +shopworker -> shopworkers shopworker +shop-worker -> shop-workers shop-worker +shoreline -> shoreline shorelines +shore-line -> shore-line shore-lines +shore -> shore shoring shores shored +shortage -> shortage shortages +short-change -> short-changed short-change +shortchange -> shortchange shortchanged +shortcircuit -> shortcircuited shortcircuit shortcircuiting +short-circuit -> short-circuit short-circuiting short-circuits +shortcoming -> shortcomings shortcoming +short-coming -> short-comings short-coming +short-course -> short-course short-courses +shortcut -> shortcut shortcuts +short-cut -> short-cut short-cuts +short-distance -> short-distances short-distance +shorten -> shorten shortened shortening shortens +shortener -> shorteners shortener +short -> short shorter shortest shorting shorted +short-fall -> short-falls short-fall +shortfall -> shortfall shortfalls +shortfield -> shortfields shortfield +shortform -> shortforms shortform +shorthand -> shorthand shorthanded +shorthold -> shorthold shortholds +shorthorn -> shorthorn shorthorns +shorty -> shorty shorties +shortlist -> shortlist shortlisted shortlists shortlisting +short-list -> short-list short-lists short-listing +short-sleeve -> short-sleeves short-sleeve +short-story -> short-stories short-story +shortwave -> shortwave shortwaves +short-working -> short-working short-workings +sho -> sho shos +shoshone -> shoshone shoshones +shoot -> shooting shot shoot shoots +shot-gun -> shot-guns shot-gun +shotgun -> shotgun shotguns +shot-hole -> shot-hole shot-holes +shotter -> shotter shotters +shoulder -> shoulders shoulder shouldered shouldering +shoulder-bag -> shoulder-bag shoulder-bags +shoulderblade -> shoulderblades shoulderblade +shoulder-blade -> shoulder-blades shoulder-blade +shoulder-pad -> shoulder-pad shoulder-pads +shoulder-strap -> shoulder-strap shoulder-straps +shoulder-width -> shoulder-width shoulder-widths +should -> should shoulds +shouter -> shouters shouter +shout -> shouting shouts shouted shout +shove -> shoved shove shoving shoves +shoveler -> shoveler shovelers +shovelful -> shovelfuls shovelful +shovell -> shovells shovell +shovel -> shovels shovelled shovel shovelling +showband -> showband showbands +showcard -> showcards showcard +show-card -> show-cards show-card +showcase -> showcase showcases showcasing showcased +showdown -> showdown showdowns +showe -> showe showeing showes +shower -> showers shower showered showering +showerhead -> showerhead showerheads +shower-room -> shower-room shower-rooms +showgirl -> showgirl showgirls +showground -> showground showgrounds +showhorse -> showhorse showhorses +showhouse -> showhouse showhouses +showjumper -> showjumper showjumpers +showman -> showman showmen +show-off -> show-off show-offs +showpiece -> showpiece showpieces +show-piece -> show-piece show-pieces +showq -> showqing showq +show-reel -> show-reels show-reel +showroom -> showroom showrooms +show -> show shows shown showed showing +show-stopper -> show-stopper show-stoppers +shrink -> shrink shrank shrinking shrunk shrinks +shredder -> shredder shredders +shred -> shred shredding shreds shredded +shrewd -> shrewd shrewder shrewdest +shrew -> shrew shrews +shriek -> shrieking shrieks shriek shrieked +shrill -> shrill shriller shrills shrillest +shril -> shrilled shrilling +shrimper -> shrimper shrimpers +shrimp -> shrimp shrimps shrimping +shrine -> shrine shrines +shrinkage -> shrinkage shrinkages +shrive -> shrived shrive shriving +shrivel -> shrivel shrivelled shrivels shrivelling +shroud -> shrouded shroud shrouds shrouding +shrub -> shrubs shrub +shrubbery -> shrubbery shrubberies +shrug -> shrugged shrug shrugs shrugging +shubunkin -> shubunkins shubunkin +shuck -> shuck shucked shucking +shudder -> shudder shuddered shuddering shudders +shuffle -> shuffling shuffled shuffle shuffles +shuff -> shuff shuffs +shun -> shunned shun shunning shuns +shunt -> shunting shunt shunts shunted +shunter -> shunter shunters +shuriken -> shurikens shuriken +shush -> shushed shushing shush shushes +shutdown -> shutdowns shutdown +shut-down -> shut-down shut-downs +shute -> shute shutes +shut-in -> shut-in shut-ins +shut-out -> shut-out shut-outs +shutter -> shutters shutter shuttering +shut -> shut shutting shuts +shuttle -> shuttled shuttle shuttling shuttles +shuttlecock -> shuttlecocked shuttlecock shuttlecocks +shyster -> shyster shysters +siamang -> siamang siamangs +siamese -> siamese siamesed +siberian -> siberian siberians +sibilant -> sibilant sibilants +sibling -> siblings sibling +sib -> sib sibs +sicilian -> sicilian sicilians +sicken -> sickens sicken sickened +sick -> sick sickest sicker sicking sicked sicks +sickle -> sickles sickle sickling +sickly -> sickly sicklier sickliest sicklied +sickness -> sickness sicknesses +sicko -> sickos sicko +sick-room -> sick-room sick-rooms +sicky -> sickies sicky +side-aisle -> side-aisles side-aisle +sidearm -> sidearm sidearms +sideband -> sidebands sideband +sidebar -> sidebar sidebars +sideboard -> sideboard sideboards +side-booth -> side-booths side-booth +sideburn -> sideburns sideburn +sidecar -> sidecar sidecars +sidechain -> sidechains sidechain +side-chain -> side-chain side-chains +side-chapel -> side-chapel side-chapels +sidecut -> sidecutting sidecuts sidecut +side-drum -> side-drums side-drum +side-effect -> side-effects side-effect +sidefoot -> sidefooted sidefoot +side-foot -> side-foot side-footed +side-glance -> side-glance side-glances +sidehole -> sideholes sidehole +side-issue -> side-issue side-issues +sidekick -> sidekick sidekicks +sidelight -> sidelights sidelight +sideline -> sidelines sideline sidelined sidelining +side-line -> side-line side-lined side-lines +sidelock -> sidelocks sidelock +sideman -> sidemen sideman +side-passage -> side-passage side-passages +sideplate -> sideplate sideplated +side-pond -> side-pond side-ponds +side-product -> side-product side-products +siderite -> siderites siderite +side-road -> side-roads side-road +sider -> sider siders +side -> side sides siding sided +side-screen -> side-screens side-screen +sideshoot -> sideshoots sideshoot +side-shoot -> side-shoots side-shoot +sideshow -> sideshow sideshows +side-show -> side-show side-shows +sideslip -> sideslipping sideslip sideslipped +side-slip -> side-slip side-slips +sidesman -> sidesman sidesmen +sidespin -> sidespins sidespin +side-stall -> side-stall side-stalls +side-step -> side-stepped side-step side-steps +sidestep -> sidestep sidestepped sidestepping sidesteps +sidestreet -> sidestreet sidestreets +side-street -> side-street side-streets +side-swipe -> side-swipe side-swipes +sideswipe -> sideswipe sideswiping sideswiped +side-table -> side-tables side-table +sidetrack -> sidetracked sidetracks sidetrack sidetracking +side-track -> side-track side-tracks +side-trip -> side-trip side-trips +sidewalk -> sidewalk sidewalks +sidewall -> sidewalls sidewall +side-wall -> side-wall side-walls +side-ward -> side-ward side-wards +side-window -> side-windows side-window +sidle -> sidled sidling sidle sidles +siege -> siege sieges +siege-tower -> siege-towers siege-tower +sienna -> siennas sienna +sierra -> sierra sierras +siesta -> siesta siestas +sieve -> sieves sieved sieving sieve +sieze -> siezed sieze siezing +sifter -> sifter sifters +sift -> sifted sifting sift sifts +sigh -> sighed sigh sighs sighing +sight -> sighted sight sights sighting +sighter -> sighter sighters +sightline -> sightlines sightline +sightscreen -> sightscreen sightscreens +sightseer -> sightseers sightseer +sigil -> sigils sigil +sigma -> sigma sigmas +sigmoid -> sigmoid sigmoids +sign -> signs sign signed signing signning +signalbox -> signalbox signalboxes +signal-box -> signal-box signal-boxes +signale -> signaled signaling +signal -> signal signalled signals signalling +signaller -> signaller signallers +signalman -> signalman signalmen +signatory -> signatory signatories +signature -> signatures signature +signboard -> signboard signboards +signer -> signer signers +signe -> signe signes +sign-group -> sign-groups sign-group +signifer -> signifers signifer +significance -> significance significances +significate -> significating significate +signification -> signification significations +signify -> signify signified signifies signifying +signifier -> signifiers signifier +sign-language -> sign-language sign-languages +sign-post -> sign-posted sign-post sign-posts +signpost -> signposts signposting signposted signpost +signwriter -> signwriter signwriters +sign-writer -> sign-writer sign-writers +sihanoukist -> sihanoukists sihanoukist +sikh -> sikh sikhs +silage -> silage silaging silages +silence -> silence silenced silences silencing +silencer -> silencers silencer +silent -> silent silents +silhouette -> silhouette silhouettes silhouetted +silica -> silica silicas +silicate -> silicate silicates +silicon -> silicon siliconed siliconing +silicone -> silicone silicones +silky -> silky silkiest silkier +silkmoth -> silkmoths silkmoth +silk -> silk silks silked silking +silkscreen -> silkscreen silkscreened silkscreens +silk-screen -> silk-screen silk-screens +silkworm -> silkworm silkworms +sillabub -> sillabub sillabubs +silla -> silla sillas +silly -> silly sillier silliest +silliness -> silliness sillinesses +sill -> sill sills +silo -> silos silo +silty -> silty siltier +silt -> silt silting silts silted +siltstone -> siltstone siltstones +silver-grey -> silver-grey silver-greys +silver -> silver silvering silvered silvers +silverpoint -> silverpoint silverpoints +silversmith -> silversmith silversmiths +silylate -> silylated silylating +sime -> sime simes +simian -> simian simians +similarity -> similarities similarity +similar -> similar similars +simile -> similes simile +similiarity -> similiarities similiarity +simkin -> simkin simkins +simmer -> simmered simmer simmers simmering +simonite -> simonite simonites +simper -> simpered simper simpers simpering +simple -> simple simpler simplest simples simpling +simpleton -> simpleton simpletons +simplicity -> simplicity simplicities +simplification -> simplifications simplification +simplify -> simplify simplified simplifying simplifies +simpson -> simpson simpsons +simularity -> simularity simularities +simulate -> simulates simulate simulating simulated +simulation -> simulations simulation +simulator -> simulator simulators +simulcast -> simulcasting simulcast +simultaneity -> simultaneity simultaneities +since -> since sinced +sincere -> sincere sincerest +sincerity -> sincerity sincerities +sinecure -> sinecure sinecures +sine -> sine sines +sinew -> sinews sinew sinewed +sinfonietta -> sinfonietta sinfoniettas +singalong -> singalongs singalong +sing-along -> sing-along sing-alongs +sing-a-long -> sing-a-long sing-a-longs +singaporean -> singaporean singaporeans +singaround -> singaround singarounds +singe -> singed singe singeing singes +singer -> singer singers +singer-songwriter -> singer-songwriters singer-songwriter +singh -> singh singhing +sing -> sings singing sing sang sung singin' +single-coil -> single-coil single-coils +single -> single singled singles singling +single-decker -> single-deckers single-decker +single-end -> single-ends single-end +single-hander -> single-hander single-handers +single-mother -> single-mothers single-mother +single-parent -> single-parent single-parents +single-seater -> single-seater single-seaters +single-storey -> single-storey single-storeyed +singleton -> singleton singletons +singlet -> singlet singlets +singpho -> singphos singpho +singsong -> singsong singsongs +sing-song -> sing-song sing-songs +singularity -> singularity singularities +singular -> singular singulars +sinister -> sinister sinisters +sinistral -> sinistral sinistrals +sink -> sinking sink sunk sinks sank +sinker -> sinker sinkers +sinkful -> sinkful sinkfuls +sinner -> sinner sinners +sinne -> sinne sinnes +sinologist -> sinologist sinologists +sinophile -> sinophiles sinophile +sin -> sin sins sinning sinned +sinter -> sintering sintered sinters sinter +sinusoid -> sinusoids sinusoid +sion -> sion sions +siphon -> siphon siphoned siphoning siphons +sipp -> sipp sipps +sip -> sip sips sipping sipped +sirdar -> sirdars sirdar +sire -> sire sired siring sires +siren -> siren sirens +sirloin -> sirloin sirloins +sir -> sir sirs +siskin -> siskins siskin +sisson -> sisson sissons +sister -> sisters sister +sister-in-law -> sister-in-law sister-in-laws +sister-party -> sister-party sister-parties +sitar -> sitar sitars +sit-com -> sit-coms sit-com +sitcom -> sitcom sitcoms +sit-down -> sit-down sit-downs +site -> sites site sited siting +sit-in -> sit-in sit-ins +sitka -> sitka sitkas +sitrep -> sitreps sitrep +sit -> sat sits sitting sit +sitter -> sitter sitters +'sit -> 'sit 'sitting +sitting-room -> sitting-room sitting-rooms +situate -> situated situating situate situates +situationist -> situationist situationists +situation -> situation situations +sit-up -> sit-ups sit-up +six-a-side -> six-a-side six-a-sides +six-bedroom -> six-bedroom six-bedrooms +six-cylinder -> six-cylinder six-cylinders +sixer -> sixers sixer +six-gun -> six-gun six-guns +six-hit -> six-hit six-hits +six-inch -> six-inch six-inches +six-month -> six-month six-months +six-pack -> six-pack six-packs +sixpence -> sixpence sixpences +six-shooter -> six-shooter six-shooters +sixteen -> sixteen sixteener +sixteen-year-old -> sixteen-year-old sixteen-year-olds +sixth-former -> sixth-formers sixth-former +six-time -> six-times six-time +sixty-year-old -> sixty-year-old sixty-year-olds +six-wheeler -> six-wheeler six-wheelers +six-year-old -> six-year-old six-year-olds +size -> sized size sizes sizing +size-class -> size-class size-classes +sizzle -> sizzle sizzled sizzling sizzles +sizzler -> sizzler sizzlers +sjambok -> sjambok sjamboks +sk -> sker sk sked +skald -> skalded skalds skald +skank -> skank skanked skanking +skaro -> skaros skaro +skateboarder -> skateboarders skateboarder +skateboard -> skateboard skateboarding skateboards +skater -> skater skaters +skate -> skate skating skates skated +skating-rink -> skating-rinks skating-rink +skedaddle -> skedaddled skedaddle +skeeter -> skeeter skeetered +skeg -> skeg skegs +skein -> skein skeins +skeleton -> skeleton skeletons +skep -> skep skeps +skepticism -> skepticism skepticisms +skerry -> skerries skerry +sketch -> sketches sketch sketched sketching +sketchbook -> sketchbook sketchbooks +sketch-book -> sketch-book sketch-books +sketcher -> sketchers sketcher +sketchy -> sketchy sketchiest sketchier +sketchpad -> sketchpad sketchpads +sketch-pad -> sketch-pad sketch-pads +skew -> skewed skew skews skewing +skewbald -> skewbalds skewbald +skewer -> skewering skewers skewer skewered +ski -> skiing ski skis ski-ing +skiboot -> skiboot skiboots +ski-bum -> ski-bum ski-bums +skid -> skid skidding skids skidded +skidmark -> skidmark skidmarks +skidoo -> skidoos skidoo +skier -> skiers skier +sky -> sky skies skied skying +skiff -> skiff skiffs +ski-hat -> ski-hats ski-hat +skiy -> skiier skiied +skilift -> skilifts skilift +ski-lift -> ski-lift ski-lifts +skill -> skills skill skilling +skillet -> skillet skillets +ski-mask -> ski-masks ski-mask +skimmer -> skimmer skimmers +skimp -> skimping skimp skimped skimps +skimpy -> skimpy skimpiest +skim -> skim skims skimmed skimming +skin-colour -> skin-colours skin-colour +skin-diver -> skin-diver skin-divers +skin-fold -> skin-folds skin-fold +skinhead -> skinheads skinhead +skink -> skink skinks +skinner -> skinner skinners +skinny -> skinny skinnier skinnies skinniest +skin -> skin skins skinned skinning +skin-type -> skin-type skin-types +skipjack -> skipjack skipjacks +skipload -> skipload skiploads +ski-pole -> ski-poles ski-pole +skip -> skip skipped skipping skips +skipper -> skipper skippers skippering skippered +skipping-rope -> skipping-rope skipping-ropes +skirl -> skirled skirl skirls skirling +skirmish -> skirmishes skirmish skirmishing skirmished +skirmisher -> skirmishers skirmisher +skirt -> skirt skirting skirted skirts +skirting-board -> skirting-board skirting-boards +skirt-length -> skirt-lengths skirt-length +skischool -> skischools skischool +ski-slope -> ski-slopes ski-slope +skisuit -> skisuit skisuits +skit -> skits skit +ski-tow -> ski-tows ski-tow +skitter -> skittered skittering skitter skitters +skittle -> skittle skittling skittles skittled +skive -> skive skiving skived +skivvy -> skivvy skivvying skivvies +skool -> skool skools +skorpion -> skorpion skorpions +skrag -> skragged skrag skragging +skua -> skua skuas +skulker -> skulker skulkers +skulk -> skulk skulks skulking skulked +skullcap -> skullcaps skullcap +skull-cap -> skull-cap skull-caps +skull -> skull skulls +skunk -> skunk skunks skunked +skydive -> skydiving skydive +skydiver -> skydivers skydiver +skyhawk -> skyhawk skyhawks +skyhook -> skyhooks skyhook +skylark -> skylarking skylark skylarks +skylight -> skylights skylight +skyline -> skyline skylines skylined +skyraider -> skyraider skyraiders +sky-rocket -> sky-rockets sky-rocket +skyrockete -> skyrocketed skyrocketing +skyscape -> skyscapes skyscape +sky-scraper -> sky-scrapers sky-scraper +skyscraper -> skyscraper skyscrapers +skyship -> skyship skyships +skyview -> skyview skyviews +slab -> slab slabs slabbed +slabstone -> slabstones slabstone +slacken -> slackening slackened slacken slackens +slack -> slack slacks slacking slacker slackest slacked +slag-heap -> slag-heap slag-heaps +slag -> slagging slags slag slagged +slake -> slake slaked slaking +slalomist -> slalomist slalomists +slalom -> slalom slaloms +slammer -> slammers slammer +slam -> slammed slamming slam slams +slander -> slander slandered slanders slandering +slanderer -> slanderer slanderers +slange -> slanged slange +slang -> slang slanging slangs +s-language -> s-languages s-language +slant -> slant slanting slanted slants +slap -> slapped slap slaps slapping +slap-bang -> slap-bang slap-bangs +slaphead -> slaphead slapheads +slash -> slash slashed slashes slashing +slasher -> slasher slashers +slat -> slats slat +slate-quarry -> slate-quarries slate-quarry +slater -> slater slaters +slate -> slate slates slated slating +slather -> slather slathered +slattern -> slattern slatterns +slaughterer -> slaughterers slaughterer +slaughterhouse -> slaughterhouse slaughterhouses +slaughterman -> slaughtermen slaughterman +slaughter -> slaughtered slaughters slaughter slaughtering +slave-driver -> slave-drivers slave-driver +slave-girl -> slave-girls slave-girl +slaveholder -> slaveholders slaveholder +slave-master -> slave-masters slave-master +slave-owner -> slave-owners slave-owner +slaver -> slaver slavered slavers slavering +slave-ship -> slave-ships slave-ship +slave-trader -> slave-traders slave-trader +slave -> slave slaving slaves slaved +slavonian -> slavonian slavonians +slavophile -> slavophiles slavophile +slavophil -> slavophil slavophils +slav -> slav slavs +slayer -> slayers slayer +slay -> slain slaying slay slays +sleazeball -> sleazeballs sleazeball +sleazy -> sleazy sleazier sleaziest +sledge -> sledges sledge sledging sledged +sledgehammer -> sledgehammer sledgehammers sledgehammering +sledge-hammer -> sledge-hammer sledge-hammers +sledger -> sledger sledgers +sled -> sled sleds +sleek -> sleek sleeker sleeking sleekest sleeks sleeked +sleeper -> sleepers sleeper sleepered +sleepy -> sleepy sleepier sleepies +sleeping-bag -> sleeping-bag sleeping-bags +sleeping-car -> sleeping-car sleeping-cars +sleeping-pill -> sleeping-pills sleeping-pill +sleepwalk -> sleepwalking sleepwalk sleepwalked +sleep-walker -> sleep-walkers sleep-walker +sleepwalker -> sleepwalker sleepwalkers +sleet -> sleet sleeting sleeted +sleeve-note -> sleeve-notes sleeve-note +sleeve -> sleeve sleeves sleeved sleeving +sleighbell -> sleighbell sleighbells +sleigh -> sleigh sleighing sleighed sleighs +sleight -> sleight sleights +slendere -> slenderest slenderer +slender -> slender slendering +sleep -> sleep slept sleeps sleeping +sleuth -> sleuths sleuth +slew -> slew slewed slewing slews +slice -> slices sliced slice slicing +slicer -> slicer slicers +slick -> slick slicks slicked slickest slicker slicking +slider -> slider sliders +slide-rule -> slide-rule slide-rules +slide -> slide slides slid sliding +slideshow -> slideshows slideshow +slide-show -> slide-shows slide-show +sliding-scale -> sliding-scale sliding-scales +slight -> slighted slight slightest slighter slights slighting +sligo -> sligo sligos +slimeball -> slimeball slimeballs +slimy -> slimy slimier slimiest +slime -> slime sliming slimed slimes +slimline -> slimline slimlines +slim -> slim slimmer slimming slimmed slimmest slims +sline -> slines sline +slingback -> slingbacks slingback +sling-back -> sling-back sling-backs +slinger -> slingers slinger +slingo -> slingos slingo +slinky -> slinky slinkier slinkiest +slink -> slinking slinks slink slinked +slipcase -> slipcases slipcase +slip-case -> slip-cases slip-case +sliphouse -> sliphouse sliphouses +slip-on -> slip-ons slip-on +slipover -> slipover slipovers +slippage -> slippage slippages +slip -> slipping slipped slips slip +slipper -> slipper slippers slippered +slippy -> slippy slippier +sliproad -> sliproads sliproad +slip-road -> slip-road slip-roads +slipstitch -> slipstitch slipstitching +slipstream -> slipstream slipstreamed slipstreaming +slip-up -> slip-up slip-ups +slipway -> slipway slipways +slit -> slits slit slitting slitted +slither -> slither slithering slithers slithered +slitty -> slittier slitty +sliver -> sliver slivers +slobber -> slobbering slobber slobbers slobbered +slob -> slob slobs slobbed slobbing +slo-cooker -> slo-cooker slo-cookers +sloe -> sloe sloes +slogan -> slogans slogan +sloganise -> sloganised sloganising +slogger -> slogger sloggers +slog -> slog slogging slogs slogged +sloop -> sloop sloops +sloper -> sloper slopers +slope -> slope slopes sloping sloped +sloppy -> sloppy sloppiest sloppier +slop -> slop slopping slopped slops +slosh -> sloshed sloshes sloshing slosh +sloth -> sloth sloths +slot-machine -> slot-machine slot-machines +slot -> slot slotted slots slotting +slouch -> slouch slouched slouching slouches +slough -> slough sloughed sloughing sloughs +slovakian -> slovakian slovakians +slovak -> slovak slovaks +slovene -> slovenes slovene +slovenian -> slovenian slovenians +slow -> slowed slow slower slowing slows slowest +slowcoach -> slowcoach slowcoaches +slow-dance -> slow-dance slow-dances +slowdown -> slowdown slowdowns +slow-match -> slow-matches slow-match +slow-worm -> slow-worm slow-worms +slubber -> slubbered slubber +slub -> slub slubs +sludd -> sludds sludd +sludge -> sludge sludging sludges sludged +sluggard -> sluggard sluggards +slugger -> slugger sluggers +slug-pellet -> slug-pellets slug-pellet +slug -> slug slugs slugging slugged +sluice -> sluiced sluice sluicing sluices +slumber -> slumbers slumbered slumber slumbering +slum-dweller -> slum-dwellers slum-dweller +slump -> slump slumped slumps slumping +slum -> slum slums slumming +sling -> sling slung slings slinging +slur -> slurring slur slurred slurs +slurp -> slurp slurping slurped slurps +slurry -> slurry slurries slurried slurrying +slush -> slush slushed slushing +slushy -> slushy slushier +slut -> slut sluts +smack -> smack smacked smacks smacking +smacker -> smacker smackers +smackhead -> smackheads smackhead +small-animal -> small-animal small-animals +small-area -> small-area small-areas +small-arm -> small-arms small-arm +small-businessman -> small-businessmen small-businessman +small -> small smaller smallest smalls +smallholder -> smallholders smallholder +small-holder -> small-holders small-holder +smallholding -> smallholding smallholdings +small-holding -> small-holding small-holdings +small-hour -> small-hours small-hour +small-number -> small-number small-numbers +small-scale -> small-scale small-scales +smarm -> smarm smarmed smarms +smart-aleck -> smart-aleck smart-alecks +smartarse -> smartarses smartarse +smart-drug -> smart-drug smart-drugs +smarten -> smartened smarten smartening smartens +smart -> smart smartest smarting smarter smarts smarted +smartgun -> smartguns smartgun +smarty -> smarties smarty +smasher -> smashers smasher +smash -> smashed smashing smash smashes +smatter -> smattered smatter +smattering -> smattering smatterings +sme -> smes sme +smear -> smeared smear smears smearing +smeatonian -> smeatonian smeatonians +smedley -> smedley smedleys +smelly -> smelly smellier smelliest smellies +smell -> smell smells smelling smelled smelt +smelter -> smelter smelters +smile -> smile smiled smiling smiles smilin' +smiler -> smilers smiler +smiley -> smiley smileys +smily -> smily smilies +smirch -> smirched smirch +smirk -> smirk smirking smirked smirks +smirnoff -> smirnoff smirnoffs +smir -> smir smirring +smithe -> smithe smithed +smithereen -> smithereens smithereen +smith-god -> smith-gods smith-god +smithy -> smithy smithies +smith -> smith smiths +smit -> smit smitted +smite -> smite smitten smiting smites smote +smittle -> smittle smittling +smla -> smla smlas +smoak -> smoaking smoak +smock -> smock smocks smocking smocked +smoggy -> smoggiest smoggy +smog -> smog smogs +smokebuster -> smokebusters smokebuster +smokehouse -> smokehouse smokehouses +smoker -> smokers smoker +smokery -> smokeries smokery +smokescreen -> smokescreen smokescreens +smoke-screen -> smoke-screen smoke-screens +smoke-signal -> smoke-signal smoke-signals +smokestack -> smokestacks smokestack +smoky -> smoky smokies smokier +smoke -> smoke smoking smoked smokes +smole -> smole smoling +smolt -> smolt smolts +smoochy -> smoochy smoochier smoochiest +smooch -> smooch smooching smooched +smooth -> smooth smoother smoothing smoothed smooths smoothest +smoothe -> smoothe smoothes +smoothy -> smoothies smoothy +smother -> smothered smothers smother smothering +smoulder -> smoulder smouldering smouldered smoulders +smudge -> smudged smudge smudging smudges +smug -> smug smuggest smugger +smuggler -> smugglers smuggler +smuggle -> smuggled smuggling smuggle smuggles +smurf -> smurfs smurf +smut -> smut smuts smutting +smutty -> smutty smuttier +sn -> sns sn +snack -> snacks snack snacked snacking +snack-bar -> snack-bar snack-bars +snaffle -> snaffled snaffle snaffles +snaffle-bit -> snaffle-bit snaffle-bits +snaggle -> snaggled snaggle +snag -> snag snags snagged snagging +snail -> snails snail +snake-bark -> snake-bark snake-barks +snakehead -> snakehead snakeheads +snake -> snakes snaking snake snaked +snap -> snaps snap snapped snapping snapper +snapdragon -> snapdragons snapdragon +snappy -> snappy snappier snappiest +snappit -> snappits snappit +snapshot -> snapshots snapshot +snap-shot -> snap-shot snap-shots +snare -> snared snare snares snaring +snarl -> snarl snarling snarled snarls +snarl-up -> snarl-up snarl-ups +snatch -> snatched snatch snatches snatching +snatcher -> snatcher snatchers +snazzy -> snazzy snazzier snazziest +snco -> snco sncos +sneak -> sneaked sneak sneaking sneaks +sneaker -> sneaker sneakers +sneaky -> sneaky sneakier +sneer -> sneer sneered sneering sneers +sneerer -> sneerers sneerer +sneeze -> sneezed sneezing sneezes sneeze +snelgrove -> snelgrove snelgroves +snick -> snick snicked snicks snicking +snicker -> snickered snicker snickering snickers +snide -> snide snider +sniff -> sniffing sniffed sniff sniffs +sniffer -> sniffers sniffer +sniffle -> sniffle sniffling sniffles sniffled +snifter -> snifters snifter +snigger -> snigger sniggering sniggered sniggers +snipe -> sniping snipe sniped snipes +sniper -> sniper snipers +sniperscope -> sniperscope sniperscopes +snip -> snip snipped snips snipping +snipper -> snipper snippers +snippet -> snippets snippet +snitch -> snitch snitched snitching +snivel -> snivelling snivelled snivel +snob -> snobs snob +snobbery -> snobbery snobberies +snog -> snogging snog snogged snogs +snood -> snoods snood +snooker -> snooker snookered snookers +snoop -> snooping snoop snooped snoops +snooper -> snoopers snooper +snooze -> snooze snoozing snoozed snoozes +snore -> snored snore snoring snores +snorer -> snorers snorer +snorkeller -> snorkellers snorkeller +snorkel -> snorkel snorkelling snorkels +snort -> snort snorting snorted snorts +snotling -> snotling snotlings +snot -> snot snots +snotty -> snotty snotties +snout -> snout snouts snouting +snowbal -> snowballed snowballing +snowball -> snowball snowballs +snow-bank -> snow-bank snow-banks +snow-blower -> snow-blowers snow-blower +snowboarder -> snowboarders snowboarder +snowboard -> snowboards snowboarding +snowcem -> snowcem snowcemmed +snowcock -> snowcock snowcocks +snowdrift -> snowdrifts snowdrift +snow-drift -> snow-drifts snow-drift +snowdrop -> snowdrops snowdrop +snow -> snow snowed snows snowing +snowfall -> snowfalls snowfall +snowfield -> snowfields snowfield +snowflake -> snowflakes snowflake +snow-flake -> snow-flakes snow-flake +snowman -> snowman snowmen +snowmobile -> snowmobiles snowmobile snowmobiling +snowplough -> snowploughs snowplough +snow-plough -> snow-ploughs snow-plough +snowscape -> snowscape snowscapes +snowscene -> snowscene snowscenes +snow-storm -> snow-storms snow-storm +snowstorm -> snowstorm snowstorms +snow-wreath -> snow-wreaths snow-wreath +snowy -> snowy snowys snowiest +snub -> snub snubbed snubs snubbing +snuffbox -> snuffboxes snuffbox +snuff-box -> snuff-boxes snuff-box +snuff -> snuff snuffed snuffing snuffs +snuffer -> snuffers snuffer +snuffle -> snuffle snuffling snuffled snuffles +snug -> snugs snug snuggest snugger snugged +snuggle -> snuggled snuggling snuggle snuggles +soa -> soas soa +soakaway -> soakaway soakaways +soak -> soaking soaked soak soaks +so-and-so -> so-and-so so-and-sos +soapbox -> soapbox soapboxes +soap -> soap soaps soaping soaped +soar -> soaring soar soared soars +soave -> soave soaves +soay -> soay soays +sob -> sob sobbed sobs sobbing +sober -> sober sobered sobers sobering +sobere -> soberer soberest +sobriquet -> sobriquets sobriquet +sociale -> sociale sociales +socialise -> socialising socialise socialised socialises +socialism -> socialism socialisms +socialiste -> socialiste socialistes +socialist-feminist -> socialist-feminist socialist-feminists +socialist -> socialist socialists +socialite -> socialites socialite +socialize -> socialized socialize socializing socializes +social-revolutionary -> social-revolutionaries social-revolutionary +social -> social socials +social-science -> social-science social-sciences +social-service -> social-services social-service +societa -> societa societas +society -> society societies societys +socinian -> socinians socinian +sociobiologist -> sociobiologists sociobiologist +socioeconomic -> socioeconomic socioeconomics +sociolinguist -> sociolinguists sociolinguist +sociolinguistic -> sociolinguistics sociolinguistic +sociology -> sociology sociologies +sociologist -> sociologists sociologist +sociologize -> sociologize sociologizing +sociopath -> sociopath sociopaths +socio -> socio socios +sock -> socks sock socked socking +socket -> socket sockets +sock-maker -> sock-maker sock-makers +soc -> soc socs +sod -> sods sod sodding +sodality -> sodalities sodality +soda -> soda sodas +sodger -> sodgers sodger +sodomy -> sodomy sodomies +sodomise -> sodomised sodomise sodomising +sodomite -> sodomite sodomites +sofabed -> sofabeds sofabed +sofa-bed -> sofa-bed sofa-beds +sofa -> sofa sofas +soffit -> soffit soffits +softback -> softback softbacks +soft-ball -> soft-balls soft-ball +soft-commission -> soft-commissions soft-commission +soft-drink -> soft-drinks soft-drink +softener -> softeners softener +soften -> softened softening soften softens +soft -> soft softer softest softs softing +softfont -> softfont softfonts +softy -> softy softies +softner -> softner softners +softness -> softness softnesses +soft-spot -> soft-spots soft-spot +soft-top -> soft-top soft-tops +softwood -> softwood softwoods +soggy -> soggy soggiest +soil-nutrient -> soil-nutrient soil-nutrients +soil -> soil soils soiled soiling +soiree -> soiree soirees +sojourn -> sojourn sojourns sojourned sojourning +solace -> solace solaced +solanum -> solanum solanums +solarise -> solarised solarise solarising +solarium -> solariums solarium +solar -> solar solars +soldano -> soldanos soldano +solder -> solder soldered soldering solders +soldier-husband -> soldier-husband soldier-husbands +soldier -> soldier soldiers soldiering soldiered +solebar -> solebar solebars +solecism -> solecisms solecism +solemnise -> solemnised solemnising +solemnity -> solemnity solemnities +solenoid -> solenoid solenoids +solera -> soleras solera +sole -> sole soles soled soling soler +solfatara -> solfatara solfataras +solicit -> solicited solicit solicits soliciting +solicitation -> solicitations solicitation +solicitor -> solicitor solicitors +solictor -> solictors solictor +solidarity -> solidarity solidarities +solide -> solidest solide +solider -> soliders solider +solidify -> solidify solidifies solidified solidifying +solidity -> solidity solidities +solid -> solid solids +soliloquise -> soliloquise soliloquising +soliloquize -> soliloquized soliloquizes +soliloquy -> soliloquies soliloquy +solitary -> solitary solitaries +soliton -> soliton solitons +solitude -> solitude solitudes +solognat -> solognats solognat +soloist -> soloists soloist +solo -> solo solos soloing +sol -> sol sols +solstice -> solstice solstices +solubility -> solubility solubilities +solubilize -> solubilize solubilized +solute -> solute solutes +solution -> solution solutions +solvate -> solvates solvated +solve -> solved solve solving solves +solvent -> solvent solvents +solver -> solver solvers +somali -> somalis somali +somalian -> somalians somalian +sombrero -> sombrero sombreros +somebody -> somebody somebodies +someday -> someday somedays +someone -> someone someones +somersault -> somersault somersaults somersaulting somersaulted +somervillian -> somervillian somervillians +something -> something somethings +sometyme -> sometyme sometymes +some -> some soming +somite -> somites somite +sommelier -> sommeliers sommelier +somme -> somme sommes +somnambulist -> somnambulists somnambulist +somo -> somo somos +sonar -> sonar sonars +sonata -> sonata sonatas +sonatina -> sonatina sonatinas +sone -> sone sones +song -> songs song +songbird -> songbird songbirds +song-bird -> song-bird song-birds +songbook -> songbooks songbook +song-book -> song-books song-book +song-cycle -> song-cycle song-cycles +songe -> songe songes songed +songline -> songlines songline +song-sheet -> song-sheet song-sheets +songster -> songsters songster +songstress -> songstress songstresses +song-thrush -> song-thrushes song-thrush +song-title -> song-titles song-title +song-type -> song-type song-types +songwriter -> songwriter songwriters +song-writer -> song-writer song-writers +sonicate -> sonicated sonicating +sonic -> sonic sonics +sonne -> sonne sonnes +sonneteer -> sonneteer sonneteers +sonnet -> sonnet sonnets +sonogram -> sonogram sonograms +sonolidate -> sonolidate sonolidating +sonorant -> sonorant sonorants +sonority -> sonorities sonority +son -> son sons sonning soned +soot -> soot sooted sooting +soothe -> soothes soothe soothed +soother -> soother soothers +soothsayer -> soothsayer soothsayers +sooty -> sooty sooties +sop -> sops sop sopped sopping +sophism -> sophisms sophism +sophisticate -> sophisticates sophisticate +sophistication -> sophistication sophistications +sophistry -> sophistries sophistry +soppy -> soppy soppier +soprano -> soprano sopranos +sorbet -> sorbet sorbets +sorcerer -> sorcerer sorcerers +sorceress -> sorceress sorceresses +sorcery -> sorcery sorceries +sore -> sore sores sorer +sorghum -> sorghum sorghums +sorn -> sorns sorn +sorority -> sororities sorority +sorp -> sorp sorps +sorrel -> sorrel sorrels +sorry -> sorry sorrier sorriest sorries sorrying +sorrow -> sorrows sorrow sorrowed +sorte -> sortes sorte +sorter -> sorters sorter +sortie -> sorties sortie +sort-of -> sort-of sort-ofs +sort -> sort sorts sorting sorted +sot -> sot sots +sottise -> sottises sottise +soubriquet -> soubriquet soubriquets +sough -> soughed soughing sough soughs +souk -> souks souk +soulboy -> soulboy soulboys +soul-cialist -> soul-cialists soul-cialist +souldier -> souldiers souldier +soule -> soule soules +soul-friend -> soul-friends soul-friend +soulmate -> soulmates soulmate +soul-mate -> soul-mate soul-mates +soul -> soul souls souled +soulster -> soulster soulsters +sound -> sounds sound sounded sounding sounder soundest +soundalike -> soundalike soundalikes +soundbite -> soundbite soundbites +sound-bite -> sound-bite sound-bites +soundboard -> soundboard soundboards +soundcard -> soundcard soundcards +sound-change -> sound-change sound-changes +soundcheck -> soundcheck soundchecks soundchecking +sound-effect -> sound-effects sound-effect +soundhole -> soundhole soundholes +sound-image -> sound-image sound-images +sounding-board -> sounding-board sounding-boards +sound-man -> sound-men sound-man +soundproof -> soundproofed soundproof soundproofing +sound-pulse -> sound-pulse sound-pulses +soundstage -> soundstage soundstages +sound-system -> sound-system sound-systems +soundtrack -> soundtrack soundtracks soundtracking +sound-track -> sound-track sound-tracks +soundwave -> soundwave soundwaves +soup-kitchen -> soup-kitchen soup-kitchens +soup-plate -> soup-plate soup-plates +soup -> soup soups souped souping +sourcebook -> sourcebook sourcebooks +source -> source sources sourced sourcing +source-text -> source-texts source-text +sourpuss -> sourpuss sourpusses +sour -> sour sours soured souring sourer sourest +sous-chef -> sous-chef sous-chefs +souse -> souse soused sousing +soutane -> soutane soutanes +souterrain -> souterrains souterrain +southampton -> southampton southamptoned +southdown -> southdown southdowns +south-easterly -> south-easterly south-easterlies +southerner -> southerners southerner +southland -> southland southlands +southpaw -> southpaw southpaws +south -> south souths +southumbrian -> southumbrians southumbrian +south-westerly -> south-westerly south-westerlies +souvenir -> souvenir souvenirs +sou'wester -> sou'wester sou'westers +sov -> sovs sov +sovereign -> sovereign sovereigns +sovereignty -> sovereignty sovereignties +soviet -> soviet soviets +sowar -> sowar sowars +sowden -> sowdens sowden +sower -> sower sowers +sowetan -> sowetan sowetans +sow -> sown sowing sow sowed sows +sox -> soxed sox +soyabean -> soyabean soyabeans +soybean -> soybean soybeans +space-arc -> space-arcs space-arc +spacecake -> spacecakes spacecake +spacecraft -> spacecraft spacecrafts +space-fiction -> space-fictions space-fiction +spaceflight -> spaceflights spaceflight +spaceman -> spaceman spacemen +space-occupant -> space-occupants space-occupant +spaceport -> spaceport spaceports +space-probe -> space-probe space-probes +spacer -> spacer spacers +space -> space spaces spacing spaced +spaceship -> spaceship spaceships +space-ship -> space-ship space-ships +spacesuit -> spacesuit spacesuits +space-time -> space-time space-times +spacewalk -> spacewalks spacewalk +spaceway -> spaceway spaceways +spade -> spades spade spading +spadefoot -> spadefoot spadefoots +spad -> spad spads +spall -> spall spalling spalled +spam -> spam spammed +spandau -> spandau spandaus +spandrel -> spandrels spandrel +spangle -> spangles spangled spangle spangling +spaniard -> spaniard spaniards +spaniel -> spaniel spaniels +spanish -> spanish spanisher +spank -> spanking spanked spank spanks +spanker -> spanker spankers +spanky -> spankier spanky +spanner -> spanners spanner +span -> span spans spanning spanned +sparcclassic -> sparcclassic sparcclassics +sparc-compatible -> sparc-compatible sparc-compatibles +sparcserver -> sparcserver sparcservers +sparcsystem-compatible -> sparcsystem-compatibles sparcsystem-compatible +sparcsystem -> sparcsystem sparcsystems +spare-part -> spare-part spare-parts +spare-rib -> spare-rib spare-ribs +spare -> spared sparing spare spares sparest sparer +sparky -> sparky sparkier +spark -> spark sparking sparks sparked +sparkler -> sparkler sparklers +sparkle -> sparkle sparkling sparkled sparkles +spar -> spars sparred sparring spar +sparrow -> sparrows sparrow +sparrow-hawk -> sparrow-hawks sparrow-hawk +sparrowhawk -> sparrowhawk sparrowhawks +sparse -> sparse sparser sparsest +spartan -> spartan spartans +spa -> spa spas +spasmolytic -> spasmolytic spasmolytics +spasm -> spasm spasms spasmed spasming +spastic -> spastic spastics +spatchcock -> spatchcock spatchcocked +spate -> spate spates +spatialize -> spatializes spatialized +spatter -> spattered spattering spatter spatters +spatula -> spatula spatulas +spawner -> spawners spawner +spawn -> spawn spawning spawned spawns +spay -> spaying spayed spay spaid +spe -> spes spe +spead -> speading spead +'speak -> 'speaking 'speak +speakeasy -> speakeasies speakeasy +speaker -> speakers speaker +speaker-variable -> speaker-variables speaker-variable +speake -> speake speakes +speaking-tube -> speaking-tube speaking-tubes +speak -> speaking speaks spoken spoke speak +speak-up -> speak-up speak-ups +spear -> spears spear speared spearing +spear-blade -> spear-blade spear-blades +spear-carrier -> spear-carriers spear-carrier +spear-end -> spear-end spear-ends +spearhead -> spearheaded spearheading spearheads spearhead +spear-head -> spear-headed spear-heads spear-head +spearman -> spearmen spearman +spear-point -> spear-points spear-point +spearsman -> spearsman spearsmen +spear-tip -> spear-tip spear-tips +spec -> specs spec +special-effect -> special-effects special-effect +speciale -> speciale speciales +specialisation -> specialisation specialisations +specialise -> specialised specialise specialising specialises +specialism -> specialisms specialism +specialist -> specialist specialists +speciality -> specialities speciality +specialization -> specialization specializations +specialize -> specialize specializing specializes +special -> special specials specialed specialling specialled +specialty -> specialty specialties +special-train -> special-train special-trains +speciate -> speciating speciated +specification -> specifications specification +specificity -> specificity specificities +specific -> specific specifics +specifier -> specifiers specifier +specify -> specified specify specifies specifying +specimen -> specimen specimens +speckle -> speckles speckling speckle +speck -> speck specks specking specked +specmark -> specmark specmarks +spectacle -> spectacles spectacle spectacled +spectacular -> spectacular spectaculars +spectate -> spectating spectate spectated +spectator -> spectator spectators +spector -> spector spectors +spectrum -> spectrum spectra spectrums +spectre -> spectres spectre +spectrograph -> spectrographs spectrograph +spectrometer -> spectrometer spectrometers +spectrophotometer -> spectrophotometer spectrophotometers +spectroscopist -> spectroscopists spectroscopist +speculate -> speculate speculates speculating speculated +speculation -> speculation speculations +speculator -> speculators speculator +speech -> speeches speech +speech-community -> speech-communities speech-community +speech-exchange -> speech-exchanges speech-exchange +speechmaker -> speechmaker speechmakers +speechread -> speechreading speechread +speechreader -> speechreader speechreaders +speechwriter -> speechwriter speechwriters +speech-writer -> speech-writer speech-writers +speedball -> speedball speedballs +speedboat -> speedboats speedboat +speed-bump -> speed-bump speed-bumps +speeder -> speeders speeder +speedy -> speedy speedier speediest +speedometer -> speedometer speedometers +speed -> speed speeds speeded speeding sped +speedster -> speedster speedsters +speed-up -> speed-up speed-ups +speer -> speer speered +speight -> speight speights +speke -> speke spekes +speleologist -> speleologist speleologists +spellbinder -> spellbinder spellbinders +spellchecker -> spellchecker spellcheckers +speller -> speller spellers +spelling-bee -> spelling-bee spelling-bees +spell -> spell spells spelt spelling spelled +spell-wall -> spell-walls spell-wall +spender -> spender spenders +spendthrift -> spendthrifts spendthrift +spend -> spend spent spending spends +spermatocyte -> spermatocytes spermatocyte +spermicide -> spermicide spermicides +sperm -> sperm sperms spermed +spermy -> spermiest spermy +sperrin -> sperrin sperrins +sperzel -> sperzel sperzels +spew -> spew spewing spewed spews +spey -> spey speyed +sphere -> sphere spheres +spheroid -> spheroids spheroid +spherulite -> spherulite spherulites +sphincterotome -> sphincterotome sphincterotomes +sphincterotomy -> sphincterotomy sphincterotomies +sphinx -> sphinx sphinxes +spicer -> spicer spicers +spice -> spice spices spiced spicing +spicy -> spicy spicier spiciest +spic -> spic spics +spicule -> spicules spicule +spider -> spider spiders spidered +spider-web -> spider-webs spider-web +spiderweb -> spiderweb spiderwebbed spiderwebs +spiel -> spiel spiels spieling +spy -> spy spies spied spying +spiff -> spiffing spiffed spiff +spigot -> spigots spigot +spike -> spikes spike spiking spiked +spiky -> spiky spikier +spile -> spile spiles spiling +spillage -> spillages spillage +spiller -> spiller spillers +spillover -> spillover spillovers +spill -> spill spills spilt spilled spilling +spillway -> spillway spillways +spin -> spun spin spinning spins +spindler -> spindler spindlers +spindle -> spindle spindles spindling +spin-doctor -> spin-doctors spin-doctor +spinel -> spinels spinel +spinelet -> spinelets spinelet +spine -> spine spines spined +spinet -> spinet spinets +spinnaker -> spinnaker spinnakers spinnakered +spinner -> spinners spinner +spinneret -> spinnerets spinneret +spinney -> spinney spinneys +spinning-top -> spinning-tops spinning-top +spinoff -> spinoffs spinoff +spin-off -> spin-off spin-offs +spin-out -> spin-outs spin-out +spinster -> spinster spinsters +spin-up -> spin-up spin-ups +spir -> spirs spir +spiracle -> spiracle spiracles +spiraea -> spiraea spiraeas +spirale -> spiraling spirale +spiral -> spiral spirals spiralling spiralled +spire -> spires spire spiring +spirelet -> spirelets spirelet +spirit-lamp -> spirit-lamp spirit-lamps +spirit -> spirit spirits spirited spiriting +spiritualise -> spiritualised spiritualising +spiritualist -> spiritualist spiritualists +spirituality -> spirituality spiritualities +spiritualize -> spiritualize spiritualizing +spiritual -> spiritual spirituals +spit -> spits spit spat spitting spited spitted +spitball -> spitballs spitball +spite -> spite spites +spitfire -> spitfire spitfires +spittal -> spittal spittals +spittle-bug -> spittle-bug spittle-bugs +spittoon -> spittoons spittoon +spiv -> spiv spivs +spivvy -> spivvy spivvier +splashback -> splashback splashbacks +splash -> splash splashes splashed splashing +splashproof -> splashproofing splashproof +splat -> splat splats splatted +splatter -> splattered splatter splatters splattering +splay -> splayed splaying splay splays +spleen -> spleen spleens +splendor -> splendor splendors +splendour -> splendour splendours +splice -> spliced splicing splice splices +spliff -> spliff spliffs +spline -> spline splines +splint -> splinted splint splints splinting +splinter -> splinters splintered splintering splinter +splinter-group -> splinter-group splinter-groups +split -> splitting split splits splitter +split-second -> split-second split-seconds +splittist -> splittist splittists +splodge -> splodge splodges splodging splodged +sploosh -> splooshed sploosh +splosh -> sploshed splosh sploshing sploshes +splotch -> splotches splotched splotch +splurge -> splurge splurged splurging splurges +splutter -> splutter spluttering spluttered splutters +spod -> spod spods +spoiler -> spoilers spoiler +spoil -> spoils spoiling spoil spoilt spoiled +spoil-sport -> spoil-sports spoil-sport +spoilsport -> spoilsport spoilsports +spokeman -> spokeman spokemen +spokeshave -> spokeshave spokeshaves spokeshaving +spokesman -> spokesman spokesmen +spokesperson -> spokesperson spokespersons +spokeswoman -> spokeswoman spokeswomen +sponger -> spongers sponger +sponge -> sponge sponges sponged +spong -> sponging spongs spong +sponsor -> sponsored sponsor sponsors sponsoring +sponsorship -> sponsorship sponsorships +spoof -> spoof spoofs spoofing +spook -> spooked spook spooks spooking +spooky -> spooky spookier +spooler -> spooler spoolers +spool -> spooled spools spool spooling +spoonbill -> spoonbills spoonbill +spooner -> spooners spooner +spoonerism -> spoonerisms spoonerism +spoonfeed -> spoonfeeding spoonfeed spoonfeeds +spoon-feed -> spoon-feed spoon-feeds +spoonful -> spoonfuls spoonful +spoon -> spoon spoons spooned spooning +spore -> spores spore sporing +sporn -> sporned sporn +sporozoite -> sporozoites sporozoite +sporran -> sporran sporrans +sport -> sports sport sported sporting +sporty -> sporty sportier sportiest +sportscar -> sportscar sportscars +sportscaster -> sportscasters sportscaster +sportsman -> sportsman sportsmen +sportsperson -> sportsperson sportspersons +sportster -> sportster sportsters +sportswoman -> sportswomen sportswoman +sportswork -> sportsworks sportswork +sportswriter -> sportswriters sportswriter +spose -> spose sposed +s'pose -> s'pose s'posed +spot -> spotted spot spotting spots +spot-check -> spot-check spot-checks +spot-kick -> spot-kicks spot-kick +spotlamp -> spotlamp spotlamps +spotlight -> spotlight spotlighted spotlights spotlighting +spot-light -> spot-light spot-lights +spotlist -> spotlisted spotlisting +spotter -> spotters spotter +spouse -> spouse spouses +spouter -> spouters spouter +spout -> spout spouting spouts spouted +spr -> spred spr +sprag -> sprags spragged +sprain -> sprained sprain spraining sprains +sprake -> sprake sprakes +spratling -> spratling spratlings +sprat -> sprat sprats +spratt -> spratt spratts +sprawl -> sprawled sprawl sprawls sprawling +sprawler -> sprawler sprawlers +spray -> sprayed spray sprays spraying +spraybar -> spraybar spraybars +spraydeck -> spraydecks spraydeck +sprayer -> sprayer sprayers +spraypaint -> spraypaint spraypainting +spreadeagle -> spreadeagled spreadeagling spreadeagle +spreader -> spreader spreaders +spread -> spread spreads spreading +spreadsheet -> spreadsheet spreadsheets spreadsheeting +spree -> sprees spree +sprightly -> sprightly sprightlier +sprig -> sprigged sprigs sprig sprigging +springboard -> springboards springboard +spring-board -> spring-board spring-boards +springbok -> springboks springbok +springer -> springer springers +springy -> springy springier springiest +spring -> spring springing sprang springs sprung +springtail -> springtails springtail +sprinkle -> sprinkled sprinkle sprinkling sprinkles +sprinkler -> sprinkler sprinklers sprinklered +sprint -> sprint sprinted sprinting sprints +sprinter -> sprinter sprinters +sprite -> sprites sprite +sprit'sail -> sprit'sail sprit'sails +spritzer -> spritzer spritzers +sprocket -> sprocket sprockets +sprog -> sprog sprogs +sprout -> sprouting sprout sprouted sprouts +spruce -> sprucing spruce spruced spruces +sprue -> sprues sprue +sp -> sp sps +spud -> spuds spud spudded spudding +spume -> spumed spume spuming spumes +spunky -> spunky spunkier +spunk -> spunk spunking +spur -> spurred spur spurs spurring +spurge -> spurge spurging +spurn -> spurned spurns spurning spurn +spurt -> spurts spurted spurt spurting +sputnik -> sputnik sputniks +sputter -> sputter sputtered sputtering +spycatcher -> spycatcher spycatchers +spye -> spye spyes +spy-fly -> spy-flies spy-fly +spyhole -> spyhole spyholes +spy-hole -> spy-hole spy-holes +squabble -> squabble squabbled squabbling squabbles +squaddy -> squaddies squaddy +squadron -> squadron squadrons +squad -> squad squads +squall -> squalls squall +squalor -> squalor squalors +squander -> squandered squandering squander squanders +square-neck -> square-necks square-neck +square-rigger -> square-riggers square-rigger +square -> square squares squaring squared +squar -> squarer squarest +squarial -> squarial squarials +squark -> squarks squarking +squash -> squash squashed squashing squashes +squatt -> squatts squatt +squat -> squats squatted squat squatting +squatter -> squatter squatters +squat-urn -> squat-urns squat-urn +squawk -> squawks squawking squawk squawked +squawl -> squawled squawl +squaw -> squaw squaws +squeak -> squeaked squeak squeaking squeaks +squeaker -> squeaker squeakers +squeaky -> squeaky squeakies squeakiest +squeal -> squealed squeal squeals squealing +squeegee -> squeegee squeegees +squeezer -> squeezer squeezers +squeeze -> squeezed squeezing squeeze squeezes +squelch -> squelching squelched squelch squelches +squelchy -> squelchy squelchiest +squib -> squib squibs +squidgy -> squidgy squidgier +squidge -> squidge squidging +squid -> squid squids +squig -> squigs squig +squiggle -> squiggles squiggle +squillion -> squillion squillions +squill -> squill squills +squinch -> squinch squinches +squinny -> squinnying squinnied +squint -> squinting squinted squint squints +squireen -> squireens squireen +squire -> squire squires squiring squired +squirm -> squirmed squirming squirm squirms +squirrele -> squirreled squirreling +squirrel -> squirrel squirrels squirrelling squirrelled +squirt -> squirt squirted squirting squirts +squirter -> squirter squirters +squish -> squish squished +squit -> squits squit squitting squitted +sram -> sram srams +ssap -> ssap ssaps +ssat -> ssats ssat +s-shape -> s-shape s-shapes +sssuppose -> sssupposed sssuppose +stabile -> stabile stabiles +stabilise -> stabilised stabilise stabilising stabilises +stabiliser -> stabiliser stabilisers +stability -> stability stabilities +stabilizer -> stabilizers stabilizer +stabilize -> stabilize stabilizes stabilized stabilizing +stable -> stables stable stabled stabling +stable-boy -> stable-boys stable-boy +stable-companion -> stable-companion stable-companions +stable-hand -> stable-hands stable-hand +stablehand -> stablehand stablehands +stable-lad -> stable-lads stable-lad +stable-mate -> stable-mates stable-mate +stablemate -> stablemate stablemates +stab -> stabbed stabs stabbing stab +stack -> stack stacked stacks stacking +stacker-crane -> stacker-cranes stacker-crane +stacker -> stacker stackers +staddle -> staddle staddles +stadium -> stadium stadia stadiums +staff -> staff staffed staffs staffing staves +staffer -> staffers staffer +staff-room -> staff-rooms staff-room +staffroom -> staffroom staffrooms +staffwork -> staffworking staffwork +stagecoach -> stagecoach stagecoaches +stage-coach -> stage-coach stage-coaches +stage-direction -> stage-directions stage-direction +stagediver -> stagedivers stagediver +stagedive -> stagediving stagedives stagedived +stage-dive -> stage-dive stage-dives +stagehand -> stagehands stagehand +stage-hand -> stage-hand stage-hands +stage-manage -> stage-manages stage-manage +stageplay -> stageplay stageplays +stage-play -> stage-play stage-plays +stageprop -> stageprops stageprop +stager -> stagers stager +stage -> stage stages staged staging stageing +stageshow -> stageshows stageshow +stage-whisper -> stage-whispers stage-whisper +stagger -> staggers staggering staggered stagger +staging-post -> staging-posts staging-post +stagnate -> stagnating stagnate stagnated stagnates +stag -> stag stags stagging +staid -> staid staider +stail -> stails stail +stain -> stained stains stain staining +stairs -> stairs stair +staircase -> staircase staircases +stairgate -> stairgates stairgate +stairhead -> stairhead stairheads +stairlift -> stairlift stairlifts +stair-rail -> stair-rails stair-rail +stairway -> stairways stairway +stairwell -> stairwell stairwells +stair-well -> stair-well stair-wells +staite -> staite staites +staith -> staiths staith +staithe -> staithes staithe +stait -> stait staits +stake -> stake staked staking stakes +stakeholder -> stakeholders stakeholder +stake-out -> stake-out stake-outs +staker -> stakers staker +stakhanovite -> stakhanovite stakhanovites +stalactite -> stalactite stalactites +stalagmite -> stalagmites stalagmite +stalag -> stalag stalags +stalemate -> stalemate stalemates stalemated +stale -> stale stales stalest staling staled staler +stalinist -> stalinist stalinists +stalk -> stalking stalk stalks stalked +stalker -> stalker stalkers +stall -> stalls stall stalled stalling +stallholder -> stallholders stallholder +stall-holder -> stall-holders stall-holder +stallion -> stallion stallions +stalwart -> stalwarts stalwart +stamina -> stamina staminas +stammer -> stammered stammer stammering stammers +stammerer -> stammerers stammerer +stamp -> stamp stamped stamping stamps +stampede -> stampede stampeded stampeding stampedes +stamper -> stampers stamper +stampe -> stampe stampes +stamping-ground -> stamping-ground stamping-grounds +stance -> stance stances +stanchion -> stanchions stanchion +stand -> stands stand standing stood +stand-alone -> stand-alone stand-alones +standard -> standards standard +standard-bearer -> standard-bearer standard-bearers +standardise -> standardising standardise standardises +standardization -> standardization standardizations +standardize -> standardize standardizing +standard-setter -> standard-setters standard-setter +standards-setter -> standards-setter standards-setters +standby -> standby standbys +stand-by -> stand-by stand-bys +stand-down -> stand-downs stand-down +standee -> standees standee +stander -> stander standers +stand-in -> stand-in stand-ins +standoff -> standoffs standoff +stand-off -> stand-off stand-offs +standout -> standout standouts +standpipe -> standpipes standpipe +stand-pipe -> stand-pipe stand-pipes +standpoint -> standpoint standpoints +stand-point -> stand-point stand-points +standstill -> standstill standstills +stand-up -> stand-up stand-ups +stane -> stanes stane +stangl -> stangl stangls +stannary -> stannary stannaries +stan -> stan stans +stanza -> stanzas stanza +stape -> stape stapes +staple -> stapling staple staples stapled +stapler -> staplers stapler +starburst -> starbursts starburst +starch -> starch starches starched starching +star-cluster -> star-clusters star-cluster +starduster -> stardusters starduster +stare -> stared stare staring stares +star-field -> star-field star-fields +starfish -> starfish starfishes starfished +stargazer -> stargazers stargazer +starkadder -> starkadders starkadder +starke -> starker starkest starke +starlet -> starlets starlet +starlight -> starlight starlights +starling -> starlings starling +starmaker -> starmaker starmakers +starre -> starre starres +starry -> starry starriest +starr -> starr starrs +star -> star stars starring starred +star-shell -> star-shell star-shells +starship -> starship starships +starsuit -> starsuits starsuit +start-cue -> start-cue start-cues +start -> starting started start starts +starter -> starter starters +starting-block -> starting-blocks starting-block +starting-point -> starting-point starting-points +starting-time -> starting-time starting-times +startle -> startling startle startled startles +startup -> startup startups +start-up -> start-up start-ups +starvation -> starvation starvations +starve -> starve starved starving starveing starves +starveling -> starveling starvelings +stash -> stash stashed stashes stashing +stasis-box -> stasis-boxes stasis-box +stat -> stats stat +state-centrist -> state-centrists state-centrist +state -> state stated states stating +stategy -> stategy stategies +statelet -> statelet statelets +stately -> stately statelier +stateman -> stateman statemen +statement -> statement statements statementing statemented +stateroom -> stateroom staterooms +statesman -> statesman statesmen +static -> static statics +station-building -> station-building station-buildings +stationer -> stationer stationers +station-house -> station-house station-houses +stationmaster -> stationmaster stationmasters +station-master -> station-master station-masters +station -> station stations stationed stationing +statistician -> statistician statisticians +statist -> statist statists +stato -> stato statos +statue-base -> statue-bases statue-base +statue -> statue statues +statuette -> statuettes statuette +status-symbol -> status-symbols status-symbol +statute-law -> statute-law statute-laws +statute -> statute statutes +staunch -> staunch staunching staunchest staunched staunches +stavanger -> stavanger stavangers +stave -> stave staving staved staves +stay-at-home -> stay-at-home stay-at-homes +stayer -> stayers stayer +stay -> stay staying stayed stays +stay-maker -> stay-maker stay-makers +std -> stds std +stead -> stead steading steads +steady -> steady steadying steadied steadier steadies steadiest +steak -> steaks steak +steale -> steale stealeing +stealer -> stealers stealer +steal -> stealing steals stolen stole steal stealed +stealthy -> stealthy stealthier +steam-bath -> steam-bath steam-baths +steamboat -> steamboats steamboat steamboating +steamclean -> steamclean steamcleaner +steamday -> steamdays steamday +steam -> steam steamed steaming steams +steam-engine -> steam-engines steam-engine +steamer -> steamer steamers +steam-generator -> steam-generators steam-generator +steam-hammer -> steam-hammers steam-hammer +steamroller -> steamroller steamrollered steamrollers steamrollering +steamroom -> steamrooms steamroom +steamship -> steamship steamships +steam-train -> steam-trains steam-train +stearman -> stearman stearmans stearmen +stearn -> stearn stearns +st -> st sted sts +steed -> steed steeds +steel-band -> steel-band steel-bands +steel-casting -> steel-casting steel-castings +steely -> steely steelier steelies +steel -> steel steeling steeled steels +steelmaker -> steelmakers steelmaker +steelman -> steelmen steelman +steelmaster -> steelmaster steelmasters +steelwork -> steelworks steelwork +steelworker -> steelworker steelworkers +steel-worker -> steel-worker steel-workers +steelyard -> steelyard steelyards +steen -> steen steens +steepen -> steepening steepened steepen steepens +steep -> steep steeper steepest steeped steeping steeps +steeplechase -> steeplechased steeplechase steeplechasing steeplechases +steeplechaser -> steeplechaser steeplechasers +steeple-chaser -> steeple-chaser steeple-chasers +steeplejack -> steeplejacks steeplejack +steeple -> steeple steeples steepled steepling +steerable -> steerable steerables +steerer -> steerers steerer +steer -> steer steering steered steers +stegosaur -> stegosaurs stegosaur +steg -> steg stegs +steinberger -> steinberger steinbergers +stein -> stein steins +stele -> stele steles +stellarator -> stellarator stellarators +stem -> stems stem stemming stemmed +stench -> stench stenches +stencil -> stencil stencilling stencilled stencils +stenographer -> stenographer stenographers +stenose -> stenoses stenosed +sten -> sten stens +stent -> stent stented stenting stents +step -> steps step stepped stepping +step-brother -> step-brothers step-brother +stepbrother -> stepbrother stepbrothers +step-child -> step-children step-child +step-daughter -> step-daughters step-daughter +stepdaughter -> stepdaughter stepdaughters +stepfamily -> stepfamily stepfamilies +step-family -> step-families step-family +stepfather -> stepfather stepfathers +step-father -> step-father step-fathers +step-granddaughter -> step-granddaughters step-granddaughter +stepladder -> stepladder stepladders +step-ladder -> step-ladder step-ladders +stepmother -> stepmother stepmothers +step-mother -> step-mother step-mothers +step-over -> step-over step-overs +stepp -> stepps stepp +stepparent -> stepparent stepparents +step-parent -> step-parent step-parents +stepper -> steppers stepper +steppe -> steppe steppes +stepping-stone -> stepping-stone stepping-stones +step-sibling -> step-sibling step-siblings +stepsister -> stepsisters stepsister +step-sister -> step-sisters step-sister +step-son -> step-sons step-son +stepson -> stepson stepsons +step-stool -> step-stools step-stool +step-up -> step-up step-ups +stereopticon -> stereopticons stereopticon +stereo -> stereo stereos +stereo-type -> stereo-types stereo-type +stereotype -> stereotype stereotypes +stereotypy -> stereotypy stereotypies +sterilisation -> sterilisation sterilisations +sterilise -> sterilised sterilise sterilising +steriliser -> sterilisers steriliser +sterilization -> sterilization sterilizations +sterilize -> sterilized sterilize sterilizing +sterilizer -> sterilizers sterilizer +steriod -> steriod steriods +sterlet -> sterlet sterlets +sterling -> sterling sterlings +sterne -> sterne sterner sternest +stern -> stern sterns +steroid -> steroids steroid +sterr -> sterrs sterr +stetch -> stetch stetches +stethoscope -> stethoscope stethoscopes +stetson -> stetson stetsons +stevedore -> stevedore stevedores stevedoring +steward -> stewards steward stewarding stewarded +stewardess -> stewardess stewardesses +stewardship -> stewardship stewardships +stew -> stew stews stewing stewed +stich -> stich stiched stiches +stick -> stuck stick sticking sticks sticked +sticker -> stickers sticker +sticky -> sticky stickier stickiest stickied stickies +sticking-point -> sticking-points sticking-point +stick-in-the-mud -> stick-in-the-muds stick-in-the-mud +stickleback -> sticklebacks sticklebacking stickleback +stickler -> stickler sticklers +stickman -> stickman stickmen +sty -> sty sties styed +stiffener -> stiffener stiffeners +stiffen -> stiffened stiffening stiffen stiffens +stiff -> stiff stiffer stiffs stiffest stiffed +stiffness -> stiffness stiffnesses +stiff-upper-lip -> stiff-upper-lip stiff-upper-lips +stiffy -> stiffies stiffy +stifle -> stifling stifle stifled stifles +stiftung -> stiftung stiftungs +stiger -> stiger stigers +stigma -> stigma stigmas +stigmatise -> stigmatise stigmatising stigmatises stigmatised +stigmatize -> stigmatizes stigmatizing stigmatize stigmatized +stile -> stiles stile stiled +stiletto -> stilettos stiletto +stillbirth -> stillbirth stillbirths +still-birth -> still-birth still-births +stillborn -> stillborn stillborns +still -> still stilling stilled stills stiller stillest +still-large -> still-large still-larger +still-life -> still-life still-lifes +stillness -> stillness stillnesses +still-room -> still-room still-rooms +stillstand -> stillstand stillstands +stillwater -> stillwater stillwaters +stilt -> stilts stilted stilt +stim -> stim stims +stimulant -> stimulant stimulants +stimulate -> stimulating stimulated stimulate stimulates +stimulation -> stimulation stimulations +stimulator -> stimulator stimulators +stimulus -> stimulus stimuli +stinger -> stinger stingers +stinging-cell -> stinging-cells stinging-cell +stingray -> stingrays stingray +sting -> sting stings stung stinging +stinker -> stinker stinkers +stink -> stink stinks stinking stank +stinky -> stinkiest stinky +stint -> stint stints stinted stinting +stipend -> stipends stipend +stipendiary -> stipendiary stipendiaries +stipe -> stiped stipes stipe +stipple -> stippling stipple stippled stipples +stipulate -> stipulate stipulated stipulates stipulating +stipulation -> stipulation stipulations +stir -> stirring stir stirred stirs +stir-fry -> stir-fry stir-fries +stirk -> stirk stirks +stirrer -> stirrer stirrers +stirrup -> stirrup stirrups +stitcher -> stitchers stitcher +stitch -> stitches stitching stitch stitched +stitch-up -> stitch-up stitch-ups +stm -> stm stms +stoa -> stoa stoas +stoat -> stoat stoats stoated +stochastic -> stochastics stochastic +stockade -> stockade stockades +stockbroker -> stockbrokers stockbroker +stockbuild -> stockbuilding stockbuild +stocker -> stocker stockers +stockholder -> stockholders stockholder +stockholding -> stockholding stockholdings +stocky -> stocky stockier +stock -> stock stocking stocks stocked +stockinger -> stockingers stockinger +stocking-filler -> stocking-fillers stocking-filler +stocking-top -> stocking-top stocking-tops +stockist -> stockist stockists +stockjobber -> stockjobber stockjobbers +stocklist -> stocklists stocklist +stockmarket -> stockmarket stockmarkets +stock-market -> stock-market stock-markets +stockman -> stockman stockmen +stockpile -> stockpiling stockpiled stockpile stockpiles +stock-pile -> stock-pile stock-piles +stockpot -> stockpot stockpots +stockroom -> stockrooms stockroom +stocktaker -> stocktaker stocktakers +stock-take -> stock-take stock-takes +stocktaking -> stocktaking stocktakings +stockwork -> stockwork stockworks +stockyard -> stockyards stockyard +stoddard -> stoddard stoddards +stoichiometry -> stoichiometry stoichiometries +stoic -> stoic stoics +stoke -> stoking stoke stoked stokes +stoker -> stoker stokers +stolon -> stolons stolon +stomach -> stomach stomachs stomached +stoma -> stoma stomas +stomp -> stomped stomp stomping stomps +stomper -> stomper stompers +ston -> stoning ston +stone -> stones stone stoned +stonebreaker -> stonebreakers stonebreaker +stonechat -> stonechat stonechats +stonecrop -> stonecrops stonecrop +stonecutter -> stonecutters stonecutter +stonefall -> stonefalls stonefall +stonehenge -> stonehenge stonehenges +stonemason -> stonemasons stonemason +stone-mason -> stone-mason stone-masons +stone-thrower -> stone-throwers stone-thrower +stonewal -> stonewalled stonewalling +stonewall -> stonewall stonewalls +stoneware -> stoneware stonewares +stonewash -> stonewashed stonewash +stoneyard -> stoneyards stoneyard +stony -> stony stonier +stonk -> stonk stonks stonking +stonor -> stonor stonors +stony-iron -> stony-iron stony-irons +stooge -> stooge stooges stooging +stook -> stooks stooked stooking stook +stool -> stool stools +stoop -> stoops stoop stooped stooping +stop -> stopped stop stops stopping +stopcock -> stopcocks stopcock +stop-cock -> stop-cock stop-cocks +stope -> stoping stope +stopfordian -> stopfordians stopfordian +stopgap -> stopgap stopgaps +stop-gap -> stop-gap stop-gaps +stop-light -> stop-light stop-lights +stoplist -> stoplists stoplist +stop-off -> stop-off stop-offs +stopover -> stopover stopovers +stop-over -> stop-over stop-overs +stoppage -> stoppage stoppages +stopper -> stoppered stopper stoppers +stopping-place -> stopping-place stopping-places +stop-press -> stop-press stop-presses +stopvalve -> stopvalves stopvalve +stop-watch -> stop-watch stop-watches +storage -> storage storages +store -> stored store stores storing +storecupboard -> storecupboard storecupboards +storefront -> storefront storefronts +store-house -> store-houses store-house +storehouse -> storehouse storehouses +storekeeper -> storekeeper storekeepers +storeman -> storeman storemen +store-room -> store-rooms store-room +storeroom -> storeroom storerooms +storer -> storer storers +storey -> storey storeys storeyed +story -> story stories storys storying +stork -> stork storks +stormcloud -> stormcloud stormclouds +stormer -> stormers stormer +storme -> storme stormes +stormy -> stormy stormiest stormier +storm -> storm storms stormed storming +stormtrooper -> stormtroopers stormtrooper +storm-trooper -> storm-troopers storm-trooper +storyboard -> storyboard storyboards storyboarding +story-board -> story-board story-boards +storybook -> storybook storybooks +story-book -> story-book story-books +storyline -> storylines storyline +story-line -> story-line story-lines +story-teller -> story-tellers story-teller +storyteller -> storyteller storytellers +stothert -> stothert stotherts +stoup -> stoup stoups +stout -> stout stouts stoutest stouter +stove -> stove stoves stoved +stowaway -> stowaway stowaways +stow -> stow stowed stows stowing +strach -> strach strachs +straddle -> straddles straddling straddle straddled +stradling -> stradling stradlings +strafe -> strafing strafed strafe +straggle -> straggling straggled straggle straggles +straggler -> stragglers straggler +straight-edge -> straight-edges straight-edge +straighten -> straighten straightened straightening straightens +straight -> straight straightest straighter straights straighted +straightjacket -> straightjacket straightjackets +straight-jacket -> straight-jacket straight-jackets +strain -> strain strained straining strains +strainer -> strainer strainers +strait -> straits strait +straitjacket -> straitjacket straitjackets +strait-jacket -> strait-jacket strait-jackets +strake -> straked strake strakes +strand -> strand strands stranded stranding +strangeness -> strangeness strangenesses +strange -> strange stranger strangest +strangle -> strangled strangle strangling strangles +strangler -> stranglers strangler +strangulate -> strangulate strangulating +s-transferase -> s-transferase s-transferases +strap -> straps strap strapped strapping +strap-end -> strap-ends strap-end +straplock -> straplocks straplock +s-trap -> s-trap s-traps +stratum -> stratum strata +stratagem -> stratagem stratagems +strategem -> strategems strategem +strategy -> strategy strategies +strategist -> strategist strategists +strath -> strath straths +strathspey -> strathspey strathspeys +stratification -> stratification stratifications +stratify -> stratify stratifying +stratigrapher -> stratigraphers stratigrapher +stratigraphy -> stratigraphy stratigraphies +stratofortress -> stratofortresses stratofortress +strat -> strat strats +straub -> straub straubing +stravaig -> stravaig stravaigs +strawberry -> strawberry strawberries +strawb -> strawb strawbs +straw-hat -> straw-hat straw-hats +straw -> straw straws +stray -> stray strayed straying strays +streak -> streak streaked streaks streaking +stream -> streaming stream streams streamed +streamer -> streamer streamers +streamlet -> streamlet streamlets +streamline -> streamlining streamline streamlined streamlines +stream-line -> stream-lining stream-line +streamliner -> streamliner streamliners +stream-water -> stream-water stream-waters +street-car -> street-cars street-car +street-corner -> street-corner street-corners +street-door -> street-door street-doors +streeter -> streeter streeters +streete -> streete streetes +street-fight -> street-fights street-fight +streetfighter -> streetfighter streetfighters +street-gang -> street-gangs street-gang +street-lamp -> street-lamps street-lamp +streetlamp -> streetlamp streetlamps +street-light -> street-lights street-light +streetlight -> streetlight streetlights +street-market -> street-markets street-market +street-plan -> street-plans street-plan +street -> street streets +street-seller -> street-sellers street-seller +street-sweeper -> street-sweeper street-sweepers +street-trader -> street-trader street-traders +streetwalker -> streetwalkers streetwalker +street-walker -> street-walker street-walkers +street-woman -> street-women street-woman +streetwork -> streetwork streetworks +strenghten -> strenghten strenghtened +strengthener -> strengtheners strengthener +strengthen -> strengthened strengthening strengthen strengthens +strength -> strength strengths strengthed +strephon -> strephon strephons +stress -> stress stressed stresses stressing +stressor -> stressors stressor +stretcher-bearer -> stretcher-bearers stretcher-bearer +stretcher-bed -> stretcher-bed stretcher-beds +stretcher -> stretcher stretchers stretchered +stretch -> stretched stretches stretch stretching stretchs +stretch-limo -> stretch-limo stretch-limos +stretch-limousine -> stretch-limousines stretch-limousine +stretch-mark -> stretch-mark stretch-marks +strete -> strete stretes +strew -> strew strewn strewing strewed strews +striate -> striate striated +strict -> strict stricter strictest +stricture -> strictures stricture stricturing strictured +stricutre -> stricutre stricutres +stride -> strides stride strode striding +strider -> strider striders +strigil -> strigil strigils +strikebreaker -> strikebreaker strikebreakers +striker -> strikers striker +strimmer -> strimmer strimmers +stringbag -> stringbag stringbags +stringbean -> stringbeans stringbean +stringency -> stringencies stringency +stringer -> stringer stringers +stringfellow -> stringfellow stringfellows +stringy -> stringy stringier +stringline -> stringlines stringline +stripdown -> stripdowns stripdown +stripe -> stripes stripe striped striping +striplight -> striplights striplight +strip-light -> strip-lights strip-light +stripling -> stripling striplings +stripmine -> stripmining stripmine +stripogram -> stripograms stripogram +strip -> strips stripped strip stripping +stripper -> stripper strippers +strip-show -> strip-show strip-shows +strive -> strive strives striving striven strove strived +strobe -> strobe strobes strobing strobed +stroganoff -> stroganoff stroganoffs +stroke -> strokes stroke stroking stroked +stroke-maker -> stroke-makers stroke-maker +strollathon -> strollathon strollathons +stroller -> strollers stroller +stroll -> stroll strolling strolls +stroma -> stroma stromas +stromatolite -> stromatolites stromatolite +stromatoporoid -> stromatoporoid stromatoporoids +stronach -> stronach stronachs +strongbox -> strongbox strongboxes +strong -> strong stronger strongest +stronghold -> strongholds stronghold +strongman -> strongman strongmen +strongpoint -> strongpoints strongpoint +strongroom -> strongroom strongrooms +strong-room -> strong-room strong-rooms +strongyle -> strongyles strongyle +strongyloid -> strongyloids strongyloid +strophe -> strophes strophe +strop -> strop strops stropped +strow -> strows strow +strike -> strike struck strikes striking +struction -> structions struction +structural-functionalist -> structural-functionalist structural-functionalists +structuralist -> structuralist structuralists +structure -> structure structures structured structuring +struggle -> struggling struggle struggles struggled +struggler -> strugglers struggler +struldbrug -> struldbrugs struldbrug +strum -> strum strummed strumming strums +strummer -> strummer strummers +string -> strings strung string stringing +strut -> strutting strut struts strutted +strutter -> strutter strutters +stub -> stub stubbed stubbing stubs +stubby -> stubby stubbier stubbies +stubble -> stubble stubbled stubbles +stuberl -> stuberl stuberls +stube -> stube stubes +stuccoist -> stuccoist stuccoists +student -> students student studenting +studentship -> studentship studentships +student-teacher -> student-teacher student-teachers +stude -> stude studes +studio -> studio studios +stud -> studded studs stud studding +study -> studied study studies studying +stuff -> stuff stuffed stuffing stuffs +stuffer -> stuffer stuffers +stuffy -> stuffy stuffier stuffiest stuffies +stuka -> stuka stukas +stultify -> stultified stultify stultifying +stumble -> stumble stumbled stumbling stumbles +stumbling-block -> stumbling-block stumbling-blocks +stumpy -> stumpy stumpies +stump -> stump stumps stumped stumping +stun-gun -> stun-guns stun-gun +stunner -> stunner stunners +stun -> stun stuns +stunter -> stunters stunter +stunty -> stunty stunties +stuntman -> stuntman stuntmen +stuntperson -> stuntperson stuntpersons +stunt -> stunt stunts stunting stunted +stupefy -> stupefied stupefying stupefy stupefies +stupidity -> stupidities stupidity +sturdy -> sturdy sturdier sturdiest +sturgeite -> sturgeites sturgeite +sturgeon -> sturgeon sturgeons +s-turn -> s-turn s-turns +stutter -> stuttered stutter stutters stuttering +stv -> stv stvs +stych -> stych styches +styler -> stylers styler +style -> style styles styled styling +stylesheet -> stylesheet stylesheets +stylisation -> stylisation stylisations +stylistician -> stylisticians stylistician +stylist -> stylist stylists +stylolite -> stylolite stylolites +stylophone -> stylophone stylophones +stymie -> stymie stymieing +styrenic -> styrenics styrenic +sub-activity -> sub-activity sub-activities +sub-adult -> sub-adult sub-adults +sub-agent -> sub-agent sub-agents +subaltern -> subalterns subaltern +subarea -> subarea subareas +sub-area -> sub-area sub-areas +subassembly -> subassembly subassemblies +sub-assembly -> sub-assemblies sub-assembly +sub-band -> sub-band sub-bands +sub-base -> sub-base sub-bases +sub-basin -> sub-basin sub-basins +sub-branch -> sub-branch sub-branches +sub-case -> sub-cases sub-case +subcaste -> subcaste subcastes +subcategory -> subcategory subcategories +sub-category -> sub-categories sub-category +sub-centre -> sub-centre sub-centres +sub-clan -> sub-clans sub-clan +subclass -> subclass subclasses +sub-class -> sub-class sub-classes +sub-classification -> sub-classifications sub-classification +sub-classify -> sub-classified sub-classify +sub-clause -> sub-clauses sub-clause +subclause -> subclause subclauses +subclone -> subclone subclones +subclon -> subcloned subcloning +subcommand -> subcommand subcommands +sub-commission -> sub-commissions sub-commission +subcommittee -> subcommittee subcommittees +sub-committee -> sub-committee sub-committees +sub-community -> sub-communities sub-community +sub-component -> sub-components sub-component +subcomponent -> subcomponent subcomponents +sub-consciousness -> sub-consciousnesses sub-consciousness +subcontract -> subcontracting subcontracted subcontract subcontracts +sub-contract -> sub-contract sub-contracted sub-contracts +sub-contractor -> sub-contractors sub-contractor +subcontractor -> subcontractor subcontractors +subcrop -> subcrop subcropping +subculture -> subculture subcultures subcultured +sub-culture -> sub-culture sub-cultures +sub-delta -> sub-deltas sub-delta +sub-department -> sub-departments sub-department +sub-directory -> sub-directory sub-directories +subdirectory -> subdirectories subdirectory +subdiscipline -> subdiscipline subdisciplines +sub-discipline -> sub-discipline sub-disciplines +sub-district -> sub-district sub-districts +subdivide -> subdivided subdivide subdividing subdivides +sub-divide -> sub-divided sub-divide sub-divides +subdivision -> subdivision subdivisions +sub-division -> sub-division sub-divisions +sub-domain -> sub-domains sub-domain +subduct -> subducted subduct subducting +subdue -> subdue subduing subdues +sub-editor -> sub-editors sub-editor +subentry -> subentry subentries +sub-environment -> sub-environments sub-environment +sub-faculty -> sub-faculty sub-faculties +subfamily -> subfamily subfamilies +sub-family -> sub-family sub-families +subfield -> subfields subfield +sub-field -> sub-field sub-fields +sub-file -> sub-files sub-file +subfloor -> subfloor subfloors +subformation -> subformations subformation +subfraction -> subfraction subfractions +subframe -> subframe subframes +sub-function -> sub-functions sub-function +sub-fund -> sub-funds sub-fund +subgame -> subgames subgame +sub-genre -> sub-genres sub-genre +subgenre -> subgenre subgenres +sub-goal -> sub-goals sub-goal +sub-government -> sub-government sub-governments +subgroup -> subgroups subgroup subgrouping +sub-group -> sub-groups sub-group +subharmonic -> subharmonic subharmonics +sub-harmonic -> sub-harmonic sub-harmonics +sub-head -> sub-heads sub-head +sub-heading -> sub-headings sub-heading +subheading -> subheading subheadings +subhead -> subhead subheads +sub-human -> sub-human sub-humans +subject -> subjects subject subjected subjecting +subject-area -> subject-area subject-areas +subjective -> subjective subjectives +subjectivist -> subjectivist subjectivists +subjectivity -> subjectivity subjectivities +subject-matter -> subject-matter subject-matters +subjet -> subjets subjet +subjugate -> subjugated subjugate subjugating +subjugation -> subjugation subjugations +subjunctive -> subjunctive subjunctives +subkingdom -> subkingdoms subkingdom +sub-kingdom -> sub-kingdoms sub-kingdom +sub-king -> sub-king sub-kings +sublanguage -> sublanguages sublanguage +sublate -> sublates sublating sublate +sublease -> sublease subleased subleases subleasing +sub-lease -> sub-lease sub-leases +sublet -> subletting sublet sublets +sub-let -> sub-let sub-lets +sublevel -> sublevels sublevel +sub-level -> sub-level sub-levels +sub-licence -> sub-licences sub-licence +sub-licensee -> sub-licensees sub-licensee +sub-license -> sub-license sub-licenses +sublicense -> sublicense sublicensing +sublimate -> sublimate sublimated sublimating sublimates +sublimation -> sublimation sublimations +sublime -> sublime sublimest sublimed sublimes +subliminal -> subliminal subliminals +sublimity -> sublimity sublimities +sub-limit -> sub-limit sub-limits +sub-machine-gun -> sub-machine-guns sub-machine-gun +submariner -> submariner submariners +submarine -> submarine submarines +sub-market -> sub-market sub-markets +submatrix -> submatrices submatrix +sub-maxim -> sub-maxim sub-maxims +sub-man -> sub-man sub-men +submerge -> submerged submerge submerging submerges +submerse -> submerse submersed +submersible -> submersible submersibles +submission -> submission submissions +submissive -> submissive submissives +submitter -> submitter submitters +submit -> submitted submitting submit submits +submodality -> submodalities submodality +subnet -> subnets subnet +subnormal -> subnormal subnormals +sub-normal -> sub-normal sub-normals +sub-office -> sub-office sub-offices +sub-option -> sub-option sub-options +sub-order -> sub-order sub-orders +subordinate -> subordinated subordinate subordinates subordinating +subordination -> subordination subordinations +sub-organization -> sub-organizations sub-organization +suborn -> suborned suborn suborning +sub-package -> sub-packages sub-package +sub-panel -> sub-panels sub-panel +subparagraph -> subparagraphs subparagraph +sub-paragraph -> sub-paragraph sub-paragraphs +sub-parcel -> sub-parcels sub-parcel +sub-part -> sub-parts sub-part +sub-pattern -> sub-patterns sub-pattern +subpeona -> subpeona subpeonas +sub-period -> sub-periods sub-period +sub-personality -> sub-personalities sub-personality +sub-plan -> sub-plan sub-plans +sub-plot -> sub-plots sub-plot +subplot -> subplot subplots +subpoena -> subpoenaed subpoena subpoenas +subpool -> subpool subpools +subpopulation -> subpopulations subpopulation +sub-population -> sub-populations sub-population +subportion -> subportions subportion +sub-postmaster -> sub-postmaster sub-postmasters +sub-prioress -> sub-prioresses sub-prioress +sub-problem -> sub-problems sub-problem +subproblem -> subproblem subproblems +subprocess -> subprocesses subprocess +sub-process -> sub-processes sub-process +sub-program -> sub-programs sub-program +subprogramme -> subprogrammes subprogramme +sub-programme -> sub-programme sub-programmes +sub-project -> sub-projects sub-project +sub-question -> sub-questions sub-question +subrange -> subranges subrange +sub-record -> sub-record sub-records +subregion -> subregions subregion +sub-region -> sub-region sub-regions +subrent -> subrents subrent +sub-rent -> sub-rent sub-rents +subroutine -> subroutines subroutine +sub-routine -> sub-routines sub-routine +subrule -> subrule subrules +sub-rule -> sub-rule sub-rules +sub -> sub subs subbed subbing +subsample -> subsamples subsample +sub-sample -> sub-samples sub-sample +subscale -> subscales subscale +sub-schema -> sub-schema sub-schemas +subscribe -> subscribing subscribed subscribe subscribes +subscriber -> subscribers subscriber +subscription -> subscription subscriptions +subscript -> subscript subscripts +subsection -> subsection subsections +sub-section -> sub-section sub-sections +subsector -> subsectors subsector +sub-sector -> sub-sector sub-sectors +sub-sect -> sub-sect sub-sects +subsequence -> subsequence subsequences +subserve -> subserve subserved subserving subserves +subset -> subset subsets subsetted +sub-set -> sub-set sub-sets +sub-shell -> sub-shells sub-shell +subside -> subsided subside subsides subsiding +subsidiary -> subsidiary subsidiaries +subsidy -> subsidy subsidies +subsidise -> subsidise subsidised subsidising subsidises +subsidize -> subsidize subsidizing subsidized subsidizes +subsist -> subsists subsist subsisting subsisted +subskill -> subskills subskill +subsoil -> subsoil subsoiling subsoils +sub-soil -> sub-soil sub-soils +subsource -> subsource subsources +sub-space -> sub-space sub-spaces +subspecialist -> subspecialist subspecialists +subspecialty -> subspecialties subspecialty +substage -> substages substage +sub-stage -> sub-stage sub-stages +substance -> substance substances +substantiate -> substantiate substantiating substantiated substantiates +substantive -> substantive substantives +sub-station -> sub-station sub-stations +substition -> substitions substition +substituant -> substituant substituants +substituent -> substituent substituents +substitute -> substitute substituted substitutes substituting +substitution -> substitution substitutions +substrate -> substrates substrate +substring -> substring substrings +sub-structure -> sub-structures sub-structure +substructure -> substructure substructures +sub-sub-committee -> sub-sub-committees sub-sub-committee +subsume -> subsumed subsume subsumes subsuming +sub-surface -> sub-surface sub-surfaces +subsystem -> subsystems subsystem +sub-system -> sub-systems sub-system +subtask -> subtasks subtask +sub-task -> sub-tasks sub-task +sub-tenancy -> sub-tenancy sub-tenancies +subtenant -> subtenants subtenant +sub-tenant -> sub-tenants sub-tenant +subtend -> subtended subtend subtends subtending +subterfuge -> subterfuge subterfuges +subterranean -> subterranean subterraneans +sub-test -> sub-tests sub-test +subtext -> subtext subtexts +sub-text -> sub-text sub-texts +subtheme -> subtheme subthemes +sub-theme -> sub-theme sub-themes +sub-tippee -> sub-tippees sub-tippee +subtitle -> subtitled subtitle subtitles subtitling +sub-title -> sub-title sub-titles +subtl -> subtler subtlest +subtlety -> subtlety subtleties +sub-topic -> sub-topics sub-topic +subtotal -> subtotals subtotal +sub-total -> sub-totals sub-total +subtour -> subtours subtour +subtract -> subtract subtracting subtracted subtracts +subtraction -> subtraction subtractions +sub-tree -> sub-trees sub-tree +subtree -> subtree subtrees +subtype -> subtypes subtype +sub-type -> sub-type sub-types +sub-underlease -> sub-underleases sub-underlease +subunit -> subunits subunit +sub-unit -> sub-units sub-unit +sub-universe -> sub-universe sub-universes +suburban -> suburban suburbans +suburbia -> suburbia suburbias +suburb -> suburb suburbs +subvent -> subvent subvented +subvention -> subventions subvention +subversion -> subversion subversions +subversive -> subversive subversives +subvert -> subverted subverting subvert subverts +subway -> subways subway +subwoofer -> subwoofers subwoofer +subzone -> subzones subzone +sub-zone -> sub-zone sub-zones +succeed -> succeeded succeed succeeding succeeds +success -> success successes +succession -> succession successions +successor -> successor successors +succour -> succour succoured succours succouring +succulent -> succulent succulents +succumb -> succumbing succumb succumbs succumbed +succuss -> succussed succuss succussing +succussion -> succussions succussion +sucker -> suckers sucker suckered suckering +sucker-list -> sucker-list sucker-lists +suckermouth -> suckermouth suckermouths +suck -> suck sucking sucked sucks +suckler -> suckler sucklers +suckle -> suckling suckles suckle suckled +sucre -> sucres sucre +suction -> suction suctioned suctioning +sud -> sud suds +sue -> sue sued suing sues sueing +suedehead -> suedehead suedeheads +suede -> suede suedes +suffer -> suffering suffered suffer suffers sufferring sufferred +sufferer -> sufferers sufferer sufferered +suffice -> suffice sufficed suffices sufficing +suffix -> suffix suffixed suffixes +suffocate -> suffocate suffocating suffocated suffocates +suffragan -> suffragan suffragans +suffrage -> suffrage suffrages +suffragette -> suffragette suffragettes +suffragist -> suffragist suffragists +suffuse -> suffuses suffused suffusing suffuse +suffusion -> suffusions suffusion +sugar-daddy -> sugar-daddy sugar-daddies +sugary -> sugary sugariest +sugar -> sugar sugars +suggest -> suggest suggesting suggests suggested +suggestion -> suggestions suggestion +suggestor -> suggestors suggestor +suicide -> suicide suicides +suit -> suited suit suits suiting +suitcase -> suitcase suitcases +suite -> suite suites +suitor -> suitor suitors +sulfate -> sulfate sulfates sulfated +suling -> sulings suling +sulk -> sulked sulk sulks sulking +sully -> sully sullied sullying +sulphate -> sulphate sulphates sulphated +sulphide -> sulphides sulphide +sulphite -> sulphites sulphite +sulphonamide -> sulphonamides sulphonamide +sulphonate -> sulphonate sulphonated +sulphonylurea -> sulphonylurea sulphonylureas +sultana -> sultana sultanas +sultanate -> sultanate sultanates +sultan -> sultan sultans +sultry -> sultry sultriest +sulzberger -> sulzberger sulzbergers +sumac -> sumac sumacs +sumerian -> sumerian sumerians +summary -> summary summaries +summariser -> summariser summarisers +summarise -> summarised summarises summarise summarising +summarize -> summarizing summarize summarizes summarized +summate -> summating summate summated summates +summation -> summation summations +summerchild -> summerchild summerchilds +summer-house -> summer-houses summer-house +summerhouse -> summerhouse summerhouses +summer -> summer summers summering summered +summer-sky -> summer-sky summer-skies +summiteer -> summiteers summiteer +summit -> summit summits summitting +summon -> summoned summon summoning summons +summoner -> summoner summoners +summonse -> summonsed summonsing +sump -> sump sumps +sum -> summed sums sum summing +sunbathe -> sunbathe sunbathed sunbathes +sun-bathe -> sun-bathe sun-bathed +sunbather -> sunbathers sunbather +sunbeam -> sunbeam sunbeams +sun-bed -> sun-beds sun-bed +sunbed -> sunbed sunbeds +sunbird -> sunbird sunbirds +sunblock -> sunblock sunblocks +sunboat -> sunboats sunboat +sunburn -> sunburn sunburns sunburned sunburning +sunburst -> sunburst sunbursts +sun-compatible -> sun-compatibles sun-compatible +suncream -> suncream suncreams +sundae -> sundaes sundae +sunday -> sunday sundays +sun-day -> sun-day sun-days +sunday-school -> sunday-school sunday-schools +sunder -> sundered sunder sundering +sundew -> sundew sundews +sundial -> sundial sundials +sundowner -> sundowners sundowner +sundragon -> sundragon sundragons +sundress -> sundresses sundress +sundry -> sundry sundries +sunfish -> sunfish sunfishes sunfished +sunflower -> sunflower sunflowers +sunhat -> sunhat sunhats +sun-hat -> sun-hat sun-hats +sun-lounger -> sun-lounger sun-loungers +sunny -> sunny sunnier sunnys sunniest sunnies +sunni -> sunni sunnis +sunnite -> sunnite sunnites +sunray -> sunray sunrays +sunrise -> sunrise sunrises +sunroof -> sunroofs sunroof +sunroom -> sunrooms sunroom +sun -> sun suns sunning sunned +sun-screen -> sun-screens sun-screen +sunscreen -> sunscreen sunscreens sunscreening +sunseeker -> sunseekers sunseeker +sunset -> sunset sunsets +sunshade -> sunshades sunshade +sunshaft -> sunshaft sunshafts +sunspot -> sunspot sunspots +suntan -> suntan suntanned suntans suntanning +sun-tan -> sun-tan sun-tans +suntrap -> suntraps suntrap +sunworshipper -> sunworshippers sunworshipper +sun-worshipper -> sun-worshipper sun-worshippers +superalloy -> superalloys superalloy +superantigen -> superantigen superantigens +superbarrio -> superbarrio superbarrios +superbe -> superbe superbes +superbike -> superbike superbikes +supercar -> supercar supercars +supercede -> supercede supercedes superceding superceded +supercharger -> supercharger superchargers +superchef -> superchef superchefs +superchunk -> superchunk superchunks +supercluster -> superclusters supercluster +supercoil -> supercoiling supercoil supercoiled +super-company -> super-company super-companies +supercomputer -> supercomputers supercomputer +super-computer -> super-computer super-computers +superconductor -> superconductor superconductors +super-constituency -> super-constituency super-constituencies +supercontinent -> supercontinent supercontinents +supercool -> supercooling supercool supercooled +super-domestique -> super-domestiques super-domestique +superego-precursor -> superego-precursors superego-precursor +superego -> superego superegos +super-ego -> super-ego super-egos +superfamily -> superfamily superfamilies +super-ferry -> super-ferries super-ferry +superficiality -> superficiality superficialities +superfield -> superfields superfield +superfine -> superfine superfines +superfluity -> superfluity superfluities +superfly -> superflies superfly +super-format -> super-formats super-format +supergiant -> supergiant supergiants +super-glue -> super-glued super-glue +superglue -> superglue superglues superglued +supergrass -> supergrasses supergrass +supergroup -> supergroup supergroups +superhighway -> superhighway superhighways +superhuman -> superhuman superhumans +superimpose -> superimposed superimpose superimposing superimposes +superimposition -> superimposition superimpositions +superintendent -> superintendent superintendents +superintend -> superintend superintending superintended +superiority -> superiority superiorities +superior -> superior superiors +superlative -> superlative superlatives +superloo -> superloos superloo +supermarine -> supermarine supermarines +super-market -> super-markets super-market +supermarket -> supermarket supermarkets +supermax -> supermax supermaxes +superman -> superman supermen +super-ministry -> super-ministry super-ministries +supermodel -> supermodel supermodels +supernatant -> supernatant supernatants +supernatural -> supernatural supernaturals +supernova -> supernova supernovas +supernumerary -> supernumerary supernumeraries +super-order -> super-order super-orders +superordinate -> superordinate superordinates +superoxide -> superoxide superoxides +superpit -> superpit superpits +superpose -> superposed superposing superposes +superposition -> superposition superpositions +superpower -> superpowers superpower +super-power -> super-power super-powers +super-regional -> super-regionals super-regional +super -> super supers +supersaturation -> supersaturation supersaturations +supersaver -> supersaver supersavers +superscalar -> superscalar superscalars +superscript -> superscript superscripts +supersede -> superseded supersede superseding supersedes +supersense -> supersense supersenses +superserver -> superserver superservers +supershift -> supershift supershifted +supersite -> supersites supersite +supersparc -> supersparc supersparcs +superspec -> superspec superspecs +super-sprinter -> super-sprinters super-sprinter +superstar -> superstar superstars +superstate -> superstates superstate +super-state -> super-states super-state +superstation -> superstation superstations +superstition -> superstition superstitions +superstore -> superstores superstore +super-store -> super-stores super-store +superstrat -> superstrat superstrats +superstring -> superstrings superstring +superstructure -> superstructure superstructures +super-structure -> super-structure super-structures +superstud -> superstuds superstud +super-tanker -> super-tankers super-tanker +supertanker -> supertanker supertankers +superteen -> superteen superteens +supertram -> supertram supertrams +super-tyrant -> super-tyrant super-tyrants +superuser -> superusers superuser +supervene -> supervene supervenes +superven -> supervened supervening +supervise -> supervised supervise supervising supervises +superviser -> supervisers superviser +supervision -> supervision supervisions +supervisor -> supervisor supervisors +supervize -> supervizing supervize +superwoman -> superwoman superwomen +supper -> supper suppers +sup -> sup supping supped sups +supplant -> supplanted supplant supplanting supplants +supplementary -> supplementary supplementaries +sup-plement -> sup-plementing sup-plemented +supplement -> supplement supplements supplemented supplementing +suppliant -> suppliant suppliants +supplicant -> supplicants supplicant +supplicate -> supplicate supplicated supplicating +supplication -> supplication supplications +supplier -> suppliers supplier +supply -> supplied supplies supply supplying supplys +supple -> supple suppling supplest suppler +support -> support supported supporting supports +supporter -> supporters supporter +suppo -> suppo suppos +suppose -> suppose supposing supposed supposes +supposition -> supposition suppositions +suppository -> suppositories suppository +suppport -> suppport suppports +suppress -> suppressed suppress suppressing suppresses +suppressant -> suppressant suppressants +suppression -> suppression suppressions +suppressor -> suppressors suppressor +suppurate -> suppurating suppurate +suppuration -> suppuration suppurations +supranational -> supranational supranationals +supra -> supra supras +suprasegmental -> suprasegmental suprasegmentals +supremacist -> supremacists supremacist +supreme -> supreme supremes +supremo -> supremo supremos +supress -> supressed supressing supresses +suprise -> suprised suprise suprising suprises +sura -> sura suras +surcharge -> surcharge surcharging surcharges surcharged +surcoat -> surcoat surcoats +sure -> sure surest surer sures +surety -> surety sureties +suretyship -> suretyship suretyships +surface -> surface surfaced surfaces surfacing +surfactant -> surfactants surfactant +surfboard -> surfboard surfboards surfboarding +surf-board -> surf-board surf-boards +surfeit -> surfeits surfeit surfeited surfeiting +surfer -> surfers surfer +surf -> surf surfing surfed surfs +surform -> surform surforms +surgeon -> surgeon surgeons +surgery -> surgery surgeries +surge -> surge surges surging surged +surly -> surly surlier surliest +surmise -> surmised surmise surmising surmises +surmount -> surmounted surmounts surmount surmounting +surname -> surname surnames surnamed +surpass -> surpass surpassing surpassed surpasses +surplice -> surplice surplices +surprise -> surprise surprises surprised surprising +surrealist -> surrealist surrealists +surrend -> surrending surrended +surrender -> surrendering surrender surrendered surrenders +surrogate -> surrogate surrogates +surround -> surrounding surround surrounded surrounds +surtax -> surtax surtaxes +surveillance -> surveillance surveillances +surveyor -> surveyors surveyor +surveyorship -> surveyorships surveyorship +survey -> survey surveys surveyed surveying +survivalist -> survivalist survivalists +survival -> survival survivals +survive -> surviving survive survived survives +survivor -> survivor survivors +survivorship -> survivorship survivorships +susan -> susan susans +susceptibility -> susceptibility susceptibilities +susceptible -> susceptible susceptibles +susy -> susy susies +suspect -> suspected suspects suspect suspecting +suspenders -> suspenders suspender +suspend -> suspended suspending suspend suspends +suspension -> suspension suspensions +suspicion -> suspicion suspicions +suspire -> suspires suspire +suss -> sussed suss sussing +sustainer -> sustainer sustainers +sustain -> sustain sustaining sustained sustains +suter -> suter sutering +sutler -> sutlers sutler +sutter -> sutter sutters +suture -> sutures suturing suture sutured +suyo -> suyos suyo +svq -> svqs svq +swab -> swabs swabbed swab swabbing +swabian -> swabian swabians +swage -> swaged swage +swag -> swags swagged swag swagging +swagger -> swaggered swagger swaggering swaggers +swagman -> swagmen swagman +swail -> swail swails +swainmote -> swainmotes swainmote +swain -> swain swains +swallow -> swallow swallowed swallowing swallows +swallower -> swallowers swallower +swallow-tail -> swallow-tails swallow-tail +swim -> swim swam swimming swum swims +swami -> swami swamis +swamp-dweller -> swamp-dweller swamp-dwellers +swamp -> swamp swamped swamps swamping +swampland -> swamplands swampland +swanimote -> swanimote swanimotes +swank -> swanking swank swanked +swanker -> swankers swanker +swanky -> swanky swankiest swankier +swan-neck -> swan-neck swan-necks +swan -> swan swans swanning swanned +swan-song -> swan-song swan-songs +swapo-democrat -> swapo-democrats swapo-democrat +swap -> swapping swapped swap swaps +swapshop -> swapshop swapshops +sward -> sward swards +swarm -> swarm swarmed swarming swarms +swarme -> swarme swarmes +swart -> swarts swart +swa -> swa swas +swashbuckler -> swashbuckler swashbucklers +swash -> swash swashing swashed +swastika -> swastikas swastika +swatch -> swatches swatch +swathe -> swathes swathe swathed +swath -> swath swaths +swat -> swatting swatted swat swats +s-wave -> s-waves s-wave +sway -> sway swayed swaying sways +swearer -> swearers swearer +swear-word -> swear-words swear-word +swearword -> swearword swearwords +sweater -> sweater sweaters +sweaty -> sweaty sweatier sweatiest +sweat -> sweat sweating sweated sweats +sweat-shirt -> sweat-shirts sweat-shirt +sweatshirt -> sweatshirt sweatshirts +sweatshop -> sweatshop sweatshops +sweat-shop -> sweat-shop sweat-shops +sw -> sw swed +swede -> swedes swede +swedenborgian -> swedenborgians swedenborgian +swee -> sweeing swee +sweeper -> sweeper sweepers +sweepstake -> sweepstake sweepstakes +sweeten -> sweeten sweetened sweetens sweetening +sweetener -> sweeteners sweetener +sweetheart -> sweetheart sweethearts +sweety -> sweety sweeties +sweetmeat -> sweetmeats sweetmeat +sweet-meat -> sweet-meats sweet-meat +sweetness -> sweetness sweetnesses +sweet-pea -> sweet-peas sweet-pea +sweetpea -> sweetpea sweetpeas +sweet -> sweet sweets sweeter sweetest sweeting +sweet-seller -> sweet-sellers sweet-seller +sweetshop -> sweetshop sweetshops +sweetspot -> sweetspot sweetspots +sweet-talk -> sweet-talks sweet-talk +swelter -> sweltered swelters swelter +sweep -> sweeping swept sweep sweeps +swerve -> swerve swerved swerving swerves +swidden -> swidden swiddens +swift -> swift swifter swiftest swifts +swiftlet -> swiftlets swiftlet +swiftpack -> swiftpacks swiftpack +swig -> swig swigging swigged swigs +swill -> swilled swilling swill swills +swim-bladder -> swim-bladders swim-bladder +swimbladder -> swimbladder swimbladders +swimfeeder -> swimfeeder swimfeeders +swimmer -> swimmers swimmer +swimmy -> swimmy swimmies +swimming-bath -> swimming-baths swimming-bath +swimming-pool -> swimming-pool swimming-pools +swimsuit -> swimsuit swimsuits +swim-suit -> swim-suit swim-suits +swindler -> swindlers swindler +swindle -> swindle swindling swindled swindles +swine -> swine swines +swing -> swinging swing swung swings +swing-door -> swing-doors swing-door +swinger -> swinger swingers +swinge -> swinged swinges +swingometer -> swingometer swingometers +swingtip -> swingtips swingtip swingtipping +swing-weight -> swing-weight swing-weights +swipe -> swipe swipes swiping swiped +swirl -> swirls swirling swirled swirl +swish -> swish swishing swished swishes +switch -> switches switch switching switched +switchback -> switchback switchbacks switchbacked switchbacking +switchblade -> switchblade switchblades +switchboard -> switchboard switchboards +switcher -> switchers switcher +swither -> swithered swither +swithin -> swithin swithins +swithland -> swithland swithlands +swivel -> swivel swivelled swivelling swivels +swell -> swell swollen swelling swelled swells swellest +swoon -> swooning swoon swooned swoons +swoop -> swoop swooping swooped swoops +swoosh -> swoosh swooshing swooshed +swop -> swop swopped swopping swops +sword-arm -> sword-arm sword-arms +swordfight -> swordfight swordfights +swordplant -> swordplant swordplants +sword -> sword swords swording sworded +swordsman -> swordsman swordsmen +sword-stick -> sword-stick sword-sticks +swordtail -> swordtails swordtail +swear -> swearing swore swears swear sworn +swot -> swotting swots swot swotted +swyve -> swyved swyving swyve +sya -> sya syas +sybarite -> sybarites sybarite +sycamore -> sycamores sycamore +sycophant -> sycophant sycophants +syenite -> syenites syenite +syg -> syg syggest +sylk -> sylks sylk +syllabify -> syllabify syllabifying +syllable -> syllables syllable syllabled +syllabub -> syllabub syllabubs +syllabus -> syllabus syllabuses syllabi +syllogism -> syllogism syllogisms +sylphide -> sylphide sylphides +sylph -> sylph sylphs +symbiont -> symbionts symbiont +symbiose -> symbioses symbiose +symbolic -> symbolic symbolics +symbolise -> symbolised symbolises symbolise symbolising +symbolist -> symbolists symbolist +symboliste -> symbolistes symboliste +symbolize -> symbolize symbolized symbolizes symbolizing +symbol -> symbol symbols +symmetry -> symmetry symmetries symmetrys +sympathy -> sympathy sympathies +sympathin -> sympathins sympathin +sympathiser -> sympathiser sympathisers +sympathise -> sympathise sympathising sympathises sympathised +sympathize -> sympathize sympathized sympathizing sympathizes +sympathizer -> sympathizer sympathizers +symphonic -> symphonic symphonics +symphony -> symphony symphonies +symphonique -> symphonique symphoniques +symphonist -> symphonists symphonist +symposium -> symposium symposiums +symptomatology -> symptomatology symptomatologies +symptom -> symptom symptoms +synagogue -> synagogues synagogue +synapomorphy -> synapomorphy synapomorphies +synapse -> synapses synapse synapsing +synapsid -> synapsids synapsid +synch -> synch synched +synchronicity -> synchronicity synchronicities +synchrony -> synchrony synchronies +synchronise -> synchronise synchronised synchronising synchronises +synchronism -> synchronisms synchronism +synchronize -> synchronize synchronized synchronizing synchronizes +synchro -> synchro synchros +synchrotron -> synchrotron synchrotrons +syncline -> synclines syncline +syncopation -> syncopations syncopation +syndicalist -> syndicalist syndicalists +syndicat -> syndicats syndicat +syndicate -> syndicate syndicates syndicating syndicated +syndication -> syndication syndications +syndrome -> syndrome syndromes +syndrum -> syndrums syndrum +synergy -> synergy synergies +synergist -> synergist synergists +synfuel -> synfuels synfuel +synge -> synge synges +synod -> synods synod +synonym -> synonyms synonym +synopsis -> synopsis synopses +synoptic -> synoptic synoptics +synspilum -> synspilum synspilums +syntactic -> syntactic syntactics +synthesis -> syntheses synthesis +synthesiser -> synthesiser synthesisers +synthesise -> synthesise synthesising synthesised synthesises +synthesize -> synthesized synthesize synthesizes synthesizing synthesizer +synthetic -> synthetic synthetics +synthon -> synthon synthons +synth -> synth synths +syphilitic -> syphilitic syphilitics +syphon -> syphon syphoning syphoned syphons +syrian -> syrian syrians +syringe -> syringe syringes syringed +syrup -> syrup syrups +sy -> sy sys +systematic -> systematic systematics +systematisation -> systematisation systematisations +systematise -> systematised systematise systematising systematises +systematiser -> systematiser systematisers +systematize -> systematized systematize systematizing +systemic -> systemic systemics +systempro -> systempro systempros +system -> system systems +system-sentence -> system-sentence system-sentences +systole -> systole systoles +sytem -> sytems sytem +tab -> tabs tab tabbed tabbing +tabard -> tabard tabards +tabby -> tabby tabbies +tabby-cat -> tabby-cats tabby-cat +tabernacle -> tabernacles tabernacle +tablature -> tablature tablatures +tableau -> tableau tableaux tableaus +tablecloth -> tablecloths tablecloth +table-cloth -> table-cloth table-cloths +table-lamp -> table-lamps table-lamp +tableland -> tableland tablelands +table-mat -> table-mats table-mat +tabler -> tablers tabler +table -> table tables tabled tabling +tablespoonful -> tablespoonful tablespoonfuls +tablespoon -> tablespoon tablespoons +tablet -> tablets tablet +tabletop -> tabletop tabletops +table-top -> table-top table-tops +tabloid -> tabloid tabloids +taboo -> taboo taboos +tabor -> tabor tabors +tabulate -> tabulated tabulate tabulates tabulating +tabulation -> tabulation tabulations +tabulator -> tabulators tabulator +tachistoscope -> tachistoscopes tachistoscope +tachograph -> tachograph tachographs +tachometer -> tachometer tachometers +tacho -> tacho tachos +tachyarrhythmia -> tachyarrhythmia tachyarrhythmias +tachycardia -> tachycardia tachycardias +tachyon -> tachyons tachyon +tacker -> tackers tacker +tack -> tack tacking tacks tacked +tackle -> tackled tackle tackling tackles +tackler -> tacklers tackler +tackroom -> tackrooms tackroom +tacksman -> tacksmen tacksman +taco -> tacos taco +tacograph -> tacograph tacographs +tac -> tac tacs +tactician -> tactician tacticians +tactic -> tactic tactics +tadjik -> tadjik tadjiks +tadpole -> tadpoles tadpole +tael -> tael taels +taffeta -> taffeta taffetas +taf -> taf tafs +tag -> tagged tag tags tagging +tage -> tage tages +tagger -> tagger taggers +taggle -> taggled taggle +tagg -> tagg taggs +tago -> tago tagos +tagset -> tagsets tagset +tahitian -> tahitian tahitians +tay -> tay taid +taig -> taigs taig +tailback -> tailback tailbacks +tail-back -> tail-back tail-backs +tailband -> tailband tailbands +tailboard -> tailboard tailboards +tailcoat -> tailcoat tailcoats tailcoated +taildragger -> taildragger taildraggers +tailender -> tailenders tailender +tail-ender -> tail-enders tail-ender +tail-end -> tail-end tail-ends +tail-fin -> tail-fins tail-fin +tailfin -> tailfin tailfins +tailgate -> tailgate tailgates tailgating +tail-gate -> tail-gate tail-gates +taillefer -> taillefer taillefers +taille -> taille tailles +tail-light -> tail-lights tail-light +tailor -> tailored tailor tailors +tailor-make -> tailor-make tailor-makes +tailpiece -> tailpiece tailpieces +tail-piece -> tail-piece tail-pieces +tailpipe -> tailpipe tailpipes +tailplane -> tailplane tailplanes +tail -> tail tails tailed tailing +tail-skid -> tail-skid tail-skids +tail-tip -> tail-tip tail-tips +tailwagger -> tailwaggers tailwagger +tail-wagger -> tail-wagger tail-waggers +tail-wheel -> tail-wheel tail-wheels +tailwind -> tailwind tailwinded +tain -> tain tained +taint -> tainted taint tainting taints +taja -> taja tajas +tajine -> tajine tajines +takeaway -> takeaway takeaways +take-away -> take-away take-aways +takeback -> takebacks takeback +take-off -> take-offs take-off +takeoff -> takeoff takeoffs +take-out -> take-out take-outs +takeover -> takeovers takeover +take-over -> take-over take-overs +taker -> takers taker +take-up -> take-up take-ups +talent -> talent talents talented +talent-spotter -> talent-spotter talent-spotters +taler -> taler talers +tale -> tale tales +tale-teller -> tale-teller tale-tellers +talisman -> talisman talismans talismen +talk -> talk talked talks talking talkin' +talker -> talkers talker +talking-point -> talking-point talking-points +talking-shop -> talking-shop talking-shops +talkshow -> talkshow talkshows +tallboy -> tallboys tallboy +tallentire -> tallentires tallentire +tall -> tall taller tallest +talleyrand-perigord -> talleyrand-perigord talleyrand-perigords +tall-herb -> tall-herbs tall-herb +tally -> tally tallied tallies tallying +tallien -> tallien talliens +tallyman -> tallymen tallyman +talon -> talon talons taloned +tamale -> tamale tamales +tamarin -> tamarins tamarin +tamarind -> tamarind tamarinds +tamarisk -> tamarisk tamarisks +tambourine -> tambourines tambourine +tambour -> tambour tambours tamboured +tambrand -> tambrands tambrand +tame -> tame tames taming tamed tamer +tamil -> tamil tamils +tamper -> tampered tampering tamper tampers +tampico -> tampico tampicos +tamp -> tamp tamping tamped +tampon -> tampons tampon +tanager -> tanager tanagers +tandem -> tandem tandems +tanganyikan -> tanganyikan tanganyikans +tangency -> tangencies tangency +tangent -> tangent tangents +tangerine -> tangerine tangerines +tangible -> tangible tangibles +tangle -> tangle tangles tangled tangling +tango -> tango tangos +tangram -> tangram tangrams +tang -> tang tangs +tangut -> tangut tanguts +tankard -> tankard tankards +tankbuster -> tankbusters tankbuster +tanker -> tankers tanker tankered +tanker-load -> tanker-loads tanker-load +tankful -> tankful tankfuls +tankmate -> tankmates tankmate +tank-mate -> tank-mate tank-mates +tank -> tank tanks tanking tanked +tankship -> tankships tankship +tank-top -> tank-top tank-tops +tannery -> tannery tanneries +tanner -> tanner tanners +tannin -> tannins tannin +tannoy -> tannoy tannoyed tannoys +tan -> tan tans tanned tanning +tantalise -> tantalised tantalise tantalises +tantalize -> tantalizing tantalizes tantalize tantalized +tantrum -> tantrum tantrums +tanzanian -> tanzanian tanzanians +taoist -> taoist taoists +tao -> tao taos +tapa -> tapas tapa +tap-dancer -> tap-dancers tap-dancer +tape-measure -> tape-measure tape-measures +tape-recorder -> tape-recorder tape-recorders +tape-recording -> tape-recordings tape-recording +taper -> taper tapered tapering tapers +tape -> tape tapes taped taping +tapescript -> tapescripts tapescript +tape-slide -> tape-slide tape-slides +tapestry -> tapestries tapestry tapestried +tapeworm -> tapeworms tapeworm +tap-in -> tap-in tap-ins +tapir -> tapir tapirs +tap-penalty -> tap-penalties tap-penalty +tapper -> tapper tappers +tappet -> tappet tappets +tap -> taps tapping tap tapped +tarantula -> tarantulas tarantula +tarboosh -> tarbooshes tarboosh +target -> targeted target targets targeting targetting targetted +targon -> targon targons +tariff -> tariffs tariff +tarim -> tarim tarims +tare -> tares taring tared tare +tarnish -> tarnishing tarnished tarnish tarnishes +tarn -> tarn tarns +tarp -> tarps tarp +tarpaulin -> tarpaulins tarpaulin +tar -> tar tarred tarring tars +tarry -> tarry tarried tarrying +tarsal -> tarsal tarsals +tarsier -> tarsiers tarsier +tartan -> tartan tartans +tartar -> tartar tartars +tarte -> tarte tartes +tartine -> tartine tartines +tartlet -> tartlets tartlet +tart -> tart tarts tarted tarting +tarvarian -> tarvarians tarvarian +ta -> ta tas +taskforce -> taskforce taskforces +taskmaster -> taskmaster taskmasters +task -> task tasks tasked tasking +tasmanian -> tasmanian tasmanians +tassel -> tassels tassel tasselled +tassle -> tassles tassled tassle +tasso -> tasso tassos +taste-maker -> taste-makers taste-maker +taster -> tasters taster +tasty -> tasty tastiest tastier +taste -> taste tasting tastes tasted +tatar -> tatars tatar +tate -> tate tater +tatler -> tatler tatlers +tat -> tat tats tatting +tatter -> tatters tatter tattering +tatty -> tatty tattier +tattie -> tattie tatties +tattle -> tattling tattle +tattoo -> tattoos tattoo tattooing +tattooe -> tattooed tattooes +tattwa -> tattwa tattwas +taunt -> taunting taunted taunt taunts +taupe -> taupe taupes +taurean -> taurean taureans +taureg -> taureg tauregs +tau-tau -> tau-tau tau-taus +tauten -> tautened tauten tautening +taut -> taut tauting tauter +tautology -> tautology tautologies +tautonym -> tautonym tautonyms +tavener -> tavener taveners +tavern -> taverns tavern +taverna -> tavernas taverna +taverner -> taverner taverners +tavern-keeper -> tavern-keeper tavern-keepers +tavra -> tavras tavra +tawny -> tawny tawnies +taxation -> taxation taxations +tax-collector -> tax-collector tax-collectors +tax-dodger -> tax-dodgers tax-dodger +tax-dodge -> tax-dodge tax-dodges +tax -> tax taxed taxing taxes +tax-gatherer -> tax-gatherer tax-gatherers +tax-haven -> tax-haven tax-havens +taxi-cab -> taxi-cabs taxi-cab +taxicab -> taxicab taxicabs +taxidermist -> taxidermist taxidermists +taxi-driver -> taxi-driver taxi-drivers +taxi -> taxi taxis taxiing +taxi-van -> taxi-vans taxi-van +taxiway -> taxiways taxiway +taxman -> taxman taxmen +taxonomy -> taxonomy taxonomies +taxonomist -> taxonomists taxonomist +taxpayer -> taxpayer taxpayers +tax-payer -> tax-payer tax-payers +tax-relief -> tax-relief tax-reliefs +taxy -> taxied taxying taxies +tayloe -> tayloes tayloe +taylor -> taylor taylors +t-bar -> t-bar t-bars +t-bird -> t-bird t-birds +tbm -> tbms tbm +t-bond -> t-bonds t-bond +t-bone -> t-bone t-bones +tb -> tb tbs +tbsp -> tbsp tbsps +t-cell -> t-cell t-cells +tchadienne -> tchadiennes tchadienne +t-connector -> t-connector t-connectors +td -> tds td +tea-bag -> tea-bags tea-bag tea-bagging +teabag -> teabag teabags +tea-boy -> tea-boy tea-boys +tea-break -> tea-breaks tea-break +teabreak -> teabreak teabreaks +teacake -> teacakes teacake +teacher -> teachers teacher +teacher-day -> teacher-days teacher-day +teacher-librarian -> teacher-librarians teacher-librarian +teacher-researcher -> teacher-researchers teacher-researcher +teacher-tutor -> teacher-tutors teacher-tutor +teacher-user -> teacher-users teacher-user +teach -> taught teaches teach teaching +tea-chest -> tea-chests tea-chest +teach-in -> teach-ins teach-in +teacloth -> teacloth teacloths +tea-cloth -> tea-cloth tea-cloths +tea-cosy -> tea-cosy tea-cosies +teacup -> teacups teacup +tea-cup -> tea-cups tea-cup +tea-dance -> tea-dance tea-dances +tea-drinker -> tea-drinker tea-drinkers +tea-drinking -> tea-drinkings tea-drinking +teahouse -> teahouse teahouses +tea-house -> tea-house tea-houses +tea-kettle -> tea-kettle tea-kettles +tea-leaf -> tea-leaves tea-leaf +teal -> teal teals +teamate -> teamates teamate +tea-meeting -> tea-meeting tea-meetings +teamer -> teamers teamer +team-manager -> team-managers team-manager +teammate -> teammates teammate +team-mate -> team-mates team-mate +team-member -> team-members team-member +team-owner -> team-owner team-owners +team -> team teams teamed teaming +teamwork -> teamwork teamworks teamworking +tean -> tean teans +tea-party -> tea-party tea-parties +teapot -> teapot teapots +tearaway -> tearaway tearaways +teardrop -> teardrop teardrops +tear-drop -> tear-drop tear-drops +teare -> teares teare +tearoom -> tearoom tearooms +tea-room -> tea-room tea-rooms +tearstain -> tearstained tearstains +tea -> tea teas +teasel -> teasel teasels +teaser -> teaser teasers +teaset -> teaset teasets +teashop -> teashops teashop +tea-shop -> tea-shop tea-shops +tease -> teases teasing tease teased +teaspoonful -> teaspoonful teaspoonfuls +teaspoon -> teaspoon teaspoons +teat -> teats teat +tea-table -> tea-table tea-tables +tea-time -> tea-time tea-times +teatle -> teatle teatles +teatowel -> teatowels teatowel +tea-towel -> tea-towel tea-towels +tea-tray -> tea-tray tea-trays +teaware -> teawares teaware +teazle -> teazles teazle +tech-green -> tech-green tech-greens +technerd -> technerds technerd +technicality -> technicality technicalities +technical -> technical technicals +technician -> technician technicians +technicien -> technicien techniciens +technique -> techniques technique +technocrat -> technocrats technocrat +technology -> technology technologies +technologist -> technologists technologist +technosphere -> technosphere technospheres +tech -> tech techs +techy -> techies techy +tec -> tec tecs +tectonic -> tectonic tectonics +teddy -> teddy teddies teddys +teddybear -> teddybears teddybear +teddy-bear -> teddy-bears teddy-bear +teddy-boy -> teddy-boy teddy-boys +ted -> ted teds tedding +teef -> teef teefs +teeger -> teeger teegers +tee -> tee teeing tees +teem -> teeming teems teem teemed +teen -> teens teen +teenage -> teenage teenaged +teenager -> teenagers teenager +teeny -> teeny teeniest teenies +teensy-weensy -> teensy-weensiest teensy-weensy +teenybopper -> teenyboppers teenybopper +teeny-bopper -> teeny-boppers teeny-bopper +teeny-weeny -> teeny-weeny teeny-weenies +teepee -> teepee teepees +teeshirt -> teeshirt teeshirts +tee-shirt -> tee-shirt tee-shirts +tee-shot -> tee-shots tee-shot +teessider -> teessider teessiders +teeter -> teeters teetered teetering teeter +teethe -> teethed teethes teethe +tee-time -> tee-time tee-times +teetotaller -> teetotaller teetotallers +telecaster -> telecasters telecaster +telecast -> telecast telecasts telecasting +telecommunication -> telecommunications telecommunication +telecottage -> telecottages telecottage +telefax -> telefax telefaxed +telefoto -> telefotos telefoto +telegram -> telegrams telegram +telegrapher -> telegraphers telegrapher +telegraph -> telegraph telegraphing telegraphs telegraphed +telegraphist -> telegraphist telegraphists +telegraph-pole -> telegraph-poles telegraph-pole +telemessage -> telemessages telemessage +telemine -> telemine telemines +teleology -> teleology teleologies +teleost -> teleosts teleost +telepath -> telepath telepaths +telephone-call -> telephone-calls telephone-call +telephone-hole -> telephone-holes telephone-hole +telephonic -> telephonics telephonic +telephone -> telephone telephoning telephones telephoned +telephonist -> telephonist telephonists +telephoto -> telephoto telephotos +teleport -> teleports teleport +teleprinter -> teleprinter teleprinters +telerecord -> telerecording telerecorded +tele -> tele teles +telesale -> telesales telesale +telescope -> telescope telescopes telescoping telescoped +teletex -> teletexes teletex +telethon -> telethon telethons +teletype -> teletype teletypes +teleut -> teleuts teleut +teleview -> televiews teleview +televise -> televise televises televising +television -> television televisions +televisual -> televisual televisuals +telework -> teleworking telework teleworked +teleworker -> teleworkers teleworker +telex -> telexes telex telexing telexed +tell -> told tell tells telling tellin' tellest telled +tellee -> tellee tellees +teller -> teller tellers +telly -> telly tellies +tellin -> tellin tellins +telltale -> telltale telltales +tell-tale -> tell-tale tell-tales +telluride -> telluride tellurides +telo -> telo telos +tel -> tel tels +tem -> tems tem +temp -> temps temp temping temped +temperament -> temperament temperaments +tempera -> tempera temperas +temperature -> temperature temperatures +temper -> temper tempered tempers tempering +tempest -> tempest tempests +templar -> templars templar +template -> template templates templating +temple-centre -> temple-centres temple-centre +temple-complex -> temple-complex temple-complexes +temple -> temple temples +templeton -> templeton templetons +tempo -> tempi tempo tempos +temporality -> temporality temporalities +temporary -> temporary temporaries +temporise -> temporised temporising temporise +temporize -> temporizing temporized temporize +temptation -> temptation temptations +tempt -> tempts tempted tempt tempting +tempter -> tempters tempter +temptress -> temptress temptresses +tenacity -> tenacity tenacities +tenancy -> tenancies tenancy +tenant-farmer -> tenant-farmer tenant-farmers +tenant -> tenanted tenants tenant tenanting +tend -> tend tended tends tending +tendency -> tendency tendencies +tender -> tender tendered tenders tendering +tendere -> tenderer tenderest +tenderise -> tenderised tenderise tenderises +tenderize -> tenderizing tenderize +tendon -> tendon tendons tendoned +tendril -> tendril tendrils tendrilled +tenedo -> tenedo tenedos +tenement -> tenement tenements +tenet -> tenets tenet +ten-foot -> ten-foot ten-foots +ten-man -> ten-men ten-man +ten-millionth -> ten-millionth ten-millionths +tennant -> tennant tennants +tennent -> tennents tennent +tenner -> tenner tenners +tennessean -> tennesseans tennessean +tennis-court -> tennis-courts tennis-court +tennis-player -> tennis-player tennis-players +tenon -> tenon tenons tenoning tenoned +tenor -> tenor tenors +tenpin -> tenpin tenpins +tenrec -> tenrecs tenrec +tens -> tens tenser +tense -> tense tensing tensed tenses +tension -> tensions tension tensioned tensioning +tensioner -> tensioners tensioner +tensor -> tensor tensors +tent -> tents tent tented tenting +tentacle -> tentacles tentacle tentacled +tenter -> tenters tenter tentering +tent-peg -> tent-peg tent-pegs +tent-pole -> tent-pole tent-poles +tenue -> tenue tenues +tenure -> tenure tenures tenured +ten-year-old -> ten-year-old ten-year-older ten-year-olds +ten-year -> ten-year ten-years +tepee -> tepee tepees +tequila -> tequila tequilas +terabyte -> terabyte terabytes +teraflopper -> terafloppers teraflopper +teraflop -> teraflop teraflops +teratogen -> teratogen teratogens +tere -> teres tere +tergal -> tergal tergals +tergiversation -> tergiversations tergiversation +tergopleural -> tergopleural tergopleurals +term -> terms term termed terming +terminal -> terminal terminals +terminate -> terminates terminate terminated terminating +termination -> termination terminations +terminator -> terminator terminators +terminus -> terminus termini +terminology -> terminology terminologies +termite -> termites termite +term-limit -> term-limits term-limit +tern -> tern terns +terpene -> terpenes terpene +terpenoid -> terpenoid terpenoids +terr -> terrs terr +terrace-back -> terrace-backs terrace-back +terrace-house -> terrace-houses terrace-house +terrace -> terrace terraces terraced +terracing -> terracing terracings +terra-cotta -> terra-cottas terra-cotta +terracotta -> terracotta terracottas +terrain -> terrain terrains +terrane -> terranes terrane +terran -> terran terrans +terrapin -> terrapins terrapin +terrarium -> terrariums terrarium +terre -> terre terres +terrestrial -> terrestrial terrestrials +terrier -> terrier terriers +terry -> terry terries +terrify -> terrifying terrify terrifies +terrine -> terrines terrine +territoire -> territoire territoires +territoriale -> territoriales territoriale +territorial -> territorial territorials +territory -> territories territory +terrorise -> terrorising terrorise terrorised terrorises +terrorist -> terrorist terrorists +terrorize -> terrorized terrorizes terrorizing terrorize +terror-mask -> terror-mask terror-masks +terror -> terror terrors +ter -> ter ters +terse -> terse terser +tertiary -> tertiary tertiaries +te -> te tes +tessa -> tessa tessas +tessellation -> tessellations tessellation +tessier -> tessiers tessier +testament -> testament testaments +testator -> testator testators +testbed -> testbed testbeds +test-bed -> test-bed test-beds +test-case -> test-case test-cases +test -> test tested testing tests +testee -> testee testees +tester -> testers tester +test-flight -> test-flights test-flight +testicle -> testicles testicle +testify -> testify testifying testified testifies +testimonial -> testimonials testimonial +testimony -> testimony testimonies +testpiece -> testpiece testpieces +test-piece -> test-piece test-pieces +test-pressing -> test-pressings test-pressing +test-rig -> test-rig test-rigs +test-tube -> test-tubes test-tube +tetchy -> tetchy tetchier +tether -> tether tethers tethered tethering +tetracycline -> tetracyclines tetracycline +tetrad -> tetrads tetrad +tetrahedral -> tetrahedral tetrahedrals +tetrahedron -> tetrahedron tetrahedrons +tetrahydrocannabinol -> tetrahydrocannabinol tetrahydrocannabinols +tetramer -> tetramer tetramers +tetrapod -> tetrapods tetrapod +tetra -> tetra tetras +tet -> tet tetter +teutch -> teutch teutches +teuton -> teuton teutons +texan -> texans texan +texel -> texels texel +textbook -> textbook textbooks +text-book -> text-book text-books +textile -> textile textiles +textile-worker -> textile-workers textile-worker +text -> text texts +text-sentence -> text-sentences text-sentence +text-type -> text-types text-type +textualist -> textualist textualists +texture -> textures texture textured texturing +text-world -> text-world text-worlds +t-group -> t-groups t-group +thackray -> thackray thackrays +thaid -> thaid thaids +thakin -> thakin thakins +thalassaemia -> thalassaemia thalassaemias +thale -> thales thale +thaler -> thaler thalers +thane -> thane thanes +thank -> thank thanked thanking thanks +thank-offering -> thank-offering thank-offerings +thanksgiving -> thanksgiving thanksgivings +thankyou -> thankyou thankyous +thank-you -> thank-you thank-yous +than -> than thans +tha -> tha thas +thataway -> thataway thataways +thatcherite -> thatcherite thatcherites +thatcher -> thatcher thatchers +thatch -> thatch thatching thatches +that-clause -> that-clauses that-clause +that -> that thats +thaw -> thawing thaw thaws thawed +thay -> thay thayed +th'do -> th'do th'doing +theaten -> theatened theatens +theatregoer -> theatregoers theatregoer +theatre-goer -> theatre-goers theatre-goer +theatre -> theatre theatres +theatric -> theatrics theatric +theatricality -> theatricality theatricalities +theatrical -> theatrical theatricals +theban -> theban thebans +thecodont -> thecodonts thecodont +th -> th thed +theenk -> theenk theenks +theft -> thefts theft +thegn -> thegn thegns +themselves -> themselves theirselves +theist -> theist theists +thematic -> thematic thematics +thematize -> thematizing thematize thematizes thematized +theme-pub -> theme-pubs theme-pub +theme -> theme themes themed theming +then-nobody -> then-nobody then-nobodies +theobald -> theobald theobalds +theocracy -> theocracies theocracy +theodolite -> theodolite theodolites +theologian -> theologians theologian +theology -> theology theologies +theorbo -> theorbo theorbos +theorem -> theorem theorems +theoretician -> theoretician theoreticians +theory -> theory theories +theorisation -> theorisation theorisations +theorise -> theorising theorise theorised theorises +theorist -> theorists theorist +theorization -> theorization theorizations +theorize -> theorize theorized theorizes +theorizing -> theorizing theorizings +theo -> theo theos +theosophist -> theosophist theosophists +theran -> theran therans +therapy -> therapy therapies +therapist -> therapists therapist +therapsid -> therapsids therapsid +theremin -> theremin theremins +there -> there theres +therm -> therms therm +thermal -> thermal thermals thermalling +thermistor -> thermistor thermistors +thermocouple -> thermocouples thermocouple +thermometer -> thermometers thermometer +thermoplastic -> thermoplastic thermoplastics +thermosphere -> thermosphere thermospheres +thermostat -> thermostat thermostats thermostatted +theropod -> theropods theropod +therr -> therr therrs +ther -> ther thers thered +the -> the thes +thesis -> thesis theses +thespian -> thespian thespians +thespienne -> thespiennes thespienne +thessalian -> thessalians thessalian +theta -> theta thetas +thet -> thet thetted +thew -> thew thews +they -> them they their 'em theys +th'hand -> th'hands th'hand +thiazide -> thiazide thiazides +thickener -> thickeners thickener +thicken -> thickening thickens thickened thicken +thick -> thick thicker thickest thicks +thickete -> thicketing thicketed +thicket -> thicket thickets +thickness -> thickness thicknessing thicknesses +thicko -> thickos thicko +thief -> thieves thief thieve +thief-taker -> thief-takers thief-taker +thy -> thys thier +thigh -> thighs thigh +thimble -> thimbles thimble +thing -> things thing +thingamajig -> thingamajigs thingamajig +thingummy -> thingummy thingummies +thingummybob -> thingummybob thingummybobs +thingy -> thingy thingys thingies +think -> thought think thinking thinks +thinker -> thinker thinkers +think-tank -> think-tank think-tanks +thin -> thin thinning thinned thinner thinnest thins +thiol -> thiol thiols +third-party -> third-party third-parties +third-rater -> third-raters third-rater +third-year -> third-year third-years +thirsty -> thirsty thirstier thirstiest +thirst -> thirst thirsting thirsts thirsted +thirst-quencher -> thirst-quencher thirst-quenchers +thirteen-year-old -> thirteen-year-old thirteen-year-olds +thirty-five-year-old -> thirty-five-year-old thirty-five-year-olds +thirty-second -> thirty-second thirty-seconds +thistle -> thistles thistle +th'know -> th'know th'knows +tholoid -> tholoids tholoid +thomase -> thomases thomased +thomist -> thomist thomists +thom -> thom thoms +thone -> thones thone +thong -> thongs thong thonging +thop -> thop thops +thorgill -> thorgill thorgills +thornbush -> thornbushes thornbush +thorny -> thorny thornier thorniest +thorn -> thorn thorns thorning thorned +thorold -> thorold thorolds +thoroughbred -> thoroughbreds thoroughbred +thoroughfare -> thoroughfares thoroughfare +thorp -> thorp thorps +tho -> tho thos +those -> those thoses +thought-content -> thought-content thought-contents +thoughte -> thoughtes thoughte +thought-experiment -> thought-experiments thought-experiment +thousand -> thousand thousander +thousand-year -> thousand-year thousand-years +thracian -> thracian thracians +thral -> thralling thralled +thrant -> thrants thrant +thrash -> thrash thrashed thrashing thrashes +thrasher -> thrashers thrasher +threader -> threader threaders +thread -> thread threads threading threaded +threadworm -> threadworms threadworm +threaten -> threatening threatens threatened threaten +threat -> threat threats threated +three-and-a-half-year -> three-and-a-half-year three-and-a-half-years +three-ball -> three-ball three-balls +three-dimension -> three-dimensions three-dimension +three-dimensionality -> three-dimensionality three-dimensionalities +three-door -> three-door three-doors +three-hour -> three-hour three-hours +three-inch -> three-inch three-inches +three-iron -> three-irons three-iron +three-length -> three-lengths three-length +three-month -> three-month three-months +three-pack -> three-packs three-pack +threepenny -> threepenny threepennies +three-pointer -> three-pointers three-pointer +three-putt -> three-putts three-putt +threequarter -> threequarter threequarters +threesome -> threesome threesomes +three-system -> three-system three-systems +three-time -> three-times three-time +three-tonner -> three-tonners three-tonner +three-wood -> three-wood three-woods +three-year-old -> three-year-olds three-year-old +three-year -> three-year three-years +threonine -> threonines threonine +thresh -> threshed thresh threshes +thresher -> thresher threshers +threshing -> threshing threshings +threshold -> threshold thresholds +thrift -> thrift thrifts +thriller -> thriller thrillers +thrill -> thrill thrills +thrive -> thrive thrives thrived thriving +throaty -> throaty throatier +throat -> throat throats +throb -> throb throbbing throbbed throbs +throe -> throes throe +thrombolytic -> thrombolytic thrombolytics +thromboxane -> thromboxane thromboxanes +thron -> throned thron +throne -> throne thrones +throng -> throngs throng thronged thronging +throttle -> throttle throttling throttled throttles +throughfare -> throughfare throughfares +throughput -> throughput throughputs +through-road -> through-roads through-road +through -> through throughs +throughway -> throughway throughways +throw -> throwing throw thrown throws threw throwed +throwaway -> throwaway throwaways +throwback -> throwback throwbacks +thrower -> throwers thrower +throw-in -> throw-in throw-ins +throw-off -> throw-off throw-offs +throw-out -> throw-outs throw-out +throwout -> throwout throwouts +throwster -> throwsters throwster +thrum -> thrummed thrum thrumming thrums +thrush -> thrush thrushes +thruster -> thrusters thruster +thrust -> thrust thrusting thrusts +thrutch -> thrutching thrutch thrutches +th'say -> th'say th'said +thse -> thse thses +th'think -> th'thinks th'think +thud -> thud thuds thudding thudded +thug -> thugs thug thugging +thuggee -> thuggees thuggee +thumb -> thumb thumbed thumbs thumbing +thumbnail -> thumbnail thumbnails thumbnailing +thumb-nail -> thumb-nail thumb-nails +thumbprint -> thumbprint thumbprints +thumbscrew -> thumbscrews thumbscrew +thump -> thump thumped thumps thumping +thumper -> thumper thumpers +thunder -> thunders thunder thundered thundering +thunderbass -> thunderbasses thunderbass +thunderbolt -> thunderbolt thunderbolts +thunderclap -> thunderclap thunderclaps +thundercloud -> thunderclouds thundercloud +thunder-cloud -> thunder-clouds thunder-cloud +thunderflash -> thunderflash thunderflashes +thunderstorm -> thunderstorms thunderstorm +thunder-storm -> thunder-storm thunder-storms +thun-hohenstein -> thun-hohenstein thun-hohensteins +thunk -> thunk thunks thunking thunked +thun -> thun thuns +thurian -> thurian thurians +thurible -> thurible thuribles +thuringian -> thuringians thuringian +thursday -> thursday thursdays +thwack -> thwacked thwack thwacks thwacking +th'want -> th'want th'wants +thwart -> thwart thwarted thwarting thwarts +thou -> thou thy thee thine +thylacine -> thylacine thylacines +thyme -> thyme thymes +thymidine -> thymidine thymidines +thymine -> thymine thymines +thymocyte -> thymocyte thymocytes +thynge -> thynges thynge +tiara -> tiaras tiara +tibetan -> tibetan tibetans +ticker -> ticker tickers +ticket-collector -> ticket-collector ticket-collectors +tickete -> ticketing ticketed +ticket-holder -> ticket-holder ticket-holders +ticket -> ticket tickets ticketting +tick -> tick ticking ticked ticks +tickler -> tickler ticklers +tickle -> tickle tickling tickled tickles +tick-tock -> tick-tock tick-tocks +tic -> tic tics +tidbit -> tidbits tidbit +tiddle -> tiddle tiddled +tiddler -> tiddler tiddlers +tiddlywink -> tiddlywinks tiddlywink +tideline -> tideline tidelines +tide-mark -> tide-marks tide-mark +tidemark -> tidemark tidemarks +tide -> tide tides tided +tidesman -> tidesmen tidesman +tide-table -> tide-table tide-tables +tidy -> tidy tidied tidying tidier tidies tidiest +tiding -> tidings tiding +tie -> tied tie ties tying tieing +tieback -> tiebacks tieback +tie-back -> tie-backs tie-back +tie-beam -> tie-beam tie-beams +tiebreaker -> tiebreaker tiebreakers +tie-breaker -> tie-breaker tie-breakers +tie-break -> tie-break tie-breaks +tie-clip -> tie-clip tie-clips +tie-down -> tie-down tie-downs +tie-in -> tie-ins tie-in +tie-line -> tie-lines tie-line +tiem -> tiem tiems +tiento -> tientos tiento +tie-off -> tie-offs tie-off +tiepin -> tiepin tiepins +tier -> tiers tier +tie-rod -> tie-rods tie-rod +tie-tape -> tie-tape tie-tapes +tietze -> tietze tietzes +tie-up -> tie-up tie-ups +tie-wearer -> tie-wearers tie-wearer +tiff -> tiff tiffs +tiger -> tigers tiger tigering +tigercat -> tigercat tigercats +tiger-skin -> tiger-skins tiger-skin +tiggywinkle -> tiggywinkle tiggywinkles +tighten -> tighten tightened tightening tightens +tightrope -> tightrope tightroped tightropes +tight-rope -> tight-rope tight-ropes +tightrope-walker -> tightrope-walkers tightrope-walker +tight -> tight tights tighter tightest +tigrayan -> tigrayans tigrayan +tigrean -> tigreans tigrean +tigress -> tigress tigresses +tigridia -> tigridia tigridias +tilapia -> tilapias tilapia +tilean -> tilean tileans +tile -> tiles tiled tiling tile +tiler -> tiler tilers +tilery -> tileries tilery +till -> till tilled tilling tills +tiller -> tiller tillers tillering +tilleul -> tilleuls tilleul +tilt -> tilt tilted tilting tilts +timar -> timars timar +timbale -> timbale timbales +timball -> timballs timball +timberland -> timberland timberlands +timber -> timber timbers timbered timbering +timbrel -> timbrel timbrels +timbre -> timbre timbres +time-ball -> time-ball time-balls +timebomb -> timebomb timebombs +time-bomb -> time-bomb time-bombs +time-capsule -> time-capsule time-capsules +time-check -> time-checks time-check +time-cue -> time-cues time-cue +timeframe -> timeframes timeframe +time-frame -> time-frames time-frame +time-fuse -> time-fuses time-fuse +time-gap -> time-gap time-gaps +timekeeper -> timekeepers timekeeper +time-keeper -> time-keepers time-keeper +time-lag -> time-lag time-lags +time-limit -> time-limit time-limits +timeline -> timeline timelines +time-line -> time-line time-lines +timelord -> timelord timelords +time-out -> time-out time-outs +time-period -> time-period time-periods +timepiece -> timepiece timepieces +time-piece -> time-piece time-pieces +time-point -> time-points time-point +timer -> timers timer +time -> time times timed timing timeing +time-saving -> time-saving time-savings +timescale -> timescales timescale +time-scale -> time-scales time-scale +timese -> timesing timesed +time-server -> time-servers time-server +timeshare -> timeshare timeshares +timesheet -> timesheets timesheet +time-ship -> time-ship time-ships +time-signal -> time-signal time-signals +time-signature -> time-signatures time-signature +timeslip -> timeslip timeslips +time-slot -> time-slot time-slots +time-space -> time-space time-spaces +time-span -> time-spans time-span +timespan -> timespan timespans +times-table -> times-table times-tables +time-step -> time-steps time-step +timeswitch -> timeswitch timeswitches +timetable -> timetables timetable timetabling timetabled +time-table -> time-table time-tabling time-tables +time-traveller -> time-travellers time-traveller +time-value -> time-value time-values +time-waster -> time-waster time-wasters +time-zone -> time-zone time-zones +timidity -> timidity timidities +tim -> tim tims +tincture -> tincture tinctures tinctured +tine -> tine tines +t' -> t' t'ing +tinge -> tinged tinge tinges tingeing +tingle -> tingling tingle tingled tingles +ting -> ting tings tinging +tiny -> tiny tiniest tinier tinies +tinker -> tinkers tinker tinkered tinkering +tinkerer -> tinkerer tinkerers +tinkle -> tinkle tinkled tinkling tinkles +tink -> tink tinks tinking +tin-miner -> tin-miner tin-miners +tinner -> tinners tinner +tin-opener -> tin-openers tin-opener +tin -> tin tins tinning tinned +tinsel -> tinsel tinsels tinselling +tinsmith -> tinsmith tinsmiths +tinta -> tinta tintas +tinter -> tinter tinters +tint -> tints tinting tinted tint +tintinnabulation -> tintinnabulation tintinnabulations +tion -> tions tion +tipoff -> tipoffs tipoff +tip-off -> tip-offs tip-off +tippee -> tippee tippees +tipper -> tipper tippers +tippe-top -> tippe-top tippe-tops +tippet -> tippet tippets +tippler -> tippler tipplers +tipple -> tipple tippling tipples tippled +tip -> tip tips tipped tipping +tipster -> tipsters tipster +tip-tank -> tip-tank tip-tanks +tiptoe -> tiptoed tiptoe tiptoeing tiptoes +tip-toe -> tip-toe tip-toed tip-toes tip-toeing +tirade -> tirade tirades +tirailleur -> tirailleurs tirailleur +tire -> tires tire tiring +tirede -> tireder tiredest +tisane -> tisanes tisane +tissue -> tissue tissues tissued +titan -> titans titan +titbit -> titbits titbit +tit-bit -> tit-bits tit-bit +titford -> titford titfords +tithe -> tithe tithes +tithing -> tithing tithings +titillate -> titillated titillate titillating titillates +titillation -> titillations titillation +titivate -> titivating titivate titivated +title -> title titled titles titling +title-holder -> title-holder title-holders +title-page -> title-page title-pages +titoist -> titoists titoist +titrate -> titrate titrated titrating +titration -> titration titrations +titre -> titre titres +tit -> tit tits +titter -> tittering titter tittered titters +titty -> titty titties +tittup -> tittupped tittupping +t-junction -> t-junction t-junctions +t-lymphocyte -> t-lymphocytes t-lymphocyte +tma -> tma tmas +t'mill -> t'mill t'mills +t'moor -> t'moor t'moors +toadlet -> toadlets toadlet +toad -> toad toads +toadstool -> toadstools toadstool +toady -> toadies toady toadied toadying +toaster -> toaster toasters +toasty -> toasty toasties +toastmaster -> toastmaster toastmasters +toastrack -> toastracks toastrack +toast-rack -> toast-racks toast-rack +toast -> toast toasts toasting toasted +tobacconist -> tobacconists tobacconist +tobacco -> tobacco tobaccos +toboggan -> toboggan toboggans +tob -> tob tobs +toccata -> toccatas toccata +tocopherol -> tocopherol tocopherols +today -> today todays +toddy -> toddy toddies +toddle -> toddling toddle toddled toddles +toddler -> toddler toddlers +toe -> toes toe toed toeing +toecap -> toecaps toecapped toecap +toe-cap -> toe-cap toe-caps +toehold -> toehold toeholds +toenail -> toenails toenail +toe-nail -> toe-nails toe-nail +toerag -> toerag toerags +toe-rag -> toe-rag toe-rags +toffee -> toffees toffee +toffee-apple -> toffee-apples toffee-apple +toff -> toff toffs +toft -> toft tofts +toga -> toga togas +togc -> togc togcs +together -> together togethers +tog -> togs togged tog togging +toggle -> toggle toggled toggles toggling +toggle-switch -> toggle-switch toggle-switches +toiler -> toilers toiler +toile -> toile toiles +toilet-roll -> toilet-rolls toilet-roll +toiletry -> toiletries toiletry +toilet -> toilet toilets toiletting +toilet-seat -> toilet-seat toilet-seats +toil -> toil toils toiled toiling +to -> to toing tos +to-ing -> to-ing to-ings +toisech -> toisechs toisech +tok -> toks tok +tokamak -> tokamak tokamaks +toke -> toking toke +token-reflexive -> token-reflexive token-reflexives +token -> token tokens +tolerance -> tolerance tolerances +tolerate -> tolerated tolerate tolerates tolerating +tolkien -> tolkien tolkiens +toll-bar -> toll-bar toll-bars +toll-booth -> toll-booth toll-booths +toller -> tollers toller +toll-house -> toll-house toll-houses +toll-road -> toll-road toll-roads +toll -> toll tolls tolled tolling +tomahawk -> tomahawk tomahawks +tomato -> tomatoes tomato +tomb-chest -> tomb-chest tomb-chests +tombola -> tombola tombolas +tombolo -> tombolo tombolos +tomboy -> tomboys tomboy +tomb-painting -> tomb-painting tomb-paintings +tomb-robber -> tomb-robbers tomb-robber +tomb -> tomb tombs +tombstone -> tombstone tombstones +tomcat -> tomcats tomcat +tom-cat -> tom-cat tom-cats +tome -> tome tomes +tomfoolery -> tomfoolery tomfooleries +tominah -> tominah tominahs +tommy -> tommy tommies +tommorrow -> tommorrow tommorrows +tommy-gun -> tommy-gun tommy-guns +tomogram -> tomograms tomogram +tomorrow -> tomorrow tomorrows tomorrowwed +tom -> tom toms tommed +tom-tom -> tom-tom tom-toms +tonalite -> tonalite tonalites +tonality -> tonality tonalities +tone -> tones tone toned +tone-colour -> tone-colour tone-colours +tone-poem -> tone-poems tone-poem +toner -> toner toners +tone-up -> tone-ups tone-up +tonge -> tonge tonged tonges +tong -> tong tongs tonging +tongue-lashing -> tongue-lashings tongue-lashing +tongue -> tongue tongues tongued tonguing +tongue-twister -> tongue-twisters tongue-twister +tonic -> tonic tonics +tonight -> tonight tonights +tonk -> tonk tonking +ton-mile -> ton-mile ton-miles +tonnage -> tonnages tonnage +tonne -> tonnes tonne +ton -> ton tons toning tonner +tonsil -> tonsils tonsil +tonsillectomy -> tonsillectomy tonsillectomies +tonsure -> tonsure tonsured tonsures +toodle -> toodling toodle +take -> takes took take taken taking +tool -> tools tool tooling tooled +toolbar -> toolbars toolbar +toolbox -> toolbox toolboxes +toolkit -> toolkit toolkits +toolmaker -> toolmaker toolmakers +toolset -> toolset toolsets +toon -> toon toons +tooth -> teeth tooth tooths +toothbrush -> toothbrushes toothbrush toothbrushing +tooth-brush -> tooth-brushes tooth-brush +toothcomb -> toothcomb toothcombs +toothpaste -> toothpaste toothpastes +toothpick -> toothpick toothpicks +tooth-plate -> tooth-plates tooth-plate +toothy -> toothiest toothy +tootle -> tootled tootling tootle +toot -> tooted toots toot +topaze -> topazes topaze +topcoat -> topcoat topcoats +top-dog -> top-dog top-dogs +topdress -> topdressing topdressed +tope -> toping tope +toper -> topers toper +top-hat -> top-hat top-hats +topiary -> topiary topiaried +topic -> topics topic +topic-shift -> topic-shift topic-shifts +top-knot -> top-knots top-knot +topknot -> topknot topknots +top-notcher -> top-notchers top-notcher +topo -> topos topo +topographer -> topographers topographer +topographic -> topographic topographics +topography -> topography topographies +topology -> topology topologies +top -> top topped topping tops +topper -> topper toppers +topple -> topples topple toppled toppling +top-rope -> top-rope top-roped top-ropes +top-seller -> top-sellers top-seller +topside -> topside topsides +tops'l -> tops'ls tops'l +topsoil -> topsoil topsoils topsoiled +topspin -> topspin topspins +top-to-bottom -> top-to-bottom top-to-bottoms +top-up -> top-up top-ups +toque -> toques toque +torc -> torcs torc +torchbearer -> torchbearers torchbearer +torch -> torch torches torching torched +torchlight -> torchlight torchlights +torch-song -> torch-song torch-songs +tormentor -> tormentors tormentor +torment -> tormented torments torment tormenting +tear -> tear torn tears tore tearing +tornado -> tornado tornados +toroid -> toroid toroids +torontonian -> torontonian torontonians +toro -> toro toros +torpedo-boat -> torpedo-boats torpedo-boat +torpedo-bomber -> torpedo-bombers torpedo-bomber +torpedoe -> torpedoes torpedoed +torpedo -> torpedo torpedoing torpedos +torque -> torque torques +torrent -> torrent torrents +torre -> torre torres +tor -> tor tors +torso -> torso torsos +tort -> torts tort +tortfeasor -> tortfeasors tortfeasor +tortilla -> tortilla tortillas +tortoise -> tortoise tortoises tortoised tortoising +tortoiseshell -> tortoiseshells tortoiseshell +torture-chamber -> torture-chambers torture-chamber +torture -> torture tortured torturing tortures +torturer -> torturers torturer +tory -> tories tory +toss -> tosses toss tossing tossed +tosser -> tosser tossers +toss-pot -> toss-pots toss-pot +tosspot -> tosspot tosspots +tot -> tots tot totting totted +totale -> totale totaled +totalisation -> totalisations totalisation +totalise -> totalising totalise totalises +totalitarianism -> totalitarianism totalitarianisms +totalitarian -> totalitarian totalitarians +totality -> totality totalities +totalization -> totalization totalizations +totalize -> totalizing totalized totalize totalizes +total -> total totalled totalling totals +totem-pole -> totem-pole totem-poles +totem -> totem totems +tothe -> toothing tothe +tote -> tote toting totes toted +totter -> tottered totter totters tottering +toucan -> toucan toucans +touch -> touches touch touched touching touchs +touchdown -> touchdown touchdowns +touchy -> touchy touchier +touchline -> touchline touchlines +touchpaper -> touchpaper touchpapers +touchstone -> touchstone touchstones +touch-up -> touch-up touch-ups +toughen -> toughen toughened toughens toughening +tough -> tough tougher toughest toughs toughed +tough-guy -> tough-guy tough-guys +tought -> toughter toughtest +toughy -> toughies toughy +toupee -> toupee toupees +tour -> toured tour tours touring +tourelle -> tourelles tourelle +tourer -> tourer tourers +tourist -> tourist tourists touristed +tournament -> tournament tournaments +tourney -> tourneys tourney tourneyed +tourniquet -> tourniquet tourniquets +tousle -> tousling tousle +tout -> tout touts touted touting +tove -> tove toves +towaway -> towaways towaway +towell -> towell towells +towel-rail -> towel-rails towel-rail +towel -> towel towels towelled towelling +tower-block -> tower-blocks tower-block +towerblock -> towerblock towerblocks +tower -> tower towers towering towered +tow -> tow towing towed tows +tow-lift -> tow-lifts tow-lift +towline -> towline towlines +town -> towns town towning +townee -> townees townee +towner -> towner towners +towne -> towne townes +townland -> townland townlands +town-planner -> town-planner town-planners +townscape -> townscape townscapes +township -> township townships +townsman -> townsman townsmen +towny -> townies towny +towpath -> towpath towpaths +towplane -> towplanes towplane +tow-rope -> tow-rope tow-ropes +tow-truck -> tow-truck tow-trucks +toxicity -> toxicity toxicities +toxicologist -> toxicologists toxicologist +toxic -> toxic toxics +toxin -> toxins toxin +toyboy -> toyboy toyboys +toy-boy -> toy-boy toy-boys +toy -> toy toyed toys toying +toye -> toye toyes +toymaker -> toymakers toymaker +toyshop -> toyshop toyshops +toy-soldier -> toy-soldiers toy-soldier +t-piece -> t-piece t-pieces +trabajo -> trabajo trabajos +trace -> traces trace tracing traced +trace-element -> trace-element trace-elements +tracery -> tracery traceries traceried +tracer -> tracer tracers +trachea -> trachea tracheas +trachyte -> trachyte trachytes +trackball -> trackball trackballs +trackbed -> trackbed trackbeds +tracker -> trackers tracker +track -> track tracking tracks tracked +trackman -> trackman trackmen +track-owner -> track-owner track-owners +track-record -> track-record track-records +trackside -> trackside tracksides +tracksuit -> tracksuit tracksuits +track-suit -> track-suit track-suits track-suited +trackway -> trackway trackways +tract -> tracts tract +tractarian -> tractarians tractarian +traction -> traction tractions +tractor -> tractor tractors +tradable -> tradable tradables +trade -> trading trade trades traded +trade-in -> trade-in trade-ins +trademark -> trademark trademarks trademarking +tradename -> tradename tradenames +trade-name -> trade-name trade-names +tradeoff -> tradeoffs tradeoff +trade-off -> trade-off trade-offs +trader -> traders trader +trade-route -> trade-route trade-routes +tradesman -> tradesmen tradesman +trade-unionist -> trade-unionist trade-unionists +trade-union -> trade-union trade-unions +tradition -> traditions tradition +traditionalist -> traditionalist traditionalists +traditional -> traditional traditionals +traduce -> traduced traduce +traducer -> traducers traducer +traffic-jam -> traffic-jams traffic-jam +traffick -> trafficked traffick +trafficker -> traffickers trafficker +traffic-light -> traffic-lights traffic-light +traffic -> traffic traffics +tragedian -> tragedian tragedians +tragedy -> tragedy tragedies +traghetto -> traghettos traghetto +tragi-comedy -> tragi-comedy tragi-comedies +trailblazer -> trailblazer trailblazers +trail-blazer -> trail-blazer trail-blazers +trailblaze -> trailblazed trailblazes +trailer -> trailer trailers trailered trailering +trailing-edge -> trailing-edge trailing-edges +trail -> trailed trails trail trailing +train-builder -> train-builders train-builder +train-crew -> train-crew train-crews +train -> train trained trains +trainee -> trainees trainee +traineeship -> traineeship traineeships +trainer -> trainers trainer +train-load -> train-loads train-load +trainload -> trainload trainloads +train-set -> train-set train-sets +train-shed -> train-sheds train-shed +trainspotter -> trainspotters trainspotter +train-spotter -> train-spotter train-spotters +train-tube -> train-tubes train-tube +traipse -> traipsing traipse traipsed traipses +traitor -> traitors traitor +trait -> trait traits +trajectory -> trajectory trajectories +tramcar -> tramcars tramcar +tram-car -> tram-cars tram-car +tramline -> tramline tramlines +trammel -> trammels trammelled trammel +trample -> trampling trampled trample tramples +trampoline -> trampolining trampoline trampolines trampolined +tramp -> tramping tramps tramp tramped +tramroad -> tramroad tramroads +tram -> tram trams tramming trammed +tramwayman -> tramwaymen tramwayman +tramway -> tramway tramways +tran -> trans tran +trance -> trance tranced trances +tranchette -> tranchettes tranchette +tranny -> tranny trannies +tranquiliser -> tranquiliser tranquilisers +tranquillise -> tranquillise tranquillised +tranquilliser -> tranquillisers tranquilliser +tranquillize -> tranquillizing tranquillize +tranquillizer -> tranquillizers tranquillizer +tranquil -> tranquil tranquils +transact -> transacted transact transacting +transaction -> transaction transactions +transactivate -> transactivate transactivates +transactor -> transactors transactor +transaminase -> transaminase transaminases +transceiver -> transceivers transceiver +transcend -> transcends transcended transcend transcending +transcendentalist -> transcendentalist transcendentalists +transcode -> transcoding transcoded +transcribe -> transcribed transcribe transcribing transcribes +transcriber -> transcriber transcribers +transcript -> transcripts transcript +transcriptase -> transcriptase transcriptases +transcription -> transcription transcriptions +transduce -> transduces transduced transducing transduce +transducer -> transducer transducers +transection -> transection transections +transect -> transecting transects transected transect +transept -> transept transepts +transexual -> transexuals transexual +transfect -> transfected transfect transfecting +transfectant -> transfectants transfectant +transfection -> transfections transfection +transferee -> transferee transferees +transference -> transference transferences +transferrin -> transferrin transferrins +transfer -> transfer transfers transferred transferring transfering transfered +transfigure -> transfigured transfigure transfigures transfiguring +transfix -> transfixed transfixes transfixing transfix +transformation -> transformation transformations +transformer -> transformer transformers +transformist -> transformist transformists +transform -> transformed transforms transform transforming +transfuse -> transfused transfuse +transfusion -> transfusions transfusion +transgene -> transgenes transgene +transgenic -> transgenic transgenics +transgress -> transgressing transgressed transgresses transgress +transgression -> transgression transgressions +transgressor -> transgressor transgressors +transhipment -> transhipment transhipments +transient -> transient transients +transistor -> transistors transistor +transit -> transit transiting transitted transits transited transitting +transitional -> transitional transitionals +transition -> transition transitions transitioning transitioned +transjordanian -> transjordanian transjordanians +translate -> translate translated translating translates +translation -> translations translation +translator -> translator translators +transliterate -> transliterated transliterate +transliteration -> transliteration transliterations +translocate -> translocated translocate translocates translocating +translocation -> translocation translocations +translucency -> translucencies translucency +transmission -> transmission transmissions +transmissivity -> transmissivity transmissivities +transmit -> transmitted transmit transmits transmitting +transmitter -> transmitter transmitters +transmogrify -> transmogrified transmogrifying transmogrify +transmutationist -> transmutationist transmutationists +transmutation -> transmutation transmutations +transmute -> transmuted transmute transmutes transmuting +transnational -> transnational transnationals +transom -> transoms transom +transome -> transomed transomes transome +transoxide -> transoxide transoxides +transparency -> transparencies transparency +transparent -> transparent transparents +transpersonalize -> transpersonalized transpersonalize +transpire -> transpired transpires transpire transpiring +transplantation -> transplantation transplantations +transplant -> transplant transplanted transplanting transplants +transponder -> transponder transponders +transportation -> transportation transportations +transporter -> transporter transporters +transport -> transport transporting transported transports +transpose -> transposed transposes transposing transpose +transposition -> transpositions transposition +transposon -> transposons transposon +transputer -> transputer transputers +transsexual -> transsexual transsexuals +transudate -> transudates transudate +transvalue -> transvalued transvalues +transverse -> transverse transversed +transvestite -> transvestite transvestites +trapdoor -> trapdoor trapdoors +trap-door -> trap-door trap-doors +trapeze -> trapeze trapezing trapezes +trapezoid -> trapezoids trapezoid +trapline -> traplines trapline +trapper -> trapper trappers +trappist -> trappist trappists +trap -> trapped traps trapping trap +trashcan -> trashcan trashcans +trash -> trash trashing trashed trashes +tratado -> tratados tratado +trauma -> trauma traumas +traumatise -> traumatised traumatising traumatise +traumatize -> traumatized traumatizing traumatizes +traum -> traum traums +travail -> travails travail +travailleur -> travailleurs travailleur +travailliste -> travailliste travaillistes +travel -> travelling travel travels travelled travellin' traveling traveled +travel-book -> travel-books travel-book +traveler -> travelers traveler +traveller -> travellers traveller +travelogue -> travelogue travelogues +travel-writer -> travel-writers travel-writer +traversal -> traversals traversal +traverse -> traversed traverse traverses traversing +traverser -> traverser traversers +travesty -> travesties travesty travestying travestied +trawlerman -> trawlerman trawlermen +trawler -> trawler trawlers +trawl -> trawling trawls trawled trawl +tray -> trays tray traid +trayful -> trayfuls trayful +treachery -> treachery treacheries +treacher -> treacher treachers +treadle -> treadle treadling treadles +treadmill -> treadmill treadmills +treadwheel -> treadwheel treadwheels +treason -> treason treasons +treasure -> treasures treasure treasured treasuring +treasure-hunter -> treasure-hunters treasure-hunter +treasurer -> treasurer treasurers +treasurership -> treasurership treasurerships +treasure-seeker -> treasure-seekers treasure-seeker +treasury -> treasury treasuries +treat -> treat treated treating treats +treatise -> treatise treatises +treatment-room -> treatment-room treatment-rooms +treatment -> treatment treatments +treaty -> treaties treaty +treble -> treble trebles trebled trebling +trebuchet -> trebuchet trebuchets +tree -> trees tree +treecreeper -> treecreeper treecreepers +tree-creeper -> tree-creeper tree-creepers +treehouse -> treehouses treehouse +tree-light -> tree-light tree-lights +treeline -> treeline treelined treelines +treeman -> treemen treeman +tree-ring -> tree-ring tree-rings +tree-root -> tree-roots tree-root +tree-stump -> tree-stumps tree-stump +treet -> treets treet +treetop -> treetops treetop +tree-top -> tree-top tree-tops +treetrunk -> treetrunks treetrunk +tree-trunk -> tree-trunk tree-trunks +trefoil -> trefoils trefoil trefoiled +trejo -> trejos trejo +trek -> treks trekked trek trekking +trekker -> trekkers trekker +trellise -> trellises trellising +trematode -> trematode trematodes +tremble -> trembling trembles trembled tremble +trembucker -> trembuckers trembucker +tremolo -> tremolo tremolos +tremor -> tremors tremor +tremore -> tremoring tremored +trem -> trem trems +trenchcoat -> trenchcoat trenchcoats +trencherman -> trencherman trenchermen +trencher -> trencher trenchers +trench -> trench trenching trenches trenched +trendy -> trendy trendies trendier trendiest +trend -> trend trends trended trending +trend-setter -> trend-setters trend-setter +trendsetter -> trendsetter trendsetters +trepan -> trepanning trepanned trepan +trephine -> trephining trephine +trepidation -> trepidation trepidations +treponeme -> treponemes treponeme +trespasser -> trespasser trespassers +trespass -> trespasses trespassing trespass trespassed +tress -> tresses tress +tressel -> tressels tressel +trestle -> trestles trestle +trestle-table -> trestle-tables trestle-table +trethowan -> trethowan trethowans +treve -> treves treve +trew -> trews trew +triad -> triad triads +trial -> trials trial trialling trialled trialed trialing +trialist -> trialists trialist +triallist -> triallists triallist +triangle -> triangle triangles +triangulate -> triangulate triangulating +triangulation -> triangulation triangulations +triathlete -> triathletes triathlete +triathlon -> triathlon triathlons +triazine -> triazine triazines +tribalist -> tribalists tribalist +tribal -> tribal tribals +tribble -> tribble tribbles +tribe -> tribe tribes +tribesman -> tribesman tribesmen +tribulation -> tribulations tribulation +tribunal -> tribunal tribunals +tribune -> tribune tribunes +tributary -> tributaries tributary +tribute -> tributes tribute tributing +tribute-payment -> tribute-payment tribute-payments +tributer -> tributers tributer +tricep -> triceps tricep +trichologist -> trichologist trichologists +trichoneme -> trichonemes trichoneme +trichostrongyle -> trichostrongyles trichostrongyle +trichostrongyloid -> trichostrongyloids trichostrongyloid +trichothecene -> trichothecenes trichothecene +trick-cyclist -> trick-cyclist trick-cyclists +tricker -> tricker trickers +tricky -> tricky trickier trickiest +trickle -> trickled trickle trickles trickling +trick-or-treat -> trick-or-treat trick-or-treats +trick -> trick tricks tricked tricking +trickster -> tricksters trickster +tricolor -> tricolor tricolors +tricolo -> tricolo tricolos +tricolour -> tricolour tricoloured tricolours +tricycle -> tricycles tricycle +tricyclic -> tricyclic tricyclics +trident -> trident tridents +trier -> trier triers +trifid -> trifid trifids +trifle -> trifles trifle trifled trifling +trigger -> trigger triggers triggering triggered +triglyceride -> triglycerides triglyceride +trigonid -> trigonid trigonids +trigram -> trigrams trigram +tri-gram -> tri-gram tri-grams +trihedron -> trihedron trihedrons +trike -> trike trikes +trilby -> trilby trilbies trilbied +trill -> trilled trills trill trilling +trilobite -> trilobites trilobite +trilogy -> trilogy trilogies +trimaran -> trimaran trimarans +trimer -> trimer trimers +trimester -> trimester trimesters +trim -> trim trimming trimmed trims trimmer +trimphone -> trimphones trimphone +tr -> tr tring +trinidadian -> trinidadian trinidadians +trinita -> trinitas trinita +trinket -> trinkets trinket +trinucleid -> trinucleid trinucleids +triomphe -> triomphe triomphes +trio -> trio trios +tripeptide -> tripeptide tripeptides +tripe -> tripe tripes +trip-hammer -> trip-hammers trip-hammer +triphosphate -> triphosphate triphosphates +triphosphor -> triphosphors triphosphor +triplane -> triplane triplanes +tri-plate -> tri-plate tri-plates +triple -> tripled triple tripling triples +triplet -> triplets triplet +triplicate -> triplicate triplicated triplicates +triploblast -> triploblasts triploblast +triploid -> triploid triploids +tripod-cauldron -> tripod-cauldrons tripod-cauldron +tripod -> tripod tripods tripodding +tripper -> trippers tripper +trippy -> trippy trippies trippiest +tripple -> trippling tripple +trip -> trip trips tripped tripping +triptych -> triptych triptychs +tripwire -> tripwire tripwires +trip-wire -> trip-wire trip-wires +trireme -> trireme triremes +trisaccharide -> trisaccharide trisaccharides +trishaw -> trishaws trishaw +trislander -> trislanders trislander +trisomy -> trisomy trisomies +tristar -> tristar tristars +tri-star -> tri-star tri-stars +triterpenoid -> triterpenoid triterpenoids +trite -> trite tritest +triticale -> triticale triticales +triton -> tritons triton +tritone -> tritone tritones +triumphant -> triumphant triumphants +triumph -> triumph triumphed triumphs triumphing +trivet -> trivets trivet +trivialise -> trivialised trivialise trivialising trivialises +triviality -> triviality trivialities +trivialize -> trivialize trivializing trivializes trivialized +trna-modification -> trna-modifications trna-modification +trna -> trna trnas +trobriand -> trobriand trobriands +tread -> tread trodden trod treading treads treaded +trog -> trog trogging +troglodyte -> troglodyte troglodytes +trogon -> trogons trogon +trojan -> trojans trojan +trolley -> trolleys trolley +trolley-load -> trolley-load trolley-loads +trolly -> trolly trollies +troll -> trolled trolling troll trolls +trollop -> trollop trollops +troman -> troman tromans +trombone -> trombone trombones +trombonist -> trombonist trombonists +trompe-l'oeil -> trompe-l'oeils trompe-l'oeil +tromp -> tromp tromping +trom -> trom troms +trondhjemite -> trondhjemites trondhjemite +troop-carrier -> troop-carrier troop-carriers +troop -> troops trooped troop trooping +trooper -> trooper troopers +troopship -> troopships troopship +troop-ship -> troop-ships troop-ship +trope -> trope tropes +trophy -> trophy trophies trophys +tropical -> tropical tropicals +tropism -> tropisms tropism +trop -> trop trops +trot -> trotting trot trotted trots +trotskyist -> trotskyist trotskyists +trotskyite -> trotskyite trotskyites +trotter -> trotters trotter +troubadour -> troubadours troubadour +trouble -> trouble troubled troubles troubling +trouble-maker -> trouble-makers trouble-maker +troublemaker -> troublemaker troublemakers +troubleshooter -> troubleshooters troubleshooter +trouble-shooter -> trouble-shooter trouble-shooters +troubleshoot -> troubleshoot troubleshooting troubleshoots +trouble-spot -> trouble-spots trouble-spot +troublespot -> troublespot troublespots +trough -> trough troughs troughed troughing +trounce -> trounced trouncing trounce trounces +troupe -> troupes troupe +trouper -> trouper troupers +troup -> troup troups +trousers -> trousers trouser +trouser-front -> trouser-fronts trouser-front +trouserleg -> trouserlegs trouserleg +trouser-leg -> trouser-leg trouser-legs +trouser-press -> trouser-press trouser-presses +trousseau -> trousseau trousseaus +trout-rod -> trout-rods trout-rod +trout -> trout trouts +trove -> trove troves +trowel -> trowel trowelling trowels trowelled +trower -> trower trowers +trow -> trow trows +truancy -> truancy truancies +truant -> truant truants truanting truanted +trub -> trub trubs +truce -> truce truces +truck -> trucks truck trucking trucked +trucker -> truckers trucker +truckle -> truckle truckles truckled +truck-load -> truck-loads truck-load +truckload -> truckload truckloads +truckstop -> truckstop truckstops +trudge -> trudged trudge trudging trudges +true -> true truest truer truing trued +truffe -> truffes truffe +truffle -> truffle truffles +trug -> trug trugs +truism -> truism truisms +trump -> trumped trump trumps trumping +trump-card -> trump-cards trump-card +trumpet -> trumpets trumpet +trumpete -> trumpeted trumpeter trumpeting +trumpet-player -> trumpet-player trumpet-players +truncate -> truncate truncating truncates +truncheon -> truncheon truncheons +trundle -> trundle trundled trundling trundles +trundler -> trundlers trundler +trunkful -> trunkful trunkfuls +trunkload -> trunkload trunkloads +trunk-road -> trunk-roads trunk-road +trunk -> trunk trunks trunking +trunnion -> trunnion trunnions +trusbut -> trusbut trusbuts +truss -> trussed trusses truss trussing +trustbuster -> trustbusters trustbuster +trustee -> trustees trustee +trusteeship -> trusteeship trusteeships +trust-me -> trust-me trust-mes +trust -> trust trusts trusted trusting +trusty -> trustiest trusty trusties +truth-claim -> truth-claims truth-claim +truth -> truth truths +truth-teller -> truth-tellers truth-teller +truth-value -> truth-value truth-values +tryall -> tryall tryalls +try -> try trying tries tried tryed +tryon -> tryon tryons +tryout -> tryouts tryout +try-out -> try-out try-outs +trypanosome -> trypanosome trypanosomes +tryptic -> tryptic tryptics +try-scorer -> try-scorer try-scorers +trysting-place -> trysting-places trysting-place +tryst -> tryst trysts +tsarist -> tsarist tsarists +tsar -> tsar tsars +t-shirt -> t-shirt t-shirts +t-short -> t-shorts t-short +tsimshian -> tsimshian tsimshians +tsk -> tsk tsked +tso -> tsos tso +t-square -> t-square t-squares +t'stable -> t'stables t'stable +tst -> tsted tsting +t-switch -> t-switches t-switch +t-test -> t-tests t-test +t'top -> t'tops t'top +ttwa -> ttwa ttwas +tuareg -> tuareg tuaregs +tub -> tubs tub tubbing tubbed +tuba -> tubas tuba +tubby -> tubby tubbier tubbies +tube -> tubes tube tubed +tube-nose -> tube-noses tube-nose +tuber -> tubers tuber +tubercle -> tubercles tubercle +tuberculin -> tuberculins tuberculin +tuberose -> tuberose tuberoses +tube-tying -> tube-tying tube-tyings +tubist -> tubist tubists +tubular -> tubular tubulars +tubule -> tubules tubule +tucc -> tucc tuccs +tuck-box -> tuck-box tuck-boxes +tuck -> tucking tucked tuck tucks +tucker -> tucker tuckers +tu -> tu tuer tus +tuesday -> tuesday tuesdays +tufa -> tufa tufas +tuff -> tuff tuffs +tuft -> tufts tuft tufting +tufted -> tufted tufteds +tug -> tugging tug tugged tugs +tugboat -> tugboat tugboats +tughluk -> tughluk tughluks +tugmaster -> tugmasters tugmaster +tugrik -> tugrik tugriks +tula -> tula tulas +tulip -> tulip tulips +tulle -> tulle tulles +tuman -> tuman tumans +tumble -> tumbling tumble tumbled tumbles +tumble-dryer -> tumble-dryer tumble-dryers +tumblerful -> tumblerful tumblerfuls +tumbler -> tumbler tumblers +tumbril -> tumbril tumbrils +tummy -> tummy tummies +tumor -> tumors tumor +tumour -> tumours tumour tumoured +tump -> tump tumps +tum -> tum tums +tumult -> tumult tumults +tuna -> tuna tunas +tundra -> tundra tundras +tune -> tune tuned tunes tuning +tuner -> tuner tuners +tunicate -> tunicates tunicate +tunic -> tunic tunics +tunisian -> tunisian tunisians +t-unit -> t-unit t-units +tunnel -> tunnel tunnels tunnelling tunnelled +tun -> tun tuns +tup -> tups tup tupping +tuple -> tuples tuple tupled +turban -> turban turbans +turbidite -> turbidite turbidites +turbine -> turbines turbine +turbo-alternator -> turbo-alternators turbo-alternator +turbocar -> turbocars turbocar +turbocharger -> turbochargers turbocharger +turbo-charger -> turbo-chargers turbo-charger +turbo-diesel -> turbo-diesel turbo-diesels +turbofan -> turbofans turbofan +turbo-generator -> turbo-generator turbo-generators +turbojet -> turbojet turbojets +turboprop -> turboprops turboprop +turbo -> turbo turbos +turbulator -> turbulator turbulators +turbulence -> turbulence turbulences +turcoman -> turcoman turcomans +turd -> turds turd +tureen -> tureens tureen +turf -> turf turfing turfed turfs +turk -> turks turk +turkey -> turkey turkeys turkeying +turkish-cypriot -> turkish-cypriot turkish-cypriots +turkoman -> turkomans turkoman turkomen +turmoil -> turmoil turmoils turmoiled +turnabout -> turnabout turnabouts +turnaround -> turnaround turnarounds +turn-around -> turn-around turn-arounds +turnback -> turnback turnbacks +turncoat -> turncoat turncoats +turn -> turn turned turns turning +turner -> turner turners +turning-point -> turning-points turning-point +turnip -> turnip turnips +turnkey -> turnkey turnkeys +turn-length -> turn-length turn-lengths +turn-off -> turn-off turn-offs +turn-on -> turn-on turn-ons +turn-out -> turn-outs turn-out +turnout -> turnout turnouts +turnover -> turnover turnovers +turnpike -> turnpikes turnpike turnpiking turnpiked +turnround -> turnround turnrounds +turn-round -> turn-round turn-rounds +turnstile -> turnstiles turnstile +turnstone -> turnstone turnstones +turntable -> turntable turntables +turnup -> turnups turnup +turn-up -> turn-ups turn-up +turquoise -> turquoise turquoises +turret -> turret turrets +turtledove -> turtledoves turtledove +turtle-dove -> turtle-dove turtle-doves +turtle -> turtle turtles +tush -> tushes tush tushed +tusker -> tuskers tusker +tusk -> tusk tusks tusked +tussle -> tussle tussles tussling tussled +tussock -> tussocks tussock +tutee -> tutees tutee +tutor -> tutors tutor tutoring +tutor-group -> tutor-group tutor-groups +tutorial -> tutorials tutorial +tutor-librarian -> tutor-librarian tutor-librarians +tutor-organiser -> tutor-organiser tutor-organisers +tut -> tut tutted tuts tutting +tut-tut -> tut-tut tut-tuts +tutu -> tutu tutus +tutworker -> tutworker tutworkers +tutzing -> tutzinger tutzing +tuvan -> tuvans tuvan +tuxedo -> tuxedo tuxedos +tva -> tva tvas +twaite -> twaites twaite +twang -> twang twanging twangs twanged +twa -> twa twas +twat -> twat twats twatted +tweak -> tweak tweaked tweaking tweaks +tweaker -> tweaker tweakers +tweed -> tweed tweeds tweeded +tweeny -> tweeny tweenies +tweeter -> tweetered tweeter tweeters +tweet -> tweet tweets tweeting +tweezers -> tweezers tweezer +twelfth-century -> twelfth-century twelfth-centuries +twelve-bore -> twelve-bores twelve-bore +twelve-pounder -> twelve-pounders twelve-pounder +twelve-wheeler -> twelve-wheeler twelve-wheelers +twelve-year-old -> twelve-year-olds twelve-year-old +twentieth-century -> twentieth-century twentieth-centuries +twentyfive -> twentyfive twentyfives +twenty-fourther -> twenty-fourther twenty-fourthers +twenty-fourth -> twenty-fourth twenty-fourths +twenty-second -> twenty-second twenty-seconds +twentysomething -> twentysomethings twentysomething +twenty-square -> twenty-square twenty-squares +twenty-two-year-old -> twenty-two-year-old twenty-two-year-olds +twenty-year-old -> twenty-year-old twenty-year-olds +twerp -> twerp twerps +twice -> twice twicing +twiddle -> twiddled twiddle twiddling twiddles +twiddler -> twiddler twiddlers +twig -> twigging twig twigs twigged +twigg -> twigg twiggs +twiglet -> twiglets twiglet +twilight -> twilight twilights +twill -> twills twill +twin -> twinned twin twins twinning +twin-car -> twin-car twin-cars +twine -> twined twine twining twines +twinge -> twingeing twinge twinges +twink -> twinks twink +twinkle -> twinkling twinkled twinkle twinkles +twinkly -> twinkly twinkliest +twinset -> twinset twinsets +twin-set -> twin-set twin-sets +twirl -> twirling twirled twirls twirl +twist -> twists twist twisted twisting +twister -> twister twisters +twisty -> twisty twistier +twit -> twits twit twitting twitted +twitch -> twitch twitched twitching twitches +twitcher -> twitchers twitcher +twitchy -> twitchy twitchiest +twitter -> twittering twitters twitter twittered +twizzle -> twizzle twizzled +two-and-a-half-mile -> two-and-a-half-mile two-and-a-half-miles +two-and-three-quarter -> two-and-three-quarters two-and-three-quarter +two-footer -> two-footers two-footer +two-leg -> two-leg two-legs +two-metre -> two-metre two-metres +two-piece -> two-piece two-pieces +two-pound -> two-pound two-pounds +two-seater -> two-seater two-seaters +two-shoe -> two-shoe two-shoes +two-step -> two-step two-steps +two-stroke -> two-stroke two-strokes +two-time -> two-time two-times +two-up-two-down -> two-up-two-downs two-up-two-down +two-week -> two-week two-weeks +two-wheeler -> two-wheeler two-wheelers +two-wheel -> two-wheel two-wheels +two-world -> two-worlds two-world +twoyear-old -> twoyear-old twoyear-olds +two-year-old -> two-year-old two-year-olds +two-year -> two-year two-years +two-years-old -> two-years-olds two-years-old +tyack -> tyack tyacks +tycoon -> tycoon tycoons +tyger -> tyger tygers +tyke -> tyke tykes +tylee -> tylee tylees +tyler-upfield -> tyler-upfields tyler-upfield +tyme -> tyme tymes +tympanogram -> tympanograms tympanogram +tyne -> tyne tynes +type-case -> type-cases type-case +typecast -> typecasting typecast +typeface -> typeface typefaces +type-face -> type-face type-faces +typefounder -> typefounder typefounders +type -> type types typed typing +typescript -> typescript typescripts +typesetter -> typesetters typesetter +type-setter -> type-setters type-setter +type-token -> type-token type-tokens +typewriter -> typewriter typewriters +typhoon -> typhoon typhoons +typification -> typification typifications +typify -> typify typified typifies typifying +typist -> typist typists +typographer -> typographer typographers +typography -> typography typographies +typology -> typologies typology +typo -> typo typos +tyrannicide -> tyrannicides tyrannicide +tyranny -> tyranny tyrannies +tyrannise -> tyrannised tyrannise tyrannises +tyrannize -> tyrannize tyrannizing tyrannized +tyrannosaur -> tyrannosaurs tyrannosaur +tyrant -> tyrant tyrants +tyre -> tyre tyres +tyre-track -> tyre-tracks tyre-track +tyretrack -> tyretracked tyretracks +tyrian -> tyrian tyrians +tyr -> tyred tyring tyr +tyrolean -> tyrolean tyroleans +tyro -> tyro tyros +tyrosine -> tyrosine tyrosines +tyrrellian -> tyrrellian tyrrellians +tzar -> tzar tzars +uap -> uap uaps +ua -> ua uas +u-bend -> u-bend u-bends +ubiquinone -> ubiquinones ubiquinone +ubitron -> ubitrons ubitron +ub-level -> ub-level ub-levels +u-boat -> u-boat u-boats +uca -> uca ucas +uc -> uc ucs +udc -> udc udcs +udder -> udder udders +udeghe -> udeghe udeghes +udg -> udgs udg +udp -> udp udps +ud -> ud uds uding uded +ue -> ue ues +ufo -> ufos ufo +ufologist -> ufologist ufologists +uf -> uf ufs +ugandan -> ugandan ugandans +ugh -> ugh ughs +ugly -> ugly uglier ugliest uglies +uglify -> uglified uglify +ugliness -> ugliness uglinesses +ugm -> ugm ugms +ug -> ug ugs uggest +uh-huh -> uh-huh uh-huhs +uhm -> uhm uhming +uic -> uic uics +uighur -> uighur uighurs +ukelele -> ukelele ukeleles +ukrainian -> ukrainian ukrainians +ukranian -> ukranian ukranians +ukulele -> ukulele ukuleles +ulay -> ulayed ulay +ulcc -> ulcc ulccs +ulcer -> ulcers ulcer +ulcerate -> ulcerating ulcerates ulcerate +ulceration -> ulceration ulcerations +ulcha -> ulcha ulchas +ulsterman -> ulsterman ulstermen +ultimacy -> ultimacies ultimacy +ultimate -> ultimate ultimates +ultimatum -> ultimatum ultimatums +ultracentrifuge -> ultracentrifuge ultracentrifuged +ultraconservative -> ultraconservative ultraconservatives +ultra-leftist -> ultra-leftist ultra-leftists +ultramarine -> ultramarine ultramarines +ultramontane -> ultramontanes ultramontane +ultra-nationalist -> ultra-nationalist ultra-nationalists +ultra-radical -> ultra-radical ultra-radicals +ultra-rightist -> ultra-rightist ultra-rightists +ultra -> ultra ultras +ultrasound -> ultrasound ultrasounds +ultrasparc -> ultrasparc ultrasparcs +ululate -> ululating ululates ululate ululated +ululation -> ululation ululations +umbel -> umbels umbel +umbellifer -> umbellifers umbellifer +umber -> umber umbers +umbilical -> umbilical umbilicals +umbrella -> umbrella umbrellas +umb -> umb umbs +umm -> umm umms +umpire -> umpire umpired umpires umpiring +um -> um ums ummed umming +'un -> 'uns 'un +unacceptability -> unacceptability unacceptabilities +unamerican -> unamerican unamericans +un-american -> un-american un-americans +unavailability -> unavailability unavailabilities +unavailable -> unavailable unavailables +unbalance -> unbalance unbalances unbalancing +unbeliever -> unbelievers unbeliever +unbend -> unbending unbent unbend +unberogen -> unberogen unberogens +unbind -> unbinding unbind +unblock -> unblock unblocking unblocks +unbolt -> unbolts unbolting unbolt +unbridle -> unbridle unbridling +unbuckle -> unbuckling unbuckle unbuckles +unbundler -> unbundler unbundlers +unburden -> unburdened unburdening unburdens unburden +unbury -> unburying unburies unbury +unbutton -> unbuttoned unbuttoning unbutton unbuttons +uncanny -> uncanny uncanniest +uncap -> uncap uncapping +uncertainty -> uncertainties uncertainty +unchain -> unchaining unchain +uncial -> uncial uncials +unclasp -> unclasping unclasp +unclassifiable -> unclassifiable unclassifiables +uncleanness -> uncleanness uncleannesses +unclench -> unclenched unclenching unclench unclenches +uncle -> uncle uncles +unclip -> unclipping unclip unclips +uncoil -> uncoiling uncoil uncoils +uncompress -> uncompresses uncompress +unconformity -> unconformity unconformities +uncool -> uncool uncoolest +uncork -> uncork uncorking uncorked +uncouple -> uncouple uncoupling uncouples +uncouthness -> uncouthnesses uncouthness +uncover -> uncover uncovered uncovering uncovers +unction -> unction unctions +uncurl -> uncurled uncurl uncurling uncurls +undecidable -> undecidables undecidable +undecided -> undecided undecideds +underachiever -> underachievers underachiever +under-achiever -> under-achiever under-achievers +underachieve -> underachieve underachieving underachieves +under-achieve -> under-achieved under-achieving under-achieve +underarm -> underarm underarms +underbank -> underbank underbanks +under-belly -> under-bellies under-belly +underbid -> underbidding underbid +underbidder -> underbidder underbidders +underblanket -> underblanket underblankets +under-blanket -> under-blanket under-blankets +under-butler -> under-butler under-butlers +undercarriage -> undercarriage undercarriages +under-carriage -> under-carriage under-carriages +underclass -> underclass underclasses +under-class -> under-class under-classes +undercoat -> undercoat undercoats +under-compensate -> under-compensated under-compensating +undercount -> undercounting undercount +under-count -> under-counted under-counting under-count +undercurrent -> undercurrent undercurrents +under-current -> under-current under-currents +under-curtain -> under-curtain under-curtains +undercut -> undercut undercutting undercuts +under-determine -> under-determined under-determines under-determine +underdog -> underdog underdogs +underdrawing -> underdrawing underdrawings +under-dress -> under-dressed under-dress +underemphasise -> underemphasising underemphasise +underestimate -> underestimated underestimate underestimates underestimating +under-estimate -> under-estimated under-estimates under-estimate under-estimating +underexpose -> underexpose underexposing +underfelt -> underfelt underfelting +under-foreman -> under-foremen under-foreman +under-frame -> under-frames under-frame +underframe -> underframe underframes +under-fund -> under-funded under-fund +under-gardener -> under-gardeners under-gardener +undergarment -> undergarments undergarment +under-garment -> under-garments under-garment +undergird -> undergird undergirds undergirding +undergrad -> undergrads undergrad +undergraduate -> undergraduate undergraduates +under-graduate -> under-graduate under-graduates +undergravel -> undergravel undergravels +underground -> underground undergrounds undergrounding +undergrowth -> undergrowth undergrowths +under-housemaid -> under-housemaid under-housemaids +underlayer -> underlayers underlayer +underlessee -> underlessee underlessees +underlet -> underletting underlet +underlie -> underlay underlie +underling -> underlings underling +underline -> underlined underlining underline underlines +underly -> underlies underly +under-manager -> under-managers under-manager +undermine -> undermined undermine undermining undermines +underminer -> underminer underminers +under-mine -> under-mined under-mining +under-officer -> under-officer under-officers +under-one -> under-ones under-one +under-pay -> under-paying under-paid +underpass -> underpass underpasses +underpay -> underpaid underpay underpaying +underpayment -> underpayment underpayments +underperform -> underperforming underperform +under-perform -> under-performed under-performing under-perform +under-pin -> under-pinning under-pinned under-pins +underpin -> underpinned underpinning underpin underpins +underplant -> underplanting underplant +underplay -> underplaying underplay underplayed underplays +under-price -> under-price under-pricing +underpricing -> underpricing underpricings +underrate -> underrated underrates underrate underrating +under-record -> under-record under-recorded under-recording +under-report -> under-report under-reports +under-represent -> under-represent under-representing +under-resource -> under-resourced under-resourcing +underscore -> underscore underscored underscores underscoring +undersea -> undersea underseas +undersecretary -> undersecretary undersecretaries +under-secretary -> under-secretary under-secretaries +undersell -> undersell undersells +under-servant -> under-servants under-servant +undershoot -> undershoots undershoot undershooting +underside -> underside undersides +under-side -> under-side under-sides +undersize -> undersize undersizing +underskirt -> underskirts underskirt +under-spending -> under-spending under-spendings +underspend -> underspending underspends underspend +understand -> understands understand understood understanding +under-stand -> under-standing under-stand +understate -> understated understate understates understating +understatement -> understatement understatements +understeer -> understeer understeers +understudy -> understudies understudy understudying +undersurface -> undersurface undersurfaces +undertake -> undertake undertaken undertook undertaking undertakes +undertaker -> undertaker undertakers +undertenant -> undertenant undertenants +undertone -> undertone undertones +undertow -> undertow undertows +undertrial -> undertrials undertrial +under-use -> under-used under-using under-use +under-utilise -> under-utilising under-utilise +undervalue -> undervalued undervalue undervalues undervaluing +under-value -> under-values under-valued under-valuing under-value +undergo -> undergone underwent undergo undergoing undergoes +underwing -> underwing underwings +underwire -> underwiring underwire +underworld -> underworld underworlds +under-write -> under-written under-write +underwriter -> underwriters underwriter +underwrite -> underwrite underwrites +undesirable -> undesirable undesirables +undo -> undone undid undo undoing +undine -> undine undines +undoubt -> undoubting undoubt +undress -> undress undressed undressing undresses +undulant -> undulant undulants +undulate -> undulates undulated undulate +undulation -> undulations undulation +undulator -> undulator undulators +unearth -> unearthed unearth unearthing unearths +unemployable -> unemployable unemployables +unequal -> unequal unequals +un -> un uner +unessential -> unessentials unessential +unevenness -> unevenness unevennesses +unexpectedness -> unexpectedness unexpectednesses +unfair -> unfair unfairest +unfairness -> unfairness unfairnesses +unfasten -> unfasten unfastening unfastened unfastens +unfit -> unfit unfits +unfix -> unfixing unfix +unfold -> unfold unfolded unfolding unfolds +unfortunate -> unfortunate unfortunates +unfound -> unfounds unfound +unfreeze -> unfreezing unfreeze unfreezes +unfunny -> unfunny unfunniest +unfurl -> unfurl unfurling unfurled unfurls +ungainly -> ungainly ungainliest +ungrammaticality -> ungrammaticalities ungrammaticality +ungud -> unguds ungud +unguent -> unguents unguent +ungulate -> ungulates ungulate +unhand -> unhand unhands +unhappen -> unhappening unhappen +unhappy -> unhappy unhappier unhappiest +unhinge -> unhinged unhinge unhinges +unhitch -> unhitch unhitched unhitching +unhook -> unhooked unhooking unhook unhooks +uniate -> uniate uniates +unica -> unica unicas +unicorn -> unicorn unicorns +unicum -> unicum unicums +unicycle -> unicycle unicycling +unida -> unida unidas +unifier -> unifier unifiers +uniformitarian -> uniformitarian uniformitarians +uniformity -> uniformity uniformities +uniform -> uniform uniforms +unify -> unifying unify unifies +unilateralist -> unilateralist unilateralists +union -> unions union +unionist -> unionist unionists +unionize -> unionize unionizing +uniprocessor -> uniprocessor uniprocessors +uni-processor -> uni-processor uni-processors +unison -> unison unisons +unitarian -> unitarian unitarians +unity -> unity unities +unite -> unite uniting unites +unit-load -> unit-loads unit-load +unit -> unit units +univer -> univers univer +univeristy -> univeristy univeristies +universalise -> universalised universalise universalising universalises +universalist -> universalist universalists +universality -> universality universalities +universalize -> universalize universalizing +universal -> universal universals +universe -> universe universes +universite -> universite universites +university -> university universities +unix -> unix unixes +unkind -> unkind unkindest +unknot -> unknot unknotting unknots +unknown -> unknown unknowns +unlace -> unlace unlacing unlaced +unlash -> unlashed unlashing +unlatch -> unlatch unlatched unlatching +unlearn -> unlearn unlearning unlearns +unleash -> unleashing unleashes unleashed unleash +unlikely -> unlikely unlikeliest unlikelier +unlike -> unlike unlikes +unload -> unloaded unload unloading unloads +unloader -> unloaders unloader +unlock -> unlocked unlock unlocking unlocks +unloosen -> unloosen unloosening +unloose -> unloose unlooses unloosing +unlove -> unloving unlove +unlucky -> unlucky unluckiest unluckier +unmake -> unmake unmaking unmakes +un-make -> un-makes un-making +unman -> unman unmanning +unmask -> unmasked unmasking unmask unmasks +unmentionable -> unmentionable unmentionables +unmould -> unmould unmoulding +unnerve -> unnerving unnerved unnerves unnerve +unnest -> unnest unnested +unobservable -> unobservables unobservable +unorthodoxy -> unorthodoxies unorthodoxy +unpack -> unpack unpacked unpacking unpacks +unpeel -> unpeeling unpeel +unperson -> unperson unpersons +unpick -> unpicking unpick unpicked unpicks +unpin -> unpin unpinning +unplait -> unplait unplaiting +unpleasant -> unpleasant unpleasanter +unpleasantness -> unpleasantness unpleasantnesses +unpleasantry -> unpleasantries unpleasantry +unplug -> unplug unplugging unplugs +unpredictability -> unpredictability unpredictabilities +unquote -> unquote unquotes +unravel -> unravel unravelled unravelling unravels +unreality -> unreality unrealities +unreel -> unreeling unreels unreel +unreliable -> unreliables unreliable +unrest -> unrest unrests +unretire -> unretire unretiring +unroll -> unrolls unroll +unrol -> unrolled unrolling +unruly -> unruly unrulier +unsaddle -> unsaddle unsaddling +unsay -> unsaid unsay +unscramble -> unscrambling unscramble +unscrew -> unscrewed unscrew unscrewing unscrews +unseal -> unseal unsealed unsealing +unseat -> unseating unseat unseated unseats +unserviceability -> unserviceability unserviceabilities +unsettle -> unsettled unsettling unsettle unsettles +unsexy -> unsexy unsexiest +unsnap -> unsnapping unsnap +unsold -> unsold unsolder +unsolved -> unsolved unsolveds +unspeakable -> unspeakable unspeakables +unstall -> unstall unstalls +unstick -> unsticking unstick +unstrap -> unstrap unstraps +unsubscribe -> unsubscribe unsubscribing +untangle -> untangling untangle untangles +untense -> untense untensing +untidy -> untidy untidier untidiest +unty -> unties untied untying +untouchable -> untouchables untouchable +untrustworthy -> untrustworthy untrustworthies +untruth -> untruths untruth +untwist -> untwist untwisting +unvariable -> unvariable unvariables +unveil -> unveiled unveiling unveil unveils +unwedge -> unwedging unwedges +unwelcome -> unwelcome unwelcoming +unwind -> unwind unwinding unwinds +unwrap -> unwraps unwrapping unwrap +unyoke -> unyoke unyoking +unzip -> unzipped unzipping unzip unzips +uo -> uo uos +upa -> upas upa +up-and-coming -> up-and-coming up-and-comings +up-and-under -> up-and-unders up-and-under +upbeat -> upbeat upbeats +upbraid -> upbraiding upbraided upbraid upbraids +upbringing -> upbringing upbringings +upbuild -> upbuilds upbuilding +upcher -> upcher upchers +up-date -> up-dated up-date up-dating up-dates +update -> update updating updates updated +updraft -> updrafts updraft +updraught -> updraught updraughts +upend -> upended upend upending +up-end -> up-ended up-end up-ending up-ends +up-escalator -> up-escalator up-escalators +up-grade -> up-graded up-grade up-grading up-grades +upgrade -> upgrade upgrading upgraded upgrades +uphaul -> uphauling uphaul +upheaval -> upheaval upheavals +upholder -> upholders upholder +uphold -> uphold upholding upholds +upholsterer -> upholsterer upholsterers +upholster -> upholstered upholstering upholsters upholster +uplander -> uplanders uplander +upland -> upland uplands +uplift -> uplifted uplift uplifts uplifting +uplight -> uplights uplight +uplighter -> uplighters uplighter +up-lighter -> up-lighter up-lighters +upload -> upload uploading uploaded +up -> up upped ups upping +uppercut -> uppercut uppercuts +upperlip -> upperlipped upperlips +upper -> upper uppers +upperside -> uppersides upperside +uprate -> uprated uprate uprating +upregulate -> upregulated upregulating upregulate +upright -> upright uprights uprighted +uprising -> uprising uprisings +uproar -> uproar uproars +uproot -> uprooted uproot uprooting uproots +upset -> upset upsets upsetting upsetted +upshift -> upshifts upshift +upshot -> upshot upshots +upside -> upside upsides +upsilon -> upsilons upsilon +upsize -> upsize upsizing +upski -> upskiing upski +upslope -> upslope upslopes +upstage -> upstage upstaged upstaging upstages +upstand -> upstand upstands +upstart -> upstarts upstart +upstroke -> upstroke upstrokes +up-stroke -> up-stroke up-strokes +upsurge -> upsurge upsurges +upswing -> upswing upswinging upswings +uptake -> uptake uptakes +upthrust -> upthrusting upthrust upthrusts +uptown -> uptown uptowner +upturn -> upturn upturns upturning upturned +upvalue -> upvaluing upvalued +upwarp -> upwarps upwarp upwarped +upwelling -> upwelling upwellings +uraga -> uragas uraga +urbanity -> urbanity urbanities +urchin -> urchin urchins +uren -> urens uren +ure -> ure ures +ureter -> ureter ureters +urethane -> urethane urethanes +urethra -> urethra urethras +urge -> urging urged urges urge +urgency -> urgency urgencies +urgent -> urgent urgentest +uridian -> uridian uridians +urinal -> urinals urinal +urinate -> urinate urinating urinated urinates +urination -> urination urinations +ur -> ur uring +urn -> urns urn +urologist -> urologist urologists +urr -> urrs urr +'urt -> 'urt 'urts +uruguayan -> uruguayan uruguayans +usage -> usage usages +'usband -> 'usbands 'usband +user -> users user +use-value -> use-value use-values +usher -> ushered usher ushering ushers +usherette -> usherette usherettes +usine -> usine usines +use -> use using used uses +uskok -> uskoks uskok +usp -> usp usps +uss -> uss ussing ussed +ust -> usted ust +usurer -> usurer usurers +usurpation -> usurpation usurpations +usurp -> usurping usurped usurp usurps +usurper -> usurpers usurper +utan -> utans utan +ute -> utes ute +utensil -> utensils utensil +utilisation -> utilisation utilisations +utilise -> utilised utilise utilising utilises +utilitarian -> utilitarian utilitarians +utility -> utility utilities +utilize -> utilize utilizing utilized utilizes +utopian -> utopian utopians +utopia -> utopia utopias +utraquist -> utraquists utraquist +ut -> ut uts +utterance -> utterance utterances +utter -> uttering uttered utters utter +u-turn -> u-turn u-turns +uygur -> uygur uygurs +uzbek -> uzbek uzbeks +vacancy -> vacancies vacancy +vaca -> vaca vacas +vacate -> vacated vacate vacating vacates +vacation -> vacation vacations vacationing vacationed +vaccinate -> vaccinate vaccinated vaccinating +vaccination -> vaccination vaccinations +vaccinator -> vaccinator vaccinators +vaccine -> vaccine vaccines +vaccinium -> vaccinium vacciniums +vacillate -> vacillated vacillate vacillating vacillates +vacillation -> vacillation vacillations +vac -> vac vacs +vacuolation -> vacuolation vacuolations +vacuole -> vacuoles vacuole +vacuolisation -> vacuolisation vacuolisations +vacuum-cleaner -> vacuum-cleaner vacuum-cleaners +vacuume -> vacuuming vacuumed +vacuum -> vacuum vacuums +vade-mecum -> vade-mecum vade-mecums +vadinamian -> vadinamian vadinamians +vad -> vad vads +vagabond -> vagabond vagabonds +vagary -> vagaries vagary +vaga -> vaga vagas +vagina -> vagina vaginas +vagotomy -> vagotomy vagotomies +vagrant -> vagrants vagrant +vagu -> vaguest vaguer +vahumpura -> vahumpura vahumpuras +vail -> vail vails +vain -> vain vainest vainer +vakif -> vakifs vakif +valance -> valance valances +valda -> valda valdas +valediction -> valediction valedictions +valen -> valens valen +valence -> valence valences valenced +valency -> valency valencies +valentine -> valentine valentines +vale -> vale vales +valete -> valeted valeting +valet -> valet valets +valiant -> valiant valiants +validate -> validated validating validates validate +validation -> validation validations +validator -> validator validators +valise -> valise valises +valium -> valium valiums +valley -> valley valleys +valli -> vallis valli +vall -> vall valls +valorisation -> valorisation valorisations +valorize -> valorize valorizing valorized +valuate -> valuates valuate +valuation -> valuation valuations +value-component -> value-components value-component +value-judgement -> value-judgements value-judgement +value-judgment -> value-judgments value-judgment +value-orientation -> value-orientation value-orientations +valuepoint -> valuepoint valuepoints +value-position -> value-position value-positions +valuer -> valuer valuers +value -> value values valued valuing +value-subtractor -> value-subtractors value-subtractor +value-system -> value-system value-systems +valve -> valve valves valved +vampire -> vampire vampires +vamp -> vamp vamps vamping vamped +vandal -> vandals vandal +vandalise -> vandalised vandalise vandalising +vandalism -> vandalism vandalisms +vandalize -> vandalized vandalizing vandalize +vane -> vane vanes +vanguardist -> vanguardist vanguardists +vanguard -> vanguard vanguards +vanish -> vanished vanishes vanish vanishing +vanity -> vanity vanities +van-load -> van-loads van-load +vanload -> vanload vanloads +vanner -> vanner vanners +vanne -> vanne vannes +vanquish -> vanquished vanquish vanquishing vanquishes +vanquisher -> vanquishers vanquisher +van -> van vans +vantage -> vantage vantages +vant -> vant vanting vants +vap -> vaps vap +vaporise -> vaporised vaporises vaporise vaporising +vaporize -> vaporized vaporize vaporizes +vapor -> vapor vapors +vapour -> vapours vapour vapouring +vapourchip -> vapourchips vapourchip +vapouriser -> vapourisers vapouriser +vapourise -> vapourise vapourises +vaquero -> vaquero vaqueros +vaquita -> vaquita vaquitas +varangian -> varangians varangian +vardo -> vardos vardo +variability -> variability variabilities +variable -> variable variables +variance -> variance variances +variant -> variant variants +variation -> variations variation +variationist -> variationist variationists +variegation -> variegation variegations +vary -> varied varies vary varying +variety -> variety varieties +vario -> varios vario +variometer -> variometer variometers +varity -> varity varities +varlet -> varlets varlet +varmint -> varmints varmint +varna -> varna varnas +varnish -> varnish varnished varnishes varnishing +var -> var vars +varsity -> varsity varsities +varzea -> varzeas varzea +va -> va vas +vasectomy -> vasectomy vasectomies +vasectomize -> vasectomized vasectomize +vaseline -> vaseline vaselines +vase-painter -> vase-painters vase-painter +vase-painting -> vase-painting vase-paintings +vase-picture -> vase-picture vase-pictures +vase -> vase vases +vasoconstrictor -> vasoconstrictors vasoconstrictor +vasodilate -> vasodilating vasodilated +vasodilator -> vasodilator vasodilators +vassal -> vassal vassals +vast -> vast vaster vastest vasted +vastness -> vastness vastnesses +vate -> vates vate +vat -> vat vats vatted +vauclusienne -> vauclusiennes vauclusienne +vaudevillian -> vaudevillian vaudevillians +vault -> vaults vaulted vault vaulting +vaulter -> vaulter vaulters +vaunt -> vaunted vaunting vaunts vaunt +vaxcluster -> vaxclusters vaxcluster +vax -> vax vaxs vaxes +vaxstation -> vaxstation vaxstations +vay -> vays vay +vaya -> vaya vayas +v-baffle -> v-baffle v-baffles +v-bomber -> v-bombers v-bomber +vc -> vc vcs +vd -> vd vds +vdu -> vdu vdus +have -> have 've has had having 'd 's 'ave haves haveing haved +veal -> veal veals +vectore -> vectoring vectored +vectorise -> vectorises vectorised +vector -> vector vectors +ved -> vedding ved +vee -> vee veeing vees +veer -> veer veers veered veering +vegan -> vegan vegans +vegetable -> vegetables vegetable +vegetarian -> vegetarian vegetarians +vegetate -> vegetate vegetated vegetating vegetates +veg -> veg vegs +ve-hickle -> ve-hickles ve-hickle +vehicle -> vehicles vehicle +veil -> veiling veil veiled veils +vein -> vein veins veining veined +veinstone -> veinstone veinstones +veiny -> veinier veiny +velar -> velar velars +veld -> veld velds +velikovskian -> velikovskians velikovskian +vell -> vell vells +velocipede -> velocipedes velocipede +velocity -> velocity velocities +velour -> velour velours +velveteen -> velveteen velveteens +velvet -> velvet velvets +vendetta -> vendetta vendettas +vendor -> vendors vendor +vend -> vending vends +veneer -> veneer veneers veneering veneered +venera -> venera veneras +venerate -> venerated venerates venerate venerating +venereologist -> venereologist venereologists +venetian -> venetian venetians +venet -> venet venets +venezuelan -> venezuelan venezuelans +vennel -> vennels vennel +venom -> venom venoms +ventilate -> ventilate ventilated ventilating ventilates +ventilation -> ventilation ventilations +ventilator -> ventilator ventilators +vent -> vents venting vent vented +ventricle -> ventricle ventricles +ventriloquist -> ventriloquist ventriloquists +venturer -> venturers venturer +venture -> venture venturing ventures ventured +venue -> venue venues +venule -> venules venule +venusian -> venusian venusians +verandah -> verandah verandahs +veranda -> veranda verandas +vera -> vera veras +veratrum -> veratrums veratrum +verb -> verbs verb +verbalisation -> verbalisations verbalisation +verbalise -> verbalised verbalise verbalising verbalises +verbalize -> verbalize verbalizing +verbal -> verbal verbals verballed +verbascum -> verbascum verbascums +verbena -> verbena verbenas +verb-form -> verb-forms verb-form +verderer -> verderers verderer +verdict -> verdict verdicts +verge -> verges verge verging verged +verger -> verger vergers +very -> very veriest +verification -> verification verifications +verify -> verify verified verifying verifies +verifier -> verifiers verifier +verity -> verity verities +vermiculate -> vermiculate vermiculated +vermorel -> vermorels vermorel +vermouth -> vermouth vermouths +vernacular -> vernacular vernaculars +verne -> verne vernes +vern -> vern verns +veronica -> veronica veronicas +verre -> verre verres +verruca -> verruca verrucas +ver -> ver vers +verse -> verses verse versed versing +verse-line -> verse-line verse-lines +verse-speaker -> verse-speakers verse-speaker +versification -> versification versifications +versifier -> versifiers versifier +versify -> versified versifying versify +versine -> versine versines +version -> version versions versioning +verso -> verso versos +verst -> versts verst +vertebra -> vertebrae vertebra +vertebrate -> vertebrate vertebrates +verte -> verte vertes +vertex -> vertices vertex vertexes +vertical -> vertical verticals +vertigo -> vertigo vertigos +vert -> vert verts +vervet -> vervet vervets +ve -> ve ves veing +vesicle -> vesicle vesicles +vesper -> vespers vesper +vessel -> vessels vessel +vestibule -> vestibule vestibules vestibuled +vestige -> vestiges vestige +vestigial -> vestigial vestigials +vestment -> vestment vestments +vestry -> vestry vestries +vestryman -> vestryman vestrymen +vest -> vest vests vested vesting +vet -> vetting vet vets vetted +vetch -> vetch vetches +veteran -> veteran veterans +veterinarian -> veterinarians veterinarian +veto -> veto vetoed vetoing +vexation -> vexation vexations +vex -> vexes vexing vex +vezirlik -> vezirliks vezirlik +vezir -> vezir vezirs +vfa -> vfa vfas +viable -> viable viables +viaduct -> viaduct viaducts +vial -> vials vial +vibe -> vibes vibe vibed vibing +vibrancer -> vibrancers vibrancer +vibrascaper -> vibrascaper vibrascapers +vibrate -> vibrate vibrated vibrating vibrates +vibration -> vibration vibrations +vibrator -> vibrator vibrators +vibrato -> vibrato vibratos +vibrio -> vibrio vibrios +viburnum -> viburnum viburnums +vicarage -> vicarage vicarages +vicar -> vicar vicars +vice-admiral -> vice-admiral vice-admirals +vice-captain -> vice-captain vice-captains +vice-chairman -> vice-chairman vice-chairmen +vice-chair -> vice-chair vice-chairs +vice-chancellor -> vice-chancellors vice-chancellor +vice-consul -> vice-consul vice-consuls +vice-gerent -> vice-gerent vice-gerents +vice-marshal -> vice-marshal vice-marshals +vice-minister -> vice-minister vice-ministers +vice-presidency -> vice-presidency vice-presidencies +vice-president -> vice-president vice-presidents +viceroyalty -> viceroyalty viceroyalties +viceroy -> viceroy viceroys +vice -> vice vices +vice-secretary -> vice-secretaries vice-secretary +vicinity -> vicinity vicinities +vicissitude -> vicissitudes vicissitude +vicomte -> vicomte vicomtes +victimise -> victimised victimise victimising +victimization -> victimization victimizations +victimize -> victimized victimize victimizing victimizes +victimology -> victimology victimologies +victim -> victim victims +victoriana -> victoriana victorianas +victorian -> victorian victorians +victoria -> victoria victorias +victory -> victory victories +victor -> victor victors +victual -> victuals victual victualled victualling +victualler -> victuallers victualler +vicuna -> vicunas vicuna +vidane -> vidanes vidane +vide -> vides vide vided +video -> videos video videoing +videocamera -> videocameras videocamera +videocassette -> videocassettes videocassette +video-cassette -> video-cassettes video-cassette +video-clip -> video-clips video-clip +videoconference -> videoconference videoconferences +videodisc -> videodiscs videodisc +videodisk -> videodisk videodisks +video-disk -> video-disk video-disks +videofilm -> videofilms videofilm +video-game -> video-games video-game +video-link -> video-links video-link +video-maker -> video-makers video-maker +videophone -> videophones videophone +video-recorder -> video-recorders video-recorder +videorecorder -> videorecorder videorecorders +video-recording -> video-recordings video-recording +video-screen -> video-screens video-screen +videotape -> videotaped videotape videotapes videotaping +video-tape -> video-tape video-tapes video-taped +vidoe -> vidoe vidoes +vidphone -> vidphone vidphones +vid -> vid vids +vie -> vie vied vying vies +vieille -> vieille vieilles +vielle -> vielle vielles +vy -> vy vier +vietnamese-american -> vietnamese-americans vietnamese-american +viewer -> viewers viewer +view-finder -> view-finders view-finder +viewfinder -> viewfinder viewfinders +viewpoint -> viewpoint viewpoints +view-point -> view-point view-points +viewport -> viewport viewports +view -> view views viewed viewing +viewscreen -> viewscreen viewscreens +viewstation -> viewstation viewstations +vigilante -> vigilantes vigilante +vigil -> vigil vigils +vigneron -> vigneron vignerons +vigne -> vigne vignes +vignette -> vignettes vignette +vignoble -> vignoble vignobles +vignotte -> vignotte vignottes +viking -> vikings viking +vila -> vila vilas +vileness -> vileness vilenesses +vile -> vile vilest viler +vilify -> vilify vilified vilifying +vill -> vills vill +village -> villages village +villager -> villagers villager +villainy -> villainy villainies +villain -> villain villains +villancico -> villancico villancicos +villa -> villa villas +villein -> villeins villein +ville -> ville villes +villiger -> villiger villigers +villon -> villons villon +vinaigrette -> vinaigrettes vinaigrette +vina -> vina vinas +vinca -> vinca vincas +vindaloo -> vindaloo vindaloos +vindicate -> vindicate vindicated vindicates vindicating +vindication -> vindication vindications +vindicator -> vindicators vindicator +vinegar -> vinegar vinegars +viner -> viner viners +vine -> vine vines +vinestock -> vinestock vinestocks +vineyard -> vineyard vineyards +vinho -> vinho vinhos +vin -> vin vins +vintage -> vintage vintages +vintner -> vintners vintner +vinyl -> vinyl vinyls +viol -> viols viol +viola -> viola violas +violate -> violated violate violating violates +violation -> violations violation +violator -> violator violators +viole -> viole violes +violet -> violet violets +violinist -> violinist violinists +violin -> violin violins +violon -> violon violons +viper -> vipers viper +vip -> vip vips +virago -> virago viragos +viren -> virens viren +virgate -> virgate virgates +virginal -> virginal virginals +virgine -> virgine virgines +virginian -> virginian virginians +virginity -> virginity virginities +virgin -> virgin virgins +vire -> vire viring +virion -> virions virion +virologist -> virologists virologist +virtuality -> virtuality virtualities +virtue -> virtue virtues +virtuoso -> virtuosos virtuoso virtuosi +virus -> virus viruses +visa -> visas visa +visage -> visage visages +viscometer -> viscometer viscometers +viscosity -> viscosity viscosities +viscounty -> viscounty viscounties +viscount -> viscount viscounts +visionary -> visionary visionaries +vision -> vision visions visioning +vision-spirit -> vision-spirit vision-spirits +visita -> visitas visita +visitant -> visitants visitant +visitation -> visitation visitations +visit -> visit visiting visited visits +visiting-list -> visiting-list visiting-lists +visitor -> visitors visitor +visor -> visor visors +vista -> vista vistas +vist -> vist visted visting +vistor -> vistors vistor +visualisation -> visualisation visualisations +visualise -> visualise visualised visualising visualises +visualization -> visualization visualizations +visualize -> visualize visualized visualizing visualizes +visual -> visual visuals +vitae -> vitae vitaes +vitalise -> vitalise vitalising +vitalist -> vitalist vitalists +vitalize -> vitalized vitalize vitalizing +vital -> vital vitals +vitamin -> vitamins vitamin +vitiate -> vitiated vitiates vitiating vitiate +viticultivate -> viticultivating viticultivated +vito -> vito vitos +vitrine -> vitrine vitrines +vitrinite -> vitrinite vitrinites +vitro-ceramic -> vitro-ceramics vitro-ceramic +vitta -> vittas vitta +vituperation -> vituperation vituperations +vivant -> vivant vivants +viva -> viva vivas +viverrid -> viverrids viverrid +vive -> vive vives +vivify -> vivify vivified vivifying +vivisectionist -> vivisectionists vivisectionist +vivisection -> vivisection vivisections +vivisector -> vivisectors vivisector +vivo -> vivos vivo +vixen -> vixen vixens +vizier -> vizier viziers +vizor -> vizors vizor +vlah -> vlahs vlah +v-neck -> v-neck v-necks +vo -> vos vo +voc -> vocs voc +vocabulary -> vocabulary vocabularies +vocalisation -> vocalisation vocalisations +vocalise -> vocalising vocalise vocalised vocalises +vocalist -> vocalist vocalists +vocalization -> vocalizations vocalization +vocalize -> vocalized vocalizing +vocal -> vocal vocals +vocation -> vocation vocations +vocative -> vocative vocatives +vodka-and-lime -> vodka-and-lime vodka-and-limes +vodka -> vodka vodkas +voe -> voe voes +vogue -> vogue vogues vogued vogueing +voicebox -> voicebox voiceboxes +voice -> voice voiced voices voicing +voice-over -> voice-over voice-overs +void -> void voids voided voiding voider +voile -> voile voiles +voinovitch -> voinovitchs voinovitch +volatile -> volatile volatiles +volatility -> volatility volatilities +vol-au-vent -> vol-au-vents vol-au-vent +volcan -> volcans volcan +volcaniclastic -> volcaniclastic volcaniclastics +volcanic -> volcanic volcanics +volcano -> volcano volcanos +vole -> voles vole +volition -> volition volitions +volk -> volk volks +volley -> volleys volley volleyed volleying +volpe -> volpe volpes +vol -> vol vols +volt -> volts volt +voltage -> voltages voltage +volte-face -> volte-face volte-faces +voltigeur -> voltigeur voltigeurs +voltmeter -> voltmeter voltmeters +volume -> volumes volume volumed +voluntary -> voluntary voluntaries +volunteer -> volunteer volunteers volunteered volunteering +volute -> volute volutes voluting +vomit -> vomited vomit vomits vomiting +vomitorium -> vomitorium vomitoriums +voodoo -> voodoo voodoos +vortex -> vortex vortices vortexing vortexes vortexed +vortice -> vortice vortices +vorticist -> vorticists vorticist +votary -> votaries votary +voter -> voters voter +vote -> voting votes voted vote +vote-winner -> vote-winner vote-winners +votive -> votive votives +voto -> votos voto +vouch -> vouched vouch vouching vouches +voucher -> voucher vouchers +vouchsafe -> vouchsafe vouchsafes vouchsafed vouchsafing +voussoir -> voussoirs voussoir +vow -> vows vowed vowing vow +vowel -> vowels vowel +vowel-sound -> vowel-sounds vowel-sound +voyager -> voyager voyagers +voyage -> voyage voyages voyaging voyaged +voyce -> voyces voyce +voyeur -> voyeur voyeurs +vpo -> vpo vpos +vroom -> vroom vrooming +v-shape -> v-shape v-shapes +v-sign -> v-sign v-signs +v-tool -> v-tool v-tools +vug -> vugs vug +vulcanologist -> vulcanologist vulcanologists +vulgarism -> vulgarism vulgarisms +vulgarity -> vulgarities vulgarity +vulgarization -> vulgarization vulgarizations +vulgarize -> vulgarized vulgarizing vulgarize +vulnerability -> vulnerability vulnerabilities +vulture -> vultures vulture +vulva -> vulva vulvas +vver -> vver vvers +wach -> wachs wach +wachter -> wachter wachters +wacky -> wacky wackiest wackier +wack -> wack wacking wacked +wad -> wads wad wadded +wadding -> wadding waddings +waddington -> waddington waddingtons +waddle -> waddle waddling waddled waddles +wader -> waders wader +wade -> waded wading wade wades wadeing +wadi -> wadi wadis +wafer -> wafer wafers +waffler -> wafflers waffler +waffle -> waffle waffling waffles waffled +wafter -> wafter wafters +waft -> wafted wafts waft wafting +wage -> wages wage waging waged +wage-book -> wage-books wage-book +wage-cost -> wage-cost wage-costs +wage-earner -> wage-earners wage-earner +wage-freeze -> wage-freeze wage-freezes +wage-labourer -> wage-labourers wage-labourer +wage-packet -> wage-packet wage-packets +wager -> wagered wager wagers wagering +wag -> wag wagged wags wagging +waggler -> waggler wagglers +waggle -> waggles waggling waggled waggle +waggoner -> waggoner waggoners +waggon -> waggon waggons waggoning waggoned +waggy -> waggiest waggy +waghorn -> waghorn waghorns +wagon -> wagons wagon +wagoner -> wagoner wagoners +wagonette -> wagonette wagonettes +wagon-lit -> wagon-lits wagon-lit +wagon-load -> wagon-loads wagon-load +wagonload -> wagonload wagonloads +wagstaff -> wagstaffs wagstaff +wagtail -> wagtail wagtails +wah -> wah wahs +waif -> waifs waif +wailer -> wailers wailer +wail -> wailed wailing wails wail +wain -> wain wained wains +wainscot -> wainscot wainscots wainscotted wainscotting +waistband -> waistband waistbands +waistbelt -> waistbelt waistbelts +waistcoat -> waistcoats waistcoat +waist-line -> waist-lines waist-line +waistline -> waistline waistlines +waist -> waist waists waisted +wait -> waiting wait waits waited +waiter -> waiter waiters +waiting-list -> waiting-list waiting-lists +waiting-room -> waiting-room waiting-rooms +waiting-woman -> waiting-woman waiting-women +waitress -> waitress waitresses waitressing waitressed +waive -> waived waive waiving waives +waiver -> waivers waiver waivered +waken -> waken wakened wakening wakens +wake -> wake wakes woke woken waking waked wakeing +waldensian -> waldensian waldensians +waldron -> waldron waldrons +wale -> waling wale waled +waley -> waley waleys +walk-about -> walk-abouts walk-about +walkabout -> walkabout walkabouts +walker -> walker walkers +walke -> walke walkes +walking-stick -> walking-stick walking-sticks +walk-in -> walk-in walk-ins +walkman -> walkman walkmans walkmen +walk-on -> walk-on walk-ons +walkout -> walkouts walkout +walk-out -> walk-out walk-outs +walkover -> walkover walkovers +walk-over -> walk-over walk-overs +walk -> walk walks walked walking +walkstation -> walkstations walkstation +walkthrough -> walkthrough walkthroughs +walkway -> walkways walkway walkwayed +wallaby -> wallabies wallaby +wallace-reader -> wallace-reader wallace-readers +wallachian -> wallachians wallachian +wallach -> wallach wallachs +wallah -> wallahs wallah +walla -> walla wallas +wall-bracket -> wall-bracket wall-brackets +wall-builder -> wall-builders wall-builder +wallchart -> wallchart wallcharts +wallcovering -> wallcoverings wallcovering +wall-covering -> wall-coverings wall-covering +wallet -> wallet wallets +wallflower -> wallflowers wallflower +wallful -> wallful wallfuls +wall-hanging -> wall-hangings wall-hanging +wally -> wally wallies +wall-light -> wall-lights wall-light +walloon -> walloon walloons +wallope -> walloped walloping +wallow -> wallowing wallow wallowed wallows +wall-painting -> wall-paintings wall-painting +wall-panel -> wall-panel wall-panels +wall-paper -> wall-papers wall-paper +wallpaper -> wallpaper wallpapers wallpapering wallpapered +wall-plaque -> wall-plaques wall-plaque +wallplate -> wallplates wallplate +wall-plate -> wall-plate wall-plates +wall-rock -> wall-rock wall-rocks +wall -> wall walls walled +wallscreen -> wallscreens wallscreen +wall-top -> wall-top wall-tops +wallwalk -> wallwalks wallwalk +wall-walk -> wall-walk wall-walks +wall-washer -> wall-washers wall-washer +walnut -> walnut walnuts +walter -> walter walters +waltze -> waltzes waltzed waltzing +waltzer -> waltzers waltzer +wan -> wanner wan wanning wans +wand -> wands wand +wanderer -> wanderer wanderers +wander -> wandered wanders wandering wander +wane -> waned wanes waning wane +wang -> wang wanging +wangle -> wangled wangle +wank -> wank wanked wanking wanks +wanker -> wankers wanker +wannabee -> wannabees wannabee +wannabe -> wannabe wannabes +want -> wanted wanting want wants wantin' +wanton -> wanton wantons wantoning +wapentake -> wapentake wapentakes +warband -> warband warbands +warbird -> warbird warbirds +warbler -> warbler warblers +warbley -> warbley warbleys +warble -> warble warbling warbled warbles +war-bonnet -> war-bonnet war-bonnets +warboss -> warboss warbosses +war-cry -> war-cry war-cries +war-crime -> war-crimes war-crime +ward -> ward warded wards warding +warden -> warden wardens wardening +wardenship -> wardenships wardenship +warder -> warders warder +wardrobe -> wardrobes wardrobe +wardroom -> wardroom wardrooms +wardship -> wardship wardships +ware -> wares ware waring +warehouseman -> warehouseman warehousemen +warehouse -> warehouse warehouses warehoused +wargame -> wargames wargame wargaming +war-game -> war-games war-game +warhead -> warhead warheads +war-horse -> war-horses war-horse +warhorse -> warhorse warhorses +wary -> wary warier +war-leader -> war-leaders war-leader +warlock -> warlock warlocks +warlord -> warlords warlord +war-lord -> war-lord war-lords +warm -> warm warming warmed warmer warms warmest +warming-pan -> warming-pan warming-pans +warmonger -> warmongers warmonger warmongering +warmth -> warmth warmths +warm-up -> warm-up warm-ups +warn -> warned warn warns warning +war-party -> war-parties war-party +warp -> warp warping warped warps +warplane -> warplanes warplane +warpship -> warpships warpship +warrant -> warrants warrant warranted warranting +warranty -> warranty warranties +warrantor -> warrantors warrantor +warrener -> warrener warreners +warren -> warren warrens +warre -> warre warres +warrior -> warriors warrior +war -> war wars warring warred +warship -> warship warships +war-song -> war-songs war-song +wart -> warts wart warted +wart-biter -> wart-biter wart-biters +warthog -> warthog warthogs +wart-hog -> wart-hog wart-hogs +warty -> warty warties +washbag -> washbags washbag +washbasin -> washbasin washbasins +wash-basin -> wash-basin wash-basins +washday -> washday washdays +wash-day -> wash-day wash-days +wash -> washes washed wash washing +washer-drier -> washer-drier washer-driers +washerman -> washerman washermen +washer -> washer washers +washer-up -> washer-up washers-up +washerwoman -> washerwomen washerwoman +washhouse -> washhouse washhouses +wash-house -> wash-house wash-houses +washy -> washy washier +washing-line -> washing-line washing-lines +washing-machine -> washing-machines washing-machine +washing-powder -> washing-powders washing-powder +washleather -> washleather washleathers +washout -> washout washouts +washroom -> washroom washrooms +washstand -> washstands washstand +wash-stand -> wash-stand wash-stands +washtub -> washtubs washtub +wassail -> wassailing wassail +wastage -> wastage wastages +waste -> waste wasted wasting wastes +wasteland -> wasteland wastelands +waste-land -> waste-land waste-lands +waste-pipe -> waste-pipe waste-pipes +waster -> waster wasters +wastoid -> wastoids wastoid +wastrel -> wastrel wastrels +watch-alarm -> watch-alarms watch-alarm +watchcase -> watchcases watchcase +watchdog -> watchdog watchdogs +watch-dog -> watch-dog watch-dogs +watcher -> watcher watchers +watchfire -> watchfire watchfires +watchfulness -> watchfulness watchfulnesses +watch -> watched watching watches watch +watch-keeper -> watch-keepers watch-keeper +watchkeeper -> watchkeeper watchkeepers +watch-maker -> watch-makers watch-maker +watchmaker -> watchmaker watchmakers +watchman -> watchman watchmen +watchstrap -> watchstraps watchstrap +watchtower -> watchtowers watchtower +watch-tower -> watch-towers watch-tower +watchword -> watchwords watchword +water-baby -> water-babies water-baby +water-bed -> water-bed water-beds +waterbird -> waterbirds waterbird +water-bottle -> water-bottles water-bottle +waterboy -> waterboys waterboy +water-butt -> water-butts water-butt +water-carrier -> water-carrier water-carriers +water-channel -> water-channels water-channel +water-chestnut -> water-chestnuts water-chestnut +water-clock -> water-clock water-clocks +water-closet -> water-closet water-closets +water-clover -> water-clovers water-clover +watercolourist -> watercolourists watercolourist +watercolour -> watercolour watercolours +water-colour -> water-colour water-colours +watercourse -> watercourses watercourse +water-course -> water-courses water-course +water-crossing -> water-crossings water-crossing +water-depth -> water-depth water-depths +waterfal -> waterfalling waterfal +waterfall -> waterfall waterfalls +water-filter -> water-filter water-filters +water-glass -> water-glass water-glasses +waterhole -> waterhole waterholes +water-hole -> water-hole water-holes +watering-hole -> watering-hole watering-holes +watering-place -> watering-place watering-places +water-jug -> water-jugs water-jug +water-level -> water-levels water-level +waterlily -> waterlilies waterlily +water-lily -> water-lilies water-lily +water-line -> water-line water-lines +waterlog -> waterlogging waterlog +watermaker -> watermaker watermakers +watermark -> watermark watermarks watermarked watermarking +water-meadow -> water-meadows water-meadow +watermelon -> watermelons watermelon +waterman -> waterman watermen +watermill -> watermills watermill +water-mill -> water-mill water-mills +water-nymph -> water-nymph water-nymphs +water-pipe -> water-pipes water-pipe +waterpipe -> waterpipe waterpipes +water-pistol -> water-pistols water-pistol +water-pot -> water-pots water-pot +waterproofer -> waterproofer waterproofers +waterproof -> waterproof waterproofs waterproofing waterproofed +waterpump -> waterpumps waterpump +water-race -> water-race water-races +water-rat -> water-rat water-rats +water -> water waters watered watering +waterscape -> waterscape waterscaping +waterseller -> watersellers waterseller +watershed -> watershed watersheds +waterside -> waterside watersides +waterski -> waterskiing waterski +watersky -> waterskier waterskied +water-skier -> water-skier water-skiers +waterskin -> waterskin waterskins +water-ski -> water-ski water-skis +waterslide -> waterslide waterslides +watersnake -> watersnake watersnakes +water-softener -> water-softener water-softeners +watersport -> watersports watersport watersporting +waterspout -> waterspouts waterspout +waterstart -> waterstarts waterstart +water-supply -> water-supply water-supplies +water-table -> water-table water-tables +water-tank -> water-tank water-tanks +water-taxi -> water-taxis water-taxi +water-tower -> water-tower water-towers +waterway -> waterway waterways +waterwheel -> waterwheels waterwheel +water-wheel -> water-wheel water-wheels +waterworld -> waterworld waterworlds +watmough -> watmough watmoughs +watney -> watney watneys +watsonian -> watsonians watsonian +wattage -> wattage wattages +watteau -> watteau watteaus +wat -> wat watter +wattle -> wattle wattling wattles wattled +watt -> watt watts +waulk -> waulking waulk +waveband -> waveband wavebands +waveform -> waveform waveforms +wave-form -> wave-form wave-forms +wavefront -> wavefront wavefronts +wavefunction -> wavefunction wavefunctions +wave-function -> wave-function wave-functions +waveguide -> waveguides waveguide +wavelength -> wavelengths wavelength +wave-length -> wave-lengths wave-length +wavelet -> wavelets wavelet +wavenumber -> wavenumber wavenumbers +wavepacket -> wavepacket wavepackets +waverer -> waverer waverers +waver -> waver wavering wavers wavered +wave -> wave waves waving waved +wavetop -> wavetop wavetops +wavy -> wavy wavier +wax -> waxes wax waxed waxing +waxbill -> waxbills waxbill +wax-chandler -> wax-chandlers wax-chandler +waxwing -> waxwing waxwings +waxwork -> waxworks waxwork +way -> ways way +waybill -> waybill waybills +wayfarer -> wayfarer wayfarers +waylay -> waylays waylaid waylay waylaying +wayleave -> wayleave wayleaves +waymark -> waymarks waymark waymarking +waymarker -> waymarkers waymarker +waypoint -> waypoints waypoint +way-point -> way-point way-points +wayside -> wayside waysides +wc -> wcs wc +w-cell -> w-cells w-cell +weaken -> weakened weaken weakens weakening +weak -> weak weaker weakest +weakling -> weaklings weakling +weakness -> weakness weaknesses +weak-ness -> weak-ness weak-nesses +weal -> weal weals wealed +wealthy -> wealthy wealthier wealthiest +wean -> weans wean weaned weaning +weaner -> weaners weaner +weapon -> weapons weapon +wear -> worn wear wearing wears wore +weare -> weares weare +wearer -> wearer wearers +weary -> weary wearied wearier weariest wearying wearies +weariness -> weariness wearinesses +wearsider -> wearsiders wearsider +wea -> wea weas +weasel -> weasel weasels weaselled +weatherboard -> weatherboards weatherboard weatherboarding +weather-board -> weather-board weather-boards +weatherby -> weatherby weatherbys +weathercock -> weathercock weathercocking weathercocks +weatherfax -> weatherfaxes weatherfax +weather-god -> weather-god weather-gods +weatherman -> weatherman weathermen +weatherproof -> weatherproof weatherproofed weatherproofs weatherproofing +weather -> weather weathers weathered weathering +weathervane -> weathervane weathervanes +weather-vane -> weather-vane weather-vanes +weather-watcher -> weather-watcher weather-watchers +weave -> weaving weave woven weaves weaved wove +weaver -> weavers weaver +web -> webs web +weberian -> weberian weberians +wed -> wed wedded weds +wedding-present -> wedding-present wedding-presents +wedding-ring -> wedding-ring wedding-rings +wedding -> wedding weddings +wedge -> wedged wedge wedges wedging +wedghog -> wedghog wedghogs +wedlock -> wedlock wedlocks +wednesday -> wednesday wednesdays +weed -> weeds weed weeding weeded +weedbed -> weedbed weedbeds +weeder -> weeder weeders +weedy -> weedy weedier weediest weedies +weedkiller -> weedkiller weedkillers +weed-killer -> weed-killer weed-killers +weekday -> weekdays weekday +week-day -> week-day week-days +weekend -> weekend weekends weekender weekending weekended +week-end -> week-end week-ends +weekly -> weekly weeklies +weeknight -> weeknight weeknights +week -> week weeks +weeny -> weeny weeniest weenies +ween -> weened weening ween +weeper -> weepers weeper +weepy -> weepy weepies +weep -> wept weeping weep weeps +wee'un -> wee'un wee'uns +weevil -> weevil weevils +weft -> weft wefts +weid -> weider weid +weighbridge -> weighbridge weighbridges +weigher -> weigher weighers +weigh-in -> weigh-in weigh-ins +weighlifter -> weighlifters weighlifter +weigh -> weighed weighs weigh weighing +weight -> weight weighted weights weighting +weighty -> weighty weightiest weightier +weightlifter -> weightlifter weightlifters +weight-lifter -> weight-lifter weight-lifters +weirde -> weirdest weirder +weirdy -> weirdy weirdies +weirdo -> weirdos weirdo +weir -> weir weirs +weiss -> weiss weisses +weke -> wekes weke +welch -> welch welched +welcome -> welcome welcomed welcomes welcoming welcomest +welder -> welder welders +weld -> weld welding welded welds +welf -> welfs welf +welfare -> welfare welfares +welfarist -> welfarist welfarists +well-dressing -> well-dressing well-dressings +well-head -> well-heads well-head +wellhead -> wellhead wellheads +wellingtonia -> wellingtonia wellingtonias +wellington -> wellington wellingtons +well-man -> well-man well-men +wellspring -> wellspring wellsprings +well-spring -> well-spring well-springs +wellwisher -> wellwishers wellwisher +well-wisher -> well-wishers well-wisher +well-wishing -> well-wishing well-wishings +welly -> wellies welly wellying wellyed wellied +welsh -> welsh welshing +welshman -> welshman welshmen +welt -> welt welted welts +welter -> welter welters weltering +welterweight -> welterweight welterweights +wench -> wench wenches wenching wenched +wend -> wend wends wending wended +wen -> wen wens wened +werewolf -> werewolves werewolf +wer -> wer wers +wesleyan -> wesleyan wesleyans +wesson -> wesson wessons +wester -> wester westering westered +westerly -> westerly westerlies westerlys +westerner -> westerners westerner +westernizer -> westernizer westernizers +western -> western westerns +westland -> westland westlands +westphalian -> westphalian westphalians +wet-dock -> wet-dock wet-docks +wet-dream -> wet-dream wet-dreams +wether -> wether wethers wethered +wetland -> wetland wetlands +wet-nurse -> wet-nurse wet-nurses +wetsuit -> wetsuits wetsuit +wet-suit -> wet-suits wet-suit +wet -> wet wetted wetting wets wetter wettest +whack -> whack whacking whacked whacks +whacko -> whacko whackos +whalby -> whalby whalbys +whaleback -> whaleback whalebacks +whalebone -> whalebone whalebones +whaler -> whalers whaler +whale -> whale whales whaling +wham -> wham whammed +whammy -> whammy whammies +whang -> whangs whang +wharfmaster -> wharfmaster wharfmasters +wharf -> wharf wharves wharfs wharfing +wha -> wha whas +what-d'you-call-'em -> what-d'you-call-'ems what-d'you-call-'em +whatever -> whatever whatevers +what-if -> what-if what-ifs +whatnot -> whatnot whatnots +what -> what whats +whatsername -> whatsername whatsernames +whatsit -> whatsit whatsits +wheal -> wheal wheals +wheatear -> wheatears wheatear +wheatfield -> wheatfield wheatfields +wheatland -> wheatlands wheatland +wheat-rick -> wheat-ricks wheat-rick +wheat -> wheat wheats +wh -> wh whed +wheedle -> wheedled wheedles wheedle wheedling +wheelarch -> wheelarches wheelarch +wheel-arch -> wheel-arch wheel-arches +wheel-barrow -> wheel-barrows wheel-barrow +wheelbarrow -> wheelbarrow wheelbarrows wheelbarrowing +wheelchair -> wheelchair wheelchairs +wheelclamp -> wheelclamping wheelclamp wheelclamped +wheel-clamp -> wheel-clamp wheel-clamping +wheel -> wheel wheeled wheels wheeling +wheeler-dealer -> wheeler-dealer wheeler-dealers +wheeler -> wheeler wheelers +wheel-lock -> wheel-lock wheel-locks +wheelset -> wheelset wheelsets +wheelwright -> wheelwright wheelwrights +wheely -> wheelies wheely +wheely-bin -> wheely-bins wheely-bin +wheeze -> wheezing wheeze wheezes wheezed +whelk -> whelks whelk +whelm -> whelms whelmed +whelp -> whelping whelp whelped whelps +wherefore -> wherefore wherefores +wherry -> wherry wherries +whet -> whetted whet whetting whets +whetstone -> whetstone whetstones +whicker -> whicker whickered whickering +whiffle -> whiffling whiffled whiffle +whiff -> whiff whiffs whiffed +whig -> whig whigs +while-loop -> while-loops while-loop +while -> while whiles whiled whiling +whim -> whims whim +whimper -> whimper whimpering whimpered whimpers +whimsicality -> whimsicality whimsicalities +whimsy -> whimsy whimsies +whinberry -> whinberries whinberry +whinbush -> whinbushes whinbush +whinchat -> whinchats whinchat +whine -> whining whine whined whines +whiner -> whiners whiner +whinge -> whingeing whinge whinged whinges +whinger -> whinger whingers +whinney -> whinney whinneying +whinny -> whinnied whinnying whinny whinnies +whin -> whin whins +whipcord -> whipcords whipcord +whiplash -> whiplashes whiplashed whiplash +whip-lash -> whip-lash whip-lashing +whipper -> whipper whippers +whipper-snapper -> whipper-snappers whipper-snapper +whippersnapper -> whippersnapper whippersnappers +whippet -> whippet whippets +whippy -> whippy whippier +whip -> whip whipping whips whipped +whip-round -> whip-round whip-rounds +whipsaw -> whipsawing whipsaw +whiptail -> whiptail whiptails +whir -> whirring whir whirred whirs +whirl -> whirling whirled whirl whirls +whirligig -> whirligigs whirligig +whirlpool -> whirlpool whirlpools whirlpooled +whirlwind -> whirlwind whirlwinds +whirr -> whirr whirrs +whisk -> whisk whisked whisking whisks +whisker -> whisker whiskers +whiskey -> whiskey whiskeys +whisky -> whisky whiskies +whisky-and-soda -> whisky-and-soda whisky-and-sodas +whisp -> whisps whisped whisp +whisper -> whispers whisper whispered whispering +whisperer -> whisperers whisperer +whistle -> whistling whistle whistles whistled +whistleblower -> whistleblowers whistleblower +whistle-blower -> whistle-blowers whistle-blower +whistler -> whistler whistlers +white-and-black -> white-and-blacks white-and-black +white-and-red -> white-and-red white-and-reds +whitebeam -> whitebeam whitebeams +whiteboard -> whiteboard whiteboards +whitecraig -> whitecraigs whitecraig +whit -> whit whited whits +white-eye -> white-eye white-eyes +whiteface -> whiteface whitefaced +whitefly -> whitefly whiteflies +whitegate -> whitegates whitegate +whitehead -> whitehead whiteheads whiteheaded +whitehorn -> whitehorn whitehorns +whiten -> whitening whiten whitened whitens +whiteout -> whiteout whiteouts +white-out -> white-out white-outs +white -> white whites whiter whitest +whitesand -> whitesand whitesands +whitesmith -> whitesmith whitesmiths +whitethroat -> whitethroats whitethroat +white-wash -> white-washing white-wash +whitewash -> whitewash whitewashed whitewashing whitewashes +whiteworm -> whiteworms whiteworm +whitey -> whiteys whitey +whity -> whity whities +whiting -> whiting whitings +whitter -> whittering whittered whitter +whittle -> whittling whittled whittle whittles +whitwham -> whitwhams whitwham +whiz-kid -> whiz-kid whiz-kids +whizz-bang -> whizz-bang whizz-bangs +whizz -> whizz whizzing whizzed +whizzkid -> whizzkid whizzkids +whizz-kid -> whizz-kid whizz-kids +whodunit -> whodunit whodunits +whodunnit -> whodunnit whodunnits +wholefood -> wholefood wholefoods +wholegrain -> wholegrain wholegrains +whole -> whole wholes +wholesaler -> wholesalers wholesaler +wholesale -> wholesale wholesaling +whole-tone -> whole-tone whole-tones +wholphin -> wholphins wholphin +whomp -> whomped whomps +whoof -> whoof whoofing +whoo -> whoo whooing +whoomph-whoomph -> whoomph-whoomph whoomph-whoomphs +whoop -> whooped whoops whooper whooping whoop +whoosh -> whoosh whooshing whooshes whooshed +whopper -> whopper whoppers +whop -> whop whops +whore -> whoring whore whores whored +whorehouse -> whorehouses whorehouse +whore-house -> whore-houses whore-house +whoreson -> whoreson whoresons +whorl -> whorls whorl whorled +whortleberry -> whortleberries whortleberry +who -> who whos +whosit -> whosit whosits +whosoever -> whomsoever whosoever +wh-question -> wh-questions wh-question +whup -> whupped whup +whydah -> whydahs whydah +why -> why whys +wibble -> wibble wibbles +wickedness -> wickedness wickednesses +wicket -> wickets wicket +wicketkeeper-batsman -> wicketkeeper-batsmen wicketkeeper-batsman +wicketkeeper -> wicketkeeper wicketkeepers +wicket-taker -> wicket-taker wicket-takers +wick -> wick wicks +widdershin -> widdershins widdershin +widdle -> widdles widdling +widdow -> widdows widdow +widdup -> widdup widdups +wide-body -> wide-body wide-bodies +wide-boy -> wide-boy wide-boys +widen -> widen widened widening widens +wide -> wide wider widest wides +widespread -> widespread widespreading +widgeon -> widgeon widgeons +widget -> widget widgets +widow-bird -> widow-birds widow-bird +widower -> widowers widower +widow -> widow widows widowed +width -> width widths +wie -> wie wied +wield -> wielded wield wields wielding +wielder -> wielders wielder +wiener -> wiener wieners +wies -> wieser wies +wife-beater -> wife-beaters wife-beater +wiggle -> wiggled wiggle wiggles wiggling +wiggler -> wiggler wigglers +wight -> wight wights +wigman -> wigman wigmen +wig-out -> wig-out wig-outs +wig -> wig wigs wigging +wigwam -> wigwam wigwams +wilberforce -> wilberforce wilberforces +wilcock -> wilcock wilcocks +wildcard -> wildcard wildcards +wild-card -> wild-card wild-cards +wildcat -> wildcat wildcats wildcatting +wilderness -> wildernesses wilderness +wilde -> wilde wildes +wildfire -> wildfire wildfires +wildflower -> wildflower wildflowers +wild-flower -> wild-flower wild-flowers +wild-man -> wild-men wild-man +wildman -> wildman wildmen +wild -> wild wilds wilder wildest wilding +wildscape -> wildscapes wildscape +wildwood -> wildwood wildwoods +wile -> wiles wile wiling wiled +wily -> wily wiliest wilier +wilk -> wilk wilking +willem -> willem willems +wille -> wille willes +willett -> willett willetts +willey -> willey willeys +william -> william williams +willian -> willian willians +willy -> willy willies willys +williwaw -> williwaws williwaw +will-o-the-wisp -> will-o-the-wisps will-o-the-wisp +will-o'-the-wisp -> will-o'-the-wisp will-o'-the-wisps +willow -> willows willow willowing +willow-herb -> willow-herb willow-herbs +willow-tree -> willow-trees willow-tree +wil -> wil wils +wilt -> wilting wilt wilted wilts +wimper -> wimpering wimper +wimple -> wimpled wimple wimples +wimp -> wimp wimps wimping +win -> won win winning wins +winchelsey -> winchelsey winchelseys +winch -> winch winching winches winched +wince -> winced wincing wince winces +windbreak -> windbreaks windbreak +wind-break -> wind-breaks wind-break +windcheater -> windcheater windcheaters windcheatered +winder -> winders winder +windfall -> windfalls windfall +windfarm -> windfarms windfarm windfarming +windy -> windy windies windier windiest +winding-sheet -> winding-sheets winding-sheet +windlass -> windlass windlassed windlasses +windmill -> windmills windmill +windmil -> windmilling windmilled +windo -> windos windo +windowbox -> windowboxes windowbox +window-box -> window-box window-boxes +window-catch -> window-catch window-catches +window-cleaner -> window-cleaner window-cleaners +window-dresser -> window-dresser window-dressers +windowe -> windowes windowe +windowframe -> windowframes windowframe +window-frame -> window-frame window-frames +window-ledge -> window-ledges window-ledge +windowpane -> windowpanes windowpane +window-pane -> window-panes window-pane +window -> window windows windowing +window-seat -> window-seat window-seats +windowsill -> windowsill windowsills +window-sill -> window-sill window-sills +window-space -> window-space window-spaces +windpipe -> windpipe windpipes +windproof -> windproof windproofs windproofing +windpump -> windpumps windpump +windrow -> windrow windrows +wind -> wind winds winding wound winded +windscreen -> windscreen windscreens +windscreen-wiper -> windscreen-wiper windscreen-wipers +windshield -> windshield windshields +wind-shield -> wind-shield wind-shields +windshift -> windshifts windshift +windsock -> windsock windsocks +windspeed -> windspeed windspeeds +wind-sucker -> wind-sucker wind-suckers +windsurfer -> windsurfers windsurfer +wind-surf -> wind-surf wind-surfs +wind-tunnel -> wind-tunnel wind-tunnels +wind-up -> wind-up wind-ups +windward -> windward windwards +winebar -> winebars winebar +wine-bar -> wine-bars wine-bar +wine-bottle -> wine-bottle wine-bottles +wine-glass -> wine-glasses wine-glass +wineglass -> wineglass wineglasses +winegrower -> winegrowers winegrower +wine-jar -> wine-jars wine-jar +wine-maker -> wine-makers wine-maker +winemaker -> winemaker winemakers +wine-merchant -> wine-merchant wine-merchants +winer -> winer winers +winery -> wineries winery +wine -> wine wines wined wining +wine-shipper -> wine-shippers wine-shipper +wine-shop -> wine-shops wine-shop +wineskin -> wineskins wineskin +wine-tasting -> wine-tasting wine-tastings +wing-bar -> wing-bars wing-bar +wing-base -> wing-base wing-bases +wingbeat -> wingbeat wingbeats +wing-beat -> wing-beat wing-beats +wing-bone -> wing-bone wing-bones +wing-bud -> wing-buds wing-bud +wing-collar -> wing-collars wing-collar +wing-commander -> wing-commander wing-commanders +winger -> winger wingers +wing-forward -> wing-forward wing-forwards +winglet -> winglets wingletted winglet +wingman -> wingmen wingman +wing-mirror -> wing-mirror wing-mirrors +wing-movement -> wing-movements wing-movement +wingnut -> wingnuts wingnut +wing-pad -> wing-pads wing-pad +wing-patch -> wing-patches wing-patch +wing-root -> wing-root wing-roots +wing-rudiment -> wing-rudiment wing-rudiments +wing -> wing wings winging +wingspan -> wingspans wingspan +wing-span -> wing-span wing-spans +wing-tip -> wing-tips wing-tip +wingtip -> wingtip wingtips +wingwalker -> wingwalker wingwalkers +wing-walker -> wing-walker wing-walkers +wink -> winks wink winked winking +winkle -> winkles winkled winkle winkling +winklepicker -> winklepickers winklepicker +winkle-picker -> winkle-picker winkle-pickers +winner -> winner winners +winnow -> winnowing winnowed winnows winnow +wino -> wino winos +winserver -> winservers winserver +winter -> winter winters wintering wintered +wipeout -> wipeout wipeouts +wipe-out -> wipe-out wipe-outs +wiper -> wipers wiper +wipe -> wiped wiping wipe wipes +wire-cutter -> wire-cutters wire-cutter +wireless -> wireless wirelessed wirelesses +wire -> wire wires wired wiring +wiretap -> wiretaps wiretap +wire-tap -> wire-taps wire-tap +wirework -> wirework wireworks +wireworm -> wireworm wireworms +wiry -> wiry wiriest wirier +wirl -> wirl wirling +wir -> wir wirs +wirth -> wirth wirths +wisdom -> wisdom wisdoms +wiseacre -> wiseacres wiseacre +wisecrack -> wisecracking wisecrack wisecracks wisecracked +wise -> wise wisest wiser wised wising +wishbone -> wishbone wishbones +wish -> wish wished wishes wishing +wisher -> wisher wishers +wish-fulfilment -> wish-fulfilment wish-fulfilments +wish-impulse -> wish-impulse wish-impulses +wish-list -> wish-list wish-lists +wisp -> wisped wisp wisps wisping +wispa -> wispas wispa +wispy -> wispy wispiest +witchcraft -> witchcraft witchcrafts +witchdoctor -> witchdoctor witchdoctors +witch-doctor -> witch-doctor witch-doctors +witch -> witch witches witching witched +witchfinder -> witchfinder witchfinders +witch-hunter -> witch-hunters witch-hunter +witch-hunt -> witch-hunt witch-hunts +withdraw -> withdrawn withdraw withdrew withdrawing withdraws +with-draw -> with-drawing with-draw with-drawn +withdrawal -> withdrawal withdrawals +wither -> wither withered withering withers +withhold -> withheld withhold withholding withholds +withy -> withy withies +within-subject -> within-subject within-subjects +withold -> witholds withold witholding +without -> without withouts +with-profit -> with-profits with-profit +withstand -> withstand withstands withstanding withstood +witness -> witness witnessed witnesses witnessing witnesseth +wit -> wit wits witted witting +witter -> wittering witter wittered +witticism -> witticisms witticism +witty -> witty wittiest wittier +wittle -> wittle wittles wittled +witton -> witton wittons +wife -> wife wives wifes +wizard -> wizard wizards +wiz -> wiz wizzing wizzed +wkt -> wkt wkts +wob -> wobs wob +wobble -> wobbled wobble wobbles wobbling +wobbler -> wobblers wobbler +wobbly -> wobblies wobbly +wodge -> wodge wodges +wodwo -> wodwos wodwo +woe -> woe woes +woffle -> woffle woffling +wog -> wog wogs +wok -> wokking wok woks +wol -> wols wol +wold -> wolds wold +wolfhound -> wolfhound wolfhounds +wolfking -> wolfking wolfkings +wolfprince -> wolfprince wolfprinces +wolfskin -> wolfskin wolfskins +wolf-whistle -> wolf-whistle wolf-whistles +wolverine -> wolverines wolverine +wolf -> wolf wolves wolfing wolfed wolfs +woman -> women woman womans womens +wo-man -> wo-men wo-man +womanise -> womanising womanised +womaniser -> womaniser womanisers +womanist -> womanist womanists +wombat -> wombat wombats +womble -> wombles womble wombling +womb -> womb wombs wombed +wonderer -> wonderers wonderer wonderered +wonderland -> wonderland wonderlands +wonderment -> wonderment wonderments +wonder-rabbi -> wonder-rabbi wonder-rabbis +wonder -> wonder wonders wondered wondering +wonder-worker -> wonder-workers wonder-worker +wonton -> wontons wonton +woo -> woos woo wooing wooed +wood-anemone -> wood-anemone wood-anemones +woodbank -> woodbanks woodbank +woodbine -> woodbine woodbines +woodcarver -> woodcarver woodcarvers +woodcarving -> woodcarving woodcarvings +wood-carving -> wood-carving wood-carvings +wood-chip -> wood-chips wood-chip +woodchip -> woodchip woodchips +woodchopper -> woodchoppers woodchopper +woodchuck -> woodchuck woodchucks +woodcraft -> woodcraft woodcrafts +woodcut -> woodcuts woodcut woodcutting +wood-cutter -> wood-cutters wood-cutter +woodcutter -> woodcutter woodcutters +wood-engraving -> wood-engraving wood-engravings +woodentop -> woodentop woodentops +woodland -> woodland woodlands +woodlark -> woodlarks woodlark +wood-louse -> wood-lice wood-louse +woodman -> woodman woodmen +woodmill -> woodmill woodmills +wood-pasture -> wood-pasture wood-pastures +woodpecker -> woodpeckers woodpecker +wood-pigeon -> wood-pigeon wood-pigeons +woodpile -> woodpile woodpiles +wood -> wood woods +wood-screw -> wood-screws wood-screw +woodscrew -> woodscrew woodscrews +woodsman -> woodsmen woodsman +wood-spirit -> wood-spirits wood-spirit +woodstain -> woodstain woodstains +woodstork -> woodstork woodstorks +woodwind -> woodwind woodwinds +woodworker -> woodworker woodworkers +woodwork -> woodwork woodworks +woodworm -> woodworms woodworm +woody -> woody woodyer +woofer -> woofer woofers +woof -> woof woofs +wook -> wook wooks +wool-broker -> wool-brokers wool-broker +woolcomber -> woolcombers woolcomber +woollen -> woollen woollens +woolley -> woolley woolleys +woolly -> woolly woollies woollier +woolman -> woolmans woolman woolmen +woolpack -> woolpacks woolpack +wool -> wool wools wooled +wooly -> woolier wooly +wooster -> wooster woosters +wop -> wops wop +word-board -> word-board word-boards +word-book -> word-book word-books +word-boundary -> word-boundaries word-boundary +word-class -> word-classes word-class +word -> words worded word wording +worde -> worde wordes +word-form -> word-form word-forms +word-game -> word-games word-game +wordgame -> wordgame wordgames +wordy -> wordy wordier +word-length -> word-length word-lengths +wordlist -> wordlists wordlist +word-list -> word-list word-lists +word-maker -> word-maker word-makers +word-meaning -> word-meaning word-meanings +word-pair -> word-pair word-pairs +word-path -> word-paths word-path +word-picture -> word-picture word-pictures +wordprocess -> wordprocessing wordprocess +wordprocessor -> wordprocessors wordprocessor +word-processor -> word-processor word-processors +wordsmith -> wordsmith wordsmiths +word-string -> word-string word-strings +workaholic -> workaholic workaholics +work-around -> work-arounds work-around +workbench -> workbench workbenches +work-bench -> work-bench work-benches +workboat -> workboats workboat +work-book -> work-books work-book +workbook -> workbook workbooks +workcard -> workcards workcard +work-card -> work-card work-cards +workchart -> workcharts workchart +workday -> workday workdays +worker -> workers worker +worker-priest -> worker-priest worker-priests +worke -> worke workes +work-experience -> work-experience work-experiences +workforce -> workforce workforces +work-force -> work-force work-forces +work-group -> work-groups work-group +workgroup -> workgroup workgroups workgrouping +work-horse -> work-horses work-horse +workhorse -> workhorse workhorses +work-house -> work-houses work-house +workhouse -> workhouse workhouses +work-in -> work-ins work-in +work -> work working worked works wrought +'work -> 'works 'working +working-class -> working-class working-classes +working-group -> working-groups working-group +working-man -> working-men working-man +workload -> workload workloads +work-load -> work-load work-loads +work-mate -> work-mates work-mate +workmate -> workmate workmates +workman -> workman workmen +workout -> workouts workout +work-out -> work-out work-outs +workover -> workovers workover +workpack -> workpack workpacks +workpiece -> workpieces workpiece +workplace -> workplace workplaces +work-place -> work-place work-places +workplan -> workplans workplan +workrate -> workrate workrates +workroom -> workroom workrooms +worksheet -> worksheets worksheet +work-sheet -> work-sheets work-sheet +workshop -> workshops workshop +worksite -> worksites worksite +work-situation -> work-situations work-situation +worksong -> worksongs worksong +workspace -> workspace workspaces +work-space -> work-space work-spaces +workstation -> workstation workstations +work-station -> work-station work-stations +workstyle -> workstyles workstyle +worksurface -> worksurfaces worksurface +worktable -> worktables worktable +worktop -> worktops worktop +work-top -> work-top work-tops +workwoman -> workwomen workwoman +world-beater -> world-beater world-beaters +worlder -> worlder worlders +worldly -> worldly worldlier +world-picture -> world-picture world-pictures +world -> world worlds worlded +world-system -> world-system world-systems +worldview -> worldview worldviews +world-view -> world-view world-views +worm-cake -> worm-cakes worm-cake +worm -> worm wormed worms worming +wormer -> wormers wormer +worm-hole -> worm-holes worm-hole +wormhole -> wormhole wormholes +worm-lion -> worm-lions worm-lion +wor -> wor worred +worrier -> worrier worriers +worry -> worry worries worrying worried +badly -> badly worse +worsen -> worsen worsens worsened worsening +worship -> worship worshipped worshipping worships +worshipper -> worshippers worshipper +bad -> bad worst worse baddest badder bads +worthy -> worthy worthies worthier worthiest +worth -> worth worths +wort -> wort worts +wotcher -> wotcher wotchered +wot -> wot wots +wounder -> wounders wounder +wow -> wow wowing wowed wows +w-particle -> w-particle w-particles +wrack -> wracked wrack wracking wracks +wraith -> wraith wraiths +wrangler -> wrangler wranglers +wrangle -> wrangle wrangling wrangles wrangled +wrap -> wrap wrapped wrapping wraps +wrapper -> wrappers wrapper +wra -> wra wras +wrass -> wrasses wrass +wrath -> wrath wraths +wreak -> wreaked wreak wreaking wreaks +wreath -> wreaths wreath +wreathe -> wreathed wreathes wreathe +wreath-laying -> wreath-layings wreath-laying +wreck -> wrecked wreck wrecking wrecks +wrecker -> wrecker wreckers +wrench -> wrench wrenched wrenching wrenches +wren -> wren wrens +wrest -> wrested wrest wresting wrests +wrestle -> wrestling wrestled wrestle wrestles +wrestler -> wrestlers wrestler +wretch -> wretches wretch +wry -> wry wriest +wriggle -> wriggling wriggle wriggles wriggled +wriggler -> wrigglers wriggler +wright -> wright wrighting wrights +wringer -> wringer wringers +wring -> wrung wringing wring wrings +wrinkle -> wrinkles wrinkled wrinkling wrinkle +wrinkly -> wrinkly wrinklies +wristband -> wristbands wristband +wristlet -> wristlets wristlet +wrist-rest -> wrist-rests wrist-rest +wrist -> wrist wrists +wrist-spinner -> wrist-spinners wrist-spinner +wristwatch -> wristwatch wristwatches +wrist-watch -> wrist-watch wrist-watches +write-a-thon -> write-a-thons write-a-thon +writedown -> writedowns writedown +write-down -> write-downs write-down +write-off -> write-offs write-off +writer -> writer writers +writership -> writerships writership +write-up -> write-up write-ups +writhe -> writhes writhe writhed +writing-master -> writing-master writing-masters +writ -> writ writs writed +write -> write written wrote writing writes writest +wrong-doer -> wrong-doers wrong-doer +wrongdoer -> wrongdoer wrongdoers +wrongdoing -> wrongdoing wrongdoings +wrong-doing -> wrong-doing wrong-doings +wrongfoot -> wrongfooted wrongfoot +wrong -> wrong wrongs wronging wrongest +w -> w ws +wu -> wu wuer +wuff -> wuffs wuff wuffing +wycliffite -> wycliffite wycliffites +wyfe -> wyfes wyfe +wyle -> wyle wyles +wynd -> wynd wynds +wyvern -> wyvern wyverns +xanthine -> xanthine xanthines +x-cell -> x-cell x-cells +x-component -> x-component x-components +xenobiotic -> xenobiotic xenobiotics +xenograft -> xenografts xenograft +xenolith -> xenoliths xenolith +xenonym -> xenonyms xenonym +xenophobic -> xenophobic xenophobics +xenophon -> xenophon xenophons +xer -> xers xer +xerophyte -> xerophytes xerophyte +xerox -> xerox xeroxes xeroxed +xhosa -> xhosa xhosas +xi -> xi xis +xix -> xix xixs +x-neuron -> x-neurons x-neuron +xperiment -> xperiments xperiment +x-ray -> x-ray x-rays +x-station -> x-stations x-station +x-term -> x-terms x-term +x-terminal -> x-terminal x-terminals +xv-a-side -> xv-a-side xv-a-sides +xylogic -> xylogics xylogic +xylophone -> xylophone xylophones +yacht -> yacht yachts +yachtsman -> yachtsman yachtsmen +yac -> yac yacs +yahoo -> yahoo yahoos +yak -> yak yaks yakking +yakut -> yakuts yakut +yam -> yams yam +yammer -> yammering yammers yammer +yang -> yang yangs +yankee -> yankee yankees +yank -> yank yanks yanked yanking +yantra -> yantra yantras +yap -> yapping yap yapped yaps +yardage -> yardage yardages +yardarm -> yardarm yardarms +yard-arm -> yard-arm yard-arms +yardland -> yardland yardlands +yardman -> yardmen yardman +yard -> yard yards yarded +yardstick -> yardstick yardsticks +yarmulke -> yarmulke yarmulkes +yarn -> yarn yarns yarning +yarrow -> yarrow yarrows +yatter -> yatter yattered +yaw -> yaws yaw yawing yawed +yawl -> yawl yawls +yawn -> yawned yawning yawns yawn +y-cell -> y-cells y-cell +yc -> yc ycs +y-direction -> y-directions y-direction +yd -> yd yds +'ye -> 'yes 'ye +year -> years year +yearbook -> yearbook yearbooks +year-book -> year-book year-books +yeard -> yeards yeard +year-end -> year-end year-ends +yeare -> yeare yeares +yearling -> yearlings yearling +yearner -> yearner yearners +yearn -> yearned yearning yearn yearns +year-old -> year-old year-olds +yea -> yea yeas +yeast -> yeasts yeast +yeatsian -> yeatsian yeatsians +y -> y yed +yeee -> yeee yeees +yee -> yee yees +yeild -> yeild yeilding yeilded yeilds +yeld -> yelds yeld yelding +yell -> yelled yelling yells yell +yellow-green -> yellow-green yellow-greens +yellowhammer -> yellowhammer yellowhammers +yellow-hammer -> yellow-hammer yellow-hammers +yellow -> yellow yellows yellowed yellower yellowing +yelp -> yelp yelping yelps yelped +yemeni -> yemenis yemeni +yen -> yen yens +yeoman -> yeoman yeomen +yere -> yere yeres +yes-man -> yes-men yes-man +yess -> yesses yess +yesterday -> yesterday yesterdays +yet-to-be -> yet-to-bes yet-to-be +yeuk -> yeuk yeuking +yew -> yew yews +yf -> yf yfs +yid -> yid yids +yield -> yields yielded yield yielding +yielder -> yielder yielders +yin -> yins yin +yip -> yips yip yipping yipped +y-neuron -> y-neurons y-neuron +yob -> yobs yob +yobbo -> yobbos yobbo +yobot -> yobot yobots +yodeller -> yodeller yodellers +yodel -> yodel yodelling yodelled yodels +yoghourt -> yoghourt yoghourts +yoghurt-maker -> yoghurt-makers yoghurt-maker +yoghurt -> yoghurt yoghurts +yogi -> yogi yogis +yogurt -> yogurt yogurts +yokel -> yokel yokels +yoke -> yoke yokes yoked yoking +yolk -> yolks yolk yolked +yolky -> yolky yolkys +yomper -> yomper yompers +yomp -> yomp yomping +yonge -> yonge yonges +yop -> yop yops +york -> york yorked yorks +yorker -> yorker yorkers +yorkist -> yorkists yorkist +yorkshireman -> yorkshireman yorkshiremen +yorlander -> yorlanders yorlander +yoruba -> yoruba yorubas +yosser -> yosser yossers +young -> young younger youngest youngs +youngster -> youngsters youngster +you -> you your ye y' yer ya +youth -> youth youths +yow -> yow yowing +yowl -> yowling yowl yowled yowls +yoyo -> yoyo yoyos +yo-yo -> yo-yo yo-yos +y-ray -> y-ray y-rays +yrd -> yrds yrd +yr -> yr yrs +yt -> yts yt +yuan -> yuan yuans +yucca -> yuccas yucca +yuga -> yuga yugas +yugo -> yugo yugos +yugoslavian -> yugoslavians yugoslavian +yugoslav -> yugoslav yugoslavs +yuill -> yuill yuills +yukagir -> yukagirs yukagir +yuppiewhite -> yuppiewhites yuppiewhite +yuppy -> yuppies yuppy +yup -> yup yups +yurt -> yurts yurt +yzr -> yzr yzrs +zacaria -> zacaria zacarias +zadokite -> zadokite zadokites +zadruga -> zadruga zadrugas +zag -> zags zag zagging zagged +zale -> zales zale +zambian -> zambian zambians +zamzam -> zamzam zamzams +zander -> zander zandering +zany -> zany zanier zaniest +zanskari -> zanskari zanskaris +zap -> zap zapping zaps zapped +zar -> zar zars +zarzuela -> zarzuelas zarzuela +z-disk -> z-disk z-disks +zealander -> zealanders zealander +zealot -> zealots zealot +zebra -> zebras zebra +zeke -> zeke zekes +zek -> zek zeks +zemstvo -> zemstvo zemstvos +zenana -> zenana zenanas +zener -> zener zeners +zen -> zen zens +zeolite -> zeolite zeolites +zephyr -> zephyr zephyrs +zeppelin -> zeppelin zeppelins +zero-crossing -> zero-crossing zero-crossings +zeroe -> zeroed zeroes +zero -> zero zeroing zeros +zero-rate -> zero-rates zero-rate +zeugite -> zeugite zeugites +ziggurat -> ziggurats ziggurat +zig -> zig zigs zigged +zigzag -> zigzags zigzagging zigzag zigzagged +zig-zag -> zig-zag zig-zags +zillion -> zillion zillions +zimbabwean -> zimbabwean zimbabweans +zimmer -> zimmer zimmered +zinc -> zinc zincs +zinc-silicoborate -> zinc-silicoborate zinc-silicoborates +ze -> ze zing zed +zinnia -> zinnias zinnia +zionist -> zionists zionist +zip -> zipped zip zipping zips +zipper -> zipper zippers zippered +zippy -> zippy zippier +zircon -> zircon zircons +zit -> zits zit +zloty -> zlotys zloties zloty +z-neuron -> z-neurons z-neuron +z-note -> z-note z-notes +zoanthid -> zoanthids zoanthid +zodiac -> zodiac zodiacs +zoetrope -> zoetropes zoetrope +zombify -> zombifying zombified zombify +zonal -> zonal zonals +zone -> zone zones +zonk -> zonked zonk +zoo -> zoos zoo +zooid -> zooid zooids +zoo-keeper -> zoo-keeper zoo-keepers +zoologist -> zoologist zoologists +zoom -> zooming zoom zooms zoomed +zoomer -> zoomer zoomers +zoroastrian -> zoroastrians zoroastrian +zoser -> zoser zosers +z-score -> z-score z-scores +z-station -> z-station z-stations +zuid -> zuider zuid +zulu -> zulu zulus +zur -> zur zurs +zygote -> zygote zygotes +zymogen -> zymogen zymogens +zzzz -> zzzzzing zzzz \ No newline at end of file diff --git a/examples/demos/streamlit/Text Preprocessing/images/jsl_logo_icon.png b/examples/demos/streamlit/Text Preprocessing/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Text Preprocessing/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Text Preprocessing/images/logo.png b/examples/demos/streamlit/Text Preprocessing/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Text Preprocessing/images/logo.png differ diff --git a/examples/demos/streamlit/Text Preprocessing/requirements.txt b/examples/demos/streamlit/Text Preprocessing/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Text Preprocessing/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Text Preprocessing/streamlit_app.py b/examples/demos/streamlit/Text Preprocessing/streamlit_app.py new file mode 100644 index 00000000000000..6197cdff05e102 --- /dev/null +++ b/examples/demos/streamlit/Text Preprocessing/streamlit_app.py @@ -0,0 +1,174 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp_display import NerVisualizer +import pyspark.sql.functions as F +from pyspark.ml import Pipeline +from pyspark.sql import SparkSession +from sparknlp.annotator import * +from sparknlp.base import * +from sparknlp.pretrained import PretrainedPipeline +from pyspark.sql.types import StringType, IntegerType + +spark = sparknlp.start() + +def create_pipeline(model, language): + + documentAssembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + sentenceDetector = SentenceDetector()\ + .setInputCols(['document'])\ + .setOutputCol('sentences') + + tokenizer = Tokenizer() \ + .setInputCols(["document"]) \ + .setOutputCol("token") + + normalizer = Normalizer() \ + .setInputCols(["token"]) \ + .setOutputCol("normalized")\ + .setLowercase(True)\ + .setCleanupPatterns(["[^\w\d\s]"]) + + stopwords_cleaner = StopWordsCleaner()\ + .setInputCols("token")\ + .setOutputCol("removed_stopwords")\ + .setCaseSensitive(False)\ + + stemmer = Stemmer() \ + .setInputCols(["token"]) \ + .setOutputCol("stem") + + + lemmatizer = Lemmatizer() \ + .setInputCols(["token"]) \ + .setOutputCol("lemma") \ + .setDictionary("./AntBNC_lemmas_ver_001.txt", value_delimiter ="\t", key_delimiter = "->") + + nlpPipeline = Pipeline(stages=[documentAssembler, + sentenceDetector, + tokenizer, + normalizer, + stopwords_cleaner, + stemmer, + lemmatizer]) + + return nlpPipeline + +def fit_data(pipeline, data): + + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + result = model.fullAnnotate(data) + + return result + + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Typo Detector", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Typo Detector") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_name = ["SentenceDetector|Tokenizer|Stemmer|Lemmatizer|Normalizer|Stop Words Remover"] +#model = st.sidebar.selectbox("Choose the pretrained model", model_name, help="For more info about the models visit: https://sparknlp.org/models",) + +st.sidebar.title("Filter Annotator Outputs") +selected_models = [] +for model in model_name.split('|'): + check = st.sidebar.checkbox(model, value=True, key=model) + selected_models.append(check) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + + "The Geneva Motor Show, the first major car show of the year, opens tomorrow with U.S. Car makers hoping to make new inroads into European markets due to the cheap dollar, automobile executives said. Ford Motor Co and General Motors Corp sell cars in Europe, where about 10.5 mln new cars a year are bought. GM also makes a few thousand in North American plants for European export.", + "Demonicus is a movie turned into a video game! I just love the story and the things that goes on in the film.It is a B-film ofcourse but that doesn`t bother one bit because its made just right and the music was rad! Horror and sword fight freaks,buy this movie now!", + "Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement to perform computation. Computers that perform quantum computations are known as quantum computers. Quantum computers are believed to be able to solve certain computational problems, such as integer factorization (which underlies RSA encryption), substantially faster than classical computers. The study of quantum computing is a subfield of quantum information science. Quantum computing began in the early 1980s, when physicist Paul Benioff proposed a quantum mechanical model of the Turing machine.", + "Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edited by James Cameron. Incorporating both historical and fictionalized aspects, it is based on accounts of the sinking of the RMS Titanic, and stars Leonardo DiCaprio and Kate Winslet as members of different social classes who fall in love aboard the ship during its ill-fated maiden voyage.", + "William Henry Gates III (born October 28, 1955) is an American business magnate, software developer, investor, and philanthropist. He is best known as the co-founder of Microsoft Corporation. During his career at Microsoft, Gates held the positions of chairman, chief executive officer (CEO), president and chief software architect, while also being the largest individual shareholder until May 2014. He is one of the best-known entrepreneurs and pioneers of the microcomputer revolution of the 1970s and 1980s. Born and raised in Seattle, Washington, Gates co-founded Microsoft with childhood friend Paul Allen in 1975, in Albuquerque, New Mexico; it went on to become the world's largest personal computer software company. Gates led the company as chairman and CEO until stepping down as CEO in January 2000, but he remained chairman and became chief software architect. During the late 1990s, Gates had been criticized for his business tactics, which have been considered anti-competitive. This opinion has been upheld by numerous court rulings. In June 2006, Gates announced that he would be transitioning to a part-time role at Microsoft and full-time work at the Bill & Melinda Gates Foundation, the private charitable foundation that he and his wife, Melinda Gates, established in 2000.[9] He gradually transferred his duties to Ray Ozzie and Craig Mundie. He stepped down as chairman of Microsoft in February 2014 and assumed a new post as technology adviser to support the newly appointed CEO Satya Nadella.", + """World War II (often abbreviated as WWII or WW2), also known as the Second World War, was a global war that lasted from 1939 to 1945. The vast majority of the world's countries—including all the great powers—eventually formed two opposing military alliances: the Allies and the Axis. A state of total war emerged, directly involving more than 100 million people from more than 30 countries. The major participants threw their entire economic, industrial, and scientific capabilities behind the war effort, blurring the distinction between civilian and military resources. World War II was the deadliest conflict in human history, marked by 70 to 85 million fatalities, most of whom were civilians in the Soviet Union and China. Tens of millions of people died during the conflict due to genocides (including the Holocaust), premeditated death from starvation, massacres, and disease. Aircraft played a major role in the conflict which included the use of terror bombing, strategic bombing and the only use of nuclear weapons in war.""", + "Disney Channel (originally called The Disney Channel from 1983 to 1997 and commonly shortened to Disney from 1997 to 2002) is an American pay television channel that serves as the flagship property of owner Disney Channels Worldwide unit of the Walt Disney Television subsidiary of The Walt Disney Company. Disney Channel's programming consists of original first-run television series, theatrically released and original made-for-TV movies and select other third-party programming. Disney Channel – which formerly operated as a premium service – originally marketed its programs towards families during the 1980s, and later at younger children by the 2000s.", + "For several hundred thousand years, the Sahara has alternated between desert and savanna grassland in a 20,000 year cycle[8] caused by the precession of the Earth's axis as it rotates around the Sun, which changes the location of the North African Monsoon. The area is next expected to become green in about 15,000 years (17,000 ACE).", + "Elon Musk is an engineer, industrial designer, technology entrepreneur and philanthropist. He is a citizen of South Africa, Canada, and the United States. He is the founder, CEO and chief engineer/designer of SpaceX; early investor, CEO and product architect of Tesla, Inc.; founder of The Boring Company; co-founder of Neuralink; and co-founder and initial co-chairman of OpenAI. He was elected a Fellow of the Royal Society (FRS) in 2018. In December 2016, he was ranked 21st on the Forbes list of The World's Most Powerful People, and was ranked joint-first on the Forbes list of the Most Innovative Leaders of 2019. A self-made billionaire, as of June 2020 his net worth was estimated at $38.8 billion and he is listed by Forbes as the 31st-richest person in the world. He is the longest tenured CEO of any automotive manufacturer globally.", + "Born and raised in the Austrian Empire, Tesla studied engineering and physics in the 1870s without receiving a degree, and gained practical experience in the early 1880s working in telephony and at Continental Edison in the new electric power industry. In 1884 he emigrated to the United States, where he became a naturalized citizen. He worked for a short time at the Edison Machine Works in New York City before he struck out on his own. With the help of partners to finance and market his ideas, Tesla set up laboratories and companies in New York to develop a range of electrical and mechanical devices. His alternating current (AC) induction motor and related polyphase AC patents, licensed by Westinghouse Electric in 1888, earned him a considerable amount of money and became the cornerstone of the polyphase system which that company eventually marketed." + +] + +st.subheader("Split and clean text") + +selected_text = st.selectbox("Select an example", examples) + +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline(model, language) +output = fit_data(Pipeline, selected_text) + +df = output.toPandas() + +### Displaying sentences +if selected_models[0] is True: + st.subheader("Detected sentences in text:") + st.dataframe(pd.DataFrame({'sentences': np.asarray(df['sentences'].values[0])[:,3]})) + +## Displaying tokens, stem, lemma +equal_columns = ['token', 'stem', 'lemma'] +sbhrds = ["Basic", 'Stemmed', 'Lemmatized'] +tdf = pd.DataFrame() +sbhdr = '' +for index, col in enumerate(equal_columns): + if selected_models[index+1] is True: + tcol_arr = np.asarray(df[col].values[0]) + tdf[col] = tcol_arr[:,3] + sbhdr += (',\t'+sbhrds[index]) +if tdf.shape[0]>=1: + st.subheader(sbhdr[1:]+"\tTokens:") + st.dataframe(tdf) + +if selected_models[4] is True: + tcol_arr = np.asarray(df['normalized'].values[0])[:,3] + st.subheader("Tokens after removing punctuations:") + st.dataframe(pd.DataFrame({'normalized':tcol_arr})) + +if selected_models[5] is True: + tcol_arr = np.asarray(df['removed_stopwords'].values[0])[:,3] + st.subheader("Tokens after removing Stop Words:") + st.dataframe(pd.DataFrame({'removed_stopwords':tcol_arr})) \ No newline at end of file diff --git a/examples/demos/streamlit/Text Summarization/images/jsl_logo_icon.png b/examples/demos/streamlit/Text Summarization/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Text Summarization/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Text Summarization/images/logo.png b/examples/demos/streamlit/Text Summarization/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Text Summarization/images/logo.png differ diff --git a/examples/demos/streamlit/Text Summarization/requirements.txt b/examples/demos/streamlit/Text Summarization/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Text Summarization/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Text Summarization/streamlit_app.py b/examples/demos/streamlit/Text Summarization/streamlit_app.py new file mode 100644 index 00000000000000..7e0117057259cb --- /dev/null +++ b/examples/demos/streamlit/Text Summarization/streamlit_app.py @@ -0,0 +1,101 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + document_assembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("documents") + + t5 = T5Transformer() \ + .pretrained(model, 'en') \ + .setTask("summarize:")\ + .setMaxOutputLength(200)\ + .setInputCols(["documents"]) \ + .setOutputCol("summaries") + + pipeline = Pipeline().setStages([document_assembler, t5]) + + return pipeline + +def fit_data(pipeline, data): + #df = spark.createDataFrame([[data]]).toDF('text') + #results = pipeline.fit(df).transform(df) + + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['summaries'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Text Summarization", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Summarize Text") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) +model = st.sidebar.selectbox("Choose the pretrained model", ['t5_base', 't5_small'], help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +options = [ + + "Mount Tai is a mountain of historical and cultural significance located north of the city of Tai'an, in Shandong province, China. The tallest peak is the Jade Emperor Peak, which is commonly reported as being 1,545 meters tall, but is officially described by the PRC government as 1,532.7 meters tall. It is associated with sunrise, birth, and renewal, and is often regarded the foremost of the five. Mount Tai has been a place of worship for at least 3,000 years and served as one of the most important ceremonial centers of China during large portions of this period.", + "The Guadeloupe amazon (Amazona violacea) is a hypothetical extinct species of parrot that is thought to have been endemic to the Lesser Antillean island region of Guadeloupe. Described by 17th- and 18th-century writers, it is thought to have been related to, or possibly the same as, the extant imperial amazon. A tibiotarsus and an ulna bone from the island of Marie-Galante may belong to the Guadeloupe amazon. According to contemporary descriptions, its head, neck and underparts were mainly violet or slate, mixed with green and black; the back was brownish green; and the wings were green, yellow and red. It had iridescent feathers, and was able to raise a \"ruff\" of feathers around its neck. It fed on fruits and nuts, and the male and female took turns sitting on the nest. French settlers ate the birds and destroyed their habitat. Rare by 1779, the species appears to have become extinct by the end of the 18th century.", + "Pierre-Simon, marquis de Laplace (23 March 1749 – 5 March 1827) was a French scholar and polymath whose work was important to the development of engineering, mathematics, statistics, physics, astronomy, and philosophy. He summarized and extended the work of his predecessors in his five-volume Mécanique Céleste (Celestial Mechanics) (1799–1825). This work translated the geometric study of classical mechanics to one based on calculus, opening up a broader range of problems. In statistics, the Bayesian interpretation of probability was developed mainly by Laplace.", + "John Snow (15 March 1813 – 16 June 1858) was an English physician and a leader in the development of anaesthesia and medical hygiene. He is considered one of the founders of modern epidemiology, in part because of his work in tracing the source of a cholera outbreak in Soho, London, in 1854, which he curtailed by removing the handle of a water pump. Snow's findings inspired the adoption of anaesthesia as well as fundamental changes in the water and waste systems of London, which led to similar changes in other cities, and a significant improvement in general public health around the world.", + "The Mona Lisa is a half-length portrait painting by Italian artist Leonardo da Vinci. Considered an archetypal masterpiece of the Italian Renaissance, it has been described as \"the best known, the most visited, the most written about, the most sung about, the most parodied work of art in the world\". The painting's novel qualities include the subject's enigmatic expression, the monumentality of the composition, the subtle modelling of forms, and the atmospheric illusionism.", + """Calculus, originally called infinitesimal calculus or "the calculus of infinitesimals", is the mathematical study of continuous change, in the same way that geometry is the study of shape and algebra is the study of generalizations of arithmetic operations. It has two major branches, differential calculus and integral calculus; the former concerns instantaneous rates of change, and the slopes of curves, while integral calculus concerns accumulation of quantities, and areas under or between curves. These two branches are related to each other by the fundamental theorem of calculus, and they make use of the fundamental notions of convergence of infinite sequences and infinite series to a well-defined limit.[1] Infinitesimal calculus was developed independently in the late 17th century by Isaac Newton and Gottfried Wilhelm Leibniz.[2][3] Today, calculus has widespread uses in science, engineering, and economics.[4] In mathematics education, calculus denotes courses of elementary mathematical analysis, which are mainly devoted to the study of functions and limits. The word calculus (plural calculi) is a Latin word, meaning originally "small pebble" (this meaning is kept in medicine – see Calculus (medicine)). Because such pebbles were used for calculation, the meaning of the word has evolved and today usually means a method of computation. It is therefore used for naming specific methods of calculation and related theories, such as propositional calculus, Ricci calculus, calculus of variations, lambda calculus, and process calculus.""", +] + +st.subheader("Summarize text to make it shorter while retaining meaning.") + +selected_text = st.selectbox("Select an example", options) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Text') +st.write(selected_text) + +st.subheader("Summary") + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_text) +st.write(output) \ No newline at end of file diff --git a/examples/demos/streamlit/Text summarization with BART/images/jsl_logo_icon.png b/examples/demos/streamlit/Text summarization with BART/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Text summarization with BART/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Text summarization with BART/images/logo.png b/examples/demos/streamlit/Text summarization with BART/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Text summarization with BART/images/logo.png differ diff --git a/examples/demos/streamlit/Text summarization with BART/requirements.txt b/examples/demos/streamlit/Text summarization with BART/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Text summarization with BART/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Text summarization with BART/streamlit_app.py b/examples/demos/streamlit/Text summarization with BART/streamlit_app.py new file mode 100644 index 00000000000000..a9e32dd0fc2e76 --- /dev/null +++ b/examples/demos/streamlit/Text summarization with BART/streamlit_app.py @@ -0,0 +1,106 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model, max_out_length): + document_assembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("documents") + + bart = BartTransformer.pretrained(model) \ + .setTask("summarize:") \ + .setMaxOutputLength(max_out_length) \ + .setInputCols(["documents"]) \ + .setOutputCol("summaries") + + pipeline = Pipeline().setStages([document_assembler, bart]) + + return pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['summaries'][0].result + + #df = spark.createDataFrame([[data]]).toDF('text') + #model = pipeline.fit(empty_df).transform(df) + #return model + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Text Summarization", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Summarize Text") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ["distilbart_xsum_12_6"] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +options = [ + + "Mount Tai is a mountain of historical and cultural significance located north of the city of Tai'an, in Shandong province, China. The tallest peak is the Jade Emperor Peak, which is commonly reported as being 1,545 meters tall, but is officially described by the PRC government as 1,532.7 meters tall. It is associated with sunrise, birth, and renewal, and is often regarded the foremost of the five. Mount Tai has been a place of worship for at least 3,000 years and served as one of the most important ceremonial centers of China during large portions of this period.", + "The Guadeloupe amazon (Amazona violacea) is a hypothetical extinct species of parrot that is thought to have been endemic to the Lesser Antillean island region of Guadeloupe. Described by 17th- and 18th-century writers, it is thought to have been related to, or possibly the same as, the extant imperial amazon. A tibiotarsus and an ulna bone from the island of Marie-Galante may belong to the Guadeloupe amazon. According to contemporary descriptions, its head, neck and underparts were mainly violet or slate, mixed with green and black; the back was brownish green; and the wings were green, yellow and red. It had iridescent feathers, and was able to raise a \"ruff\" of feathers around its neck. It fed on fruits and nuts, and the male and female took turns sitting on the nest. French settlers ate the birds and destroyed their habitat. Rare by 1779, the species appears to have become extinct by the end of the 18th century.", + "Pierre-Simon, marquis de Laplace (23 March 1749 – 5 March 1827) was a French scholar and polymath whose work was important to the development of engineering, mathematics, statistics, physics, astronomy, and philosophy. He summarized and extended the work of his predecessors in his five-volume Mécanique Céleste (Celestial Mechanics) (1799–1825). This work translated the geometric study of classical mechanics to one based on calculus, opening up a broader range of problems. In statistics, the Bayesian interpretation of probability was developed mainly by Laplace.", + "John Snow (15 March 1813 – 16 June 1858) was an English physician and a leader in the development of anaesthesia and medical hygiene. He is considered one of the founders of modern epidemiology, in part because of his work in tracing the source of a cholera outbreak in Soho, London, in 1854, which he curtailed by removing the handle of a water pump. Snow's findings inspired the adoption of anaesthesia as well as fundamental changes in the water and waste systems of London, which led to similar changes in other cities, and a significant improvement in general public health around the world.", + "The Mona Lisa is a half-length portrait painting by Italian artist Leonardo da Vinci. Considered an archetypal masterpiece of the Italian Renaissance, it has been described as \"the best known, the most visited, the most written about, the most sung about, the most parodied work of art in the world\". The painting's novel qualities include the subject's enigmatic expression, the monumentality of the composition, the subtle modelling of forms, and the atmospheric illusionism.", + """Calculus, originally called infinitesimal calculus or "the calculus of infinitesimals", is the mathematical study of continuous change, in the same way that geometry is the study of shape and algebra is the study of generalizations of arithmetic operations. It has two major branches, differential calculus and integral calculus; the former concerns instantaneous rates of change, and the slopes of curves, while integral calculus concerns accumulation of quantities, and areas under or between curves. These two branches are related to each other by the fundamental theorem of calculus, and they make use of the fundamental notions of convergence of infinite sequences and infinite series to a well-defined limit.[1] Infinitesimal calculus was developed independently in the late 17th century by Isaac Newton and Gottfried Wilhelm Leibniz.[2][3] Today, calculus has widespread uses in science, engineering, and economics.[4] In mathematics education, calculus denotes courses of elementary mathematical analysis, which are mainly devoted to the study of functions and limits. The word calculus (plural calculi) is a Latin word, meaning originally "small pebble" (this meaning is kept in medicine – see Calculus (medicine)). Because such pebbles were used for calculation, the meaning of the word has evolved and today usually means a method of computation. It is therefore used for naming specific methods of calculation and related theories, such as propositional calculus, Ricci calculus, calculus of variations, lambda calculus, and process calculus.""", +] + +st.subheader("Summarize text to make it shorter while retaining meaning.") + +selected_text = st.selectbox("Select an example", options) + +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +max_out_length = st.slider("Select summerized length", min_value=100, max_value=(len(selected_text)-100), value=200, step=10) + +st.subheader('Text') +st.write(selected_text) + +st.subheader("Summary") + +Pipeline = create_pipeline(model, max_out_length) +output = fit_data(Pipeline, selected_text) +st.write(output) \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/images/jsl_logo_icon.png b/examples/demos/streamlit/Translation Marian/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Translation Marian/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Translation Marian/images/logo.png b/examples/demos/streamlit/Translation Marian/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Translation Marian/images/logo.png differ diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example1.txt new file mode 100644 index 00000000000000..79118a5ae2b1e9 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +Além de ser o rei do norte, John Snow é um médico inglês e líder no desenvolvimento de anestesia e higiene médica. Ele é considerado o primeiro a usar dados para curar surto de cólera em 1854. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example2.txt new file mode 100644 index 00000000000000..40a0c706acbeb0 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic é um romance épico americano de 1997, um filme de desastre dirigido, escrito, co-produzido e co-editado por James Cameron. Incorporando aspectos históricos e ficcionalizados, é baseado em relatos do naufrágio do RMS Titanic. É estrelado por Leonardo DiCaprio e Kate Winslet como membros de diferentes classes sociais que se apaixonam a bordo do navio durante sua viagem inaugural malfadada. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example3.txt new file mode 100644 index 00000000000000..bbe3cf5696d456 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +William Henry Gates III (nascido em 28 de outubro de 1955) é um magnata dos negócios, desenvolvedor de software, investidor e filantropo americano. Ele é mais conhecido como o co-fundador da Microsoft Corporation. Durante sua carreira na Microsoft, Gates ocupou os cargos de presidente do conselho, diretor executivo (CEO), presidente e arquiteto-chefe de software. Ele também foi o maior acionista individual até maio de 2014. É um dos mais conhecidos empreendedores e pioneiros da revolução do microcomputador das décadas de 1970 e 1980. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example4.txt new file mode 100644 index 00000000000000..a0203a9453a094 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +A Mona Lisa é uma pintura a óleo do século 16 criada por Leonardo. É realizado no Louvre, em Paris. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example5.txt new file mode 100644 index 00000000000000..e7279b088170e6 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +O Facebook é um serviço de rede social lançado como TheFacebook em 4 de fevereiro de 2004. Foi fundado por Mark Zuckerberg com seus colegas de faculdade e colegas da Universidade de Harvard Eduardo Saverin, Andrew McCollum, Dustin Moskovitz e Chris Hughes. A associação do site foi inicialmente limitada pelos fundadores aos alunos de Harvard, mas foi expandida para outras faculdades na área de Boston, a Ivy League e, gradualmente, a maioria das universidades nos Estados Unidos e Canadá. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example6.txt new file mode 100644 index 00000000000000..b74feb86dc200d --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton é um psicólogo cognitivo e cientista da computação canadense inglês, mais conhecido por seu trabalho em redes neurais artificiais. Desde 2013, ele divide seu tempo trabalhando para o Google e a Universidade de Toronto. Em 2017, ele foi cofundador e se tornou o assessor científico-chefe do Vector Institute em Toronto. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example7.txt new file mode 100644 index 00000000000000..952ec6075829fd --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_cpp_en/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +Quando eu disse a John que queria me mudar para o Alasca, ele me avisou que teria problemas para encontrar um Starbucks lá. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example1.txt new file mode 100644 index 00000000000000..2b7ce781298e76 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +John Snow ist ein englischer Arzt und ein Führer in der Entwicklung der Anästhesie des Nordens.. Er ist der erste, der Daten verwendet, um Choleraausbruch 1854 zu heilen. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example2.txt new file mode 100644 index 00000000000000..5d7a140b658696 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic ist ein US-amerikanischer Film von James Cameron.. Sie umfasst sowohl historische als auch fiktionalisierte Aspekte, basiert auf Konten der Versenken der RMS Titanic.. Es spielt Leonardo DiCaprio und Kate Winslet als Mitglieder der verschiedenen sozialen Klassen. Sie verliebt sich in das Schiff während seiner unglückselige Mädchen. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example3.txt new file mode 100644 index 00000000000000..43b01e99dfb057 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +Oktober 1955 in New York City) ist ein US-amerikanischer Software-Entwickler, Investor und Philanthrop.. Während seiner Karriere bei Microsoft, Gates war die Positionen von Vorsitzender, Chief Executive Officer (CEO), Präsident und Chef Software Architekt.. Bis Mai 2014 war er der größte Einzelaktionär.. Er ist einer der bekanntesten Unternehmer und Pioniere der Mikrocomputerrevolution der 1970er und 1980er Jahre. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example4.txt new file mode 100644 index 00000000000000..8d1400498f5426 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +Die Mona Lisa ist ein Ölgemälde aus dem 16.. Es wird im Louvre in Paris gehalten. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example5.txt new file mode 100644 index 00000000000000..fe8697100618f7 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +Facebook ist ein Social Network Service am 4. Februar 2004.. Es wurde von Mark Zuckerberg mit seinen College-Mitbewohnern und anderen Harvard-Universitätsstudenten Eduardo Saverin, Andrew McCollum, Dustin Moskovitz gegründet.. Die Mitgliedschaft der Website wurde zunächst von Harvard Studenten, aber auch auf andere Hochschulen in der Boston, die Ivy League und allmählich die meisten Universitäten in den Vereinigten Staaten diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example6.txt new file mode 100644 index 00000000000000..ff9ece7e4d54c9 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton ist ein kanadischer Psychologe und Computer.. Seit 2013 arbeitet er für Google und die University of Toronto.. 2017 wurde er wissenschaftlicher Berater des Vector Institute in Toronto. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example7.txt new file mode 100644 index 00000000000000..72e72dabf21e56 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_de_en/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +Als ich John sagte, dass ich nach Alaska ziehen wollte, dass ich Probleme hatte, dass ich ein Starbucks dort haben würde, er mich, dass ich hatte, dass ich hatte, dass ich diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example1.txt new file mode 100644 index 00000000000000..1c757ff5fd516a --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +Other than being the king of the north, John Snow is a an english physician and a leader in the development of anaesthesia and medical hygiene. He is considered for being the first one using data to cure cholera outbreak in 1854. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example2.txt new file mode 100644 index 00000000000000..c8021d29f86182 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edited by James Cameron. Incorporating both historical and fictionalized aspects, it is based on accounts of the sinking of the RMS Titanic. It stars Leonardo DiCaprio and Kate Winslet as members of different social classes who fall in love aboard the ship during its ill-fated maiden voyage. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example3.txt new file mode 100644 index 00000000000000..60b65fd29f16e3 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +William Henry Gates III (born October 28, 1955) is an American business magnate, software developer, investor, and philanthropist. He is best known as the co-founder of Microsoft Corporation. During his career at Microsoft, Gates held the positions of chairman, chief executive officer (CEO), president and chief software architect. He was also being the largest individual shareholder until May 2014. He is one of the best-known entrepreneurs and pioneers of the microcomputer revolution of the 1970s and 1980s. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example4.txt new file mode 100644 index 00000000000000..fed060c5ad7b44 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +The Mona Lisa is a 16th century oil painting created by Leonardo. It's held at the Louvre in Paris. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example5.txt new file mode 100644 index 00000000000000..6c7cae0ae4091c --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +Facebook is a social networking service launched as TheFacebook on February 4, 2004. It was founded by Mark Zuckerberg with his college roommates and fellow Harvard University students Eduardo Saverin, Andrew McCollum, Dustin Moskovitz and Chris Hughes. The website's membership was initially limited by the founders to Harvard students, but was expanded to other colleges in the Boston area, the Ivy League, and gradually most universities in the United States and Canada. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example6.txt new file mode 100644 index 00000000000000..3ae368a23e00f0 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton is an English Canadian cognitive psychologist and computer scientist, most noted for his work on artificial neural networks. Since 2013 he divides his time working for Google and the University of Toronto. In 2017, he cofounded and became the Chief Scientific Advisor of the Vector Institute in Toronto. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example7.txt new file mode 100644 index 00000000000000..bb44cafaf668a8 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_cpp/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +When I told John that I wanted to move to Alaska, he warned me that I'd have trouble finding a Starbucks there. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example1.txt new file mode 100644 index 00000000000000..1c757ff5fd516a --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +Other than being the king of the north, John Snow is a an english physician and a leader in the development of anaesthesia and medical hygiene. He is considered for being the first one using data to cure cholera outbreak in 1854. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example2.txt new file mode 100644 index 00000000000000..c8021d29f86182 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edited by James Cameron. Incorporating both historical and fictionalized aspects, it is based on accounts of the sinking of the RMS Titanic. It stars Leonardo DiCaprio and Kate Winslet as members of different social classes who fall in love aboard the ship during its ill-fated maiden voyage. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example3.txt new file mode 100644 index 00000000000000..60b65fd29f16e3 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +William Henry Gates III (born October 28, 1955) is an American business magnate, software developer, investor, and philanthropist. He is best known as the co-founder of Microsoft Corporation. During his career at Microsoft, Gates held the positions of chairman, chief executive officer (CEO), president and chief software architect. He was also being the largest individual shareholder until May 2014. He is one of the best-known entrepreneurs and pioneers of the microcomputer revolution of the 1970s and 1980s. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example4.txt new file mode 100644 index 00000000000000..fed060c5ad7b44 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +The Mona Lisa is a 16th century oil painting created by Leonardo. It's held at the Louvre in Paris. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example5.txt new file mode 100644 index 00000000000000..6c7cae0ae4091c --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +Facebook is a social networking service launched as TheFacebook on February 4, 2004. It was founded by Mark Zuckerberg with his college roommates and fellow Harvard University students Eduardo Saverin, Andrew McCollum, Dustin Moskovitz and Chris Hughes. The website's membership was initially limited by the founders to Harvard students, but was expanded to other colleges in the Boston area, the Ivy League, and gradually most universities in the United States and Canada. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example6.txt new file mode 100644 index 00000000000000..3ae368a23e00f0 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton is an English Canadian cognitive psychologist and computer scientist, most noted for his work on artificial neural networks. Since 2013 he divides his time working for Google and the University of Toronto. In 2017, he cofounded and became the Chief Scientific Advisor of the Vector Institute in Toronto. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example7.txt new file mode 100644 index 00000000000000..bb44cafaf668a8 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_de/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +When I told John that I wanted to move to Alaska, he warned me that I'd have trouble finding a Starbucks there. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example1.txt new file mode 100644 index 00000000000000..1c757ff5fd516a --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +Other than being the king of the north, John Snow is a an english physician and a leader in the development of anaesthesia and medical hygiene. He is considered for being the first one using data to cure cholera outbreak in 1854. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example2.txt new file mode 100644 index 00000000000000..c8021d29f86182 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edited by James Cameron. Incorporating both historical and fictionalized aspects, it is based on accounts of the sinking of the RMS Titanic. It stars Leonardo DiCaprio and Kate Winslet as members of different social classes who fall in love aboard the ship during its ill-fated maiden voyage. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example3.txt new file mode 100644 index 00000000000000..60b65fd29f16e3 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +William Henry Gates III (born October 28, 1955) is an American business magnate, software developer, investor, and philanthropist. He is best known as the co-founder of Microsoft Corporation. During his career at Microsoft, Gates held the positions of chairman, chief executive officer (CEO), president and chief software architect. He was also being the largest individual shareholder until May 2014. He is one of the best-known entrepreneurs and pioneers of the microcomputer revolution of the 1970s and 1980s. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example4.txt new file mode 100644 index 00000000000000..fed060c5ad7b44 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +The Mona Lisa is a 16th century oil painting created by Leonardo. It's held at the Louvre in Paris. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example5.txt new file mode 100644 index 00000000000000..6c7cae0ae4091c --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +Facebook is a social networking service launched as TheFacebook on February 4, 2004. It was founded by Mark Zuckerberg with his college roommates and fellow Harvard University students Eduardo Saverin, Andrew McCollum, Dustin Moskovitz and Chris Hughes. The website's membership was initially limited by the founders to Harvard students, but was expanded to other colleges in the Boston area, the Ivy League, and gradually most universities in the United States and Canada. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example6.txt new file mode 100644 index 00000000000000..3ae368a23e00f0 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton is an English Canadian cognitive psychologist and computer scientist, most noted for his work on artificial neural networks. Since 2013 he divides his time working for Google and the University of Toronto. In 2017, he cofounded and became the Chief Scientific Advisor of the Vector Institute in Toronto. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example7.txt new file mode 100644 index 00000000000000..bb44cafaf668a8 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_es/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +When I told John that I wanted to move to Alaska, he warned me that I'd have trouble finding a Starbucks there. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example1.txt new file mode 100644 index 00000000000000..1c757ff5fd516a --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +Other than being the king of the north, John Snow is a an english physician and a leader in the development of anaesthesia and medical hygiene. He is considered for being the first one using data to cure cholera outbreak in 1854. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example2.txt new file mode 100644 index 00000000000000..c8021d29f86182 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edited by James Cameron. Incorporating both historical and fictionalized aspects, it is based on accounts of the sinking of the RMS Titanic. It stars Leonardo DiCaprio and Kate Winslet as members of different social classes who fall in love aboard the ship during its ill-fated maiden voyage. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example3.txt new file mode 100644 index 00000000000000..60b65fd29f16e3 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +William Henry Gates III (born October 28, 1955) is an American business magnate, software developer, investor, and philanthropist. He is best known as the co-founder of Microsoft Corporation. During his career at Microsoft, Gates held the positions of chairman, chief executive officer (CEO), president and chief software architect. He was also being the largest individual shareholder until May 2014. He is one of the best-known entrepreneurs and pioneers of the microcomputer revolution of the 1970s and 1980s. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example4.txt new file mode 100644 index 00000000000000..fed060c5ad7b44 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +The Mona Lisa is a 16th century oil painting created by Leonardo. It's held at the Louvre in Paris. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example5.txt new file mode 100644 index 00000000000000..6c7cae0ae4091c --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +Facebook is a social networking service launched as TheFacebook on February 4, 2004. It was founded by Mark Zuckerberg with his college roommates and fellow Harvard University students Eduardo Saverin, Andrew McCollum, Dustin Moskovitz and Chris Hughes. The website's membership was initially limited by the founders to Harvard students, but was expanded to other colleges in the Boston area, the Ivy League, and gradually most universities in the United States and Canada. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example6.txt new file mode 100644 index 00000000000000..3ae368a23e00f0 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton is an English Canadian cognitive psychologist and computer scientist, most noted for his work on artificial neural networks. Since 2013 he divides his time working for Google and the University of Toronto. In 2017, he cofounded and became the Chief Scientific Advisor of the Vector Institute in Toronto. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example7.txt new file mode 100644 index 00000000000000..bb44cafaf668a8 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_fr/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +When I told John that I wanted to move to Alaska, he warned me that I'd have trouble finding a Starbucks there. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example1.txt new file mode 100644 index 00000000000000..1c757ff5fd516a --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +Other than being the king of the north, John Snow is a an english physician and a leader in the development of anaesthesia and medical hygiene. He is considered for being the first one using data to cure cholera outbreak in 1854. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example2.txt new file mode 100644 index 00000000000000..c8021d29f86182 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edited by James Cameron. Incorporating both historical and fictionalized aspects, it is based on accounts of the sinking of the RMS Titanic. It stars Leonardo DiCaprio and Kate Winslet as members of different social classes who fall in love aboard the ship during its ill-fated maiden voyage. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example3.txt new file mode 100644 index 00000000000000..60b65fd29f16e3 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +William Henry Gates III (born October 28, 1955) is an American business magnate, software developer, investor, and philanthropist. He is best known as the co-founder of Microsoft Corporation. During his career at Microsoft, Gates held the positions of chairman, chief executive officer (CEO), president and chief software architect. He was also being the largest individual shareholder until May 2014. He is one of the best-known entrepreneurs and pioneers of the microcomputer revolution of the 1970s and 1980s. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example4.txt new file mode 100644 index 00000000000000..fed060c5ad7b44 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +The Mona Lisa is a 16th century oil painting created by Leonardo. It's held at the Louvre in Paris. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example5.txt new file mode 100644 index 00000000000000..6c7cae0ae4091c --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +Facebook is a social networking service launched as TheFacebook on February 4, 2004. It was founded by Mark Zuckerberg with his college roommates and fellow Harvard University students Eduardo Saverin, Andrew McCollum, Dustin Moskovitz and Chris Hughes. The website's membership was initially limited by the founders to Harvard students, but was expanded to other colleges in the Boston area, the Ivy League, and gradually most universities in the United States and Canada. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example6.txt new file mode 100644 index 00000000000000..3ae368a23e00f0 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton is an English Canadian cognitive psychologist and computer scientist, most noted for his work on artificial neural networks. Since 2013 he divides his time working for Google and the University of Toronto. In 2017, he cofounded and became the Chief Scientific Advisor of the Vector Institute in Toronto. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example7.txt new file mode 100644 index 00000000000000..bb44cafaf668a8 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_en_it/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +When I told John that I wanted to move to Alaska, he warned me that I'd have trouble finding a Starbucks there. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example1.txt new file mode 100644 index 00000000000000..48b14528e68c6f --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +Además de ser el rey del norte, John Snow es un médico inglés y líder en el desarrollo de la anestesia y la higiene médica. Se le considera el primero en utilizar datos para curar el brote de cólera en 1854. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example2.txt new file mode 100644 index 00000000000000..fe16d0ac736b0c --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic es una película épica estadounidense de 1997 sobre desastres y romance dirigida, escrita, coproducida y coeditada por James Cameron. Incorpora aspectos históricos y ficticios, y se basa en relatos del hundimiento del RMS Titanic. Está protagonizada por Leonardo DiCaprio y Kate Winslet como miembros de diferentes clases sociales que se enamoran a bordo del barco durante su desafortunado viaje inaugural. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example3.txt new file mode 100644 index 00000000000000..d1cbb1421d2bf9 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +William Henry Gates III (nacido el 28 de octubre de 1955) es un magnate empresarial, desarrollador de software, inversor y filántropo estadounidense. Es mejor conocido como cofundador de Microsoft Corporation. Durante su carrera en Microsoft, Gates ocupó los puestos de presidente, director ejecutivo (CEO), presidente y arquitecto jefe de software. También fue el mayor accionista individual hasta mayo de 2014. Es uno de los empresarios más reconocidos y pioneros de la revolución de las microcomputadoras de los años setenta y ochenta. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example4.txt new file mode 100644 index 00000000000000..b635293aba9c31 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +La Mona Lisa es una obra de Leonardo.. Se celebra en el Louvre en París diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example5.txt new file mode 100644 index 00000000000000..cdf325b7f80ad0 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +Facebook es un servicio de red social lanzado como TheFacebook el 4 de febrero de 2004. Fue fundado por Mark Zuckerberg con sus compañeros de cuarto y compañeros de la Universidad de Harvard Eduardo Saverin, Andrew McCollum, Dustin Moskovitz y Chris Hughes. La membresía del sitio web estaba inicialmente limitada por los fundadores a los estudiantes de Harvard, pero se expandió a otras universidades en el área de Boston, la Ivy League y gradualmente a la mayoría de las universidades de los Estados Unidos y Canadá. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example6.txt new file mode 100644 index 00000000000000..2929f12d0b1475 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton es un psicólogo cognitivo e informático canadiense inglés, más conocido por su trabajo en redes neuronales artificiales. Desde 2013 divide su tiempo trabajando para Google y la Universidad de Toronto. En 2017, fue cofundador y se convirtió en el Asesor Científico Jefe del Vector Institute en Toronto. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example7.txt new file mode 100644 index 00000000000000..e2cc88830e4f72 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_es_en/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +Cuando le dije a John que quería mudarme a Alaska, me advirtió que tendría problemas para encontrar un Starbucks allí. \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example1.txt new file mode 100644 index 00000000000000..0b1ca1bfed167a --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +Outre le roi du nord, John Snow est un médecin anglais et un chef de file dans le développement de l'anesthésie et de l'hygiène.. Il est considéré comme le premier à utiliser les données pour guérir l'épidémie de choléra en 1854. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example2.txt new file mode 100644 index 00000000000000..b35af375bd8c88 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic est un film américain de romance et de catastrophe réalisé par James Cameron.. En intégrant des aspects historiques et fictifs, il est basé sur les récits du naufrages.. Il met en vedette Leonardo DiCaprio et Kate Winslet Il est membre de différentes classes sociales qui tombent amoureux à bord du navire pendant son voyage de jeune fille. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example3.txt new file mode 100644 index 00000000000000..d8a5f9aeac93de --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +William Henry Gates III est un créateur de logiciels et un graphiste américain.. Au cours de sa carrière chez Microsoft, Gates a occupé les postes de président, chef de la direction et d'architecte en chef.. Il a également été le plus grand actionnaire individuel jusqu'en mai 2014.. Il est l'un des entrepreneurs les plus connus et pionniers de la révolution des micro-ordinateurs des années 1970-1980. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example4.txt new file mode 100644 index 00000000000000..529d867941b597 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +La Joconde est une peinture à l'huile de la .. Il a lieu au Louvre. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example5.txt new file mode 100644 index 00000000000000..089e0b75acfd3a --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +Facebook est un service de réseautage social lancé le 4 février 2004.. Il a été fondé par Mark Zuckerberg avec ses colocataires et ses collègues Eduardo Saverin.. L'adhésion du site a été initialement limité par les fondateurs aux étudiants de Harvard, mais a été étendu à d'autres universités dans la région de Boston, la ligue Ivy, et la plupart diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example6.txt new file mode 100644 index 00000000000000..fbf679a9e74679 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton est un psychologue cognitif et informaticien canadien, dont le travail sur les réseaux neurologique.. Depuis 2013, il partage son temps de travail pour Google et l'Université de Toronto.. En 2017, il cofonde et devient conseiller scientifique en chef du Vector Institute. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example7.txt new file mode 100644 index 00000000000000..9867d830b18001 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_fr_en/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +Quand j'ai dit à John que je voulais déménager en Alaska, il m'avais dit que j'avais du mal à trouver un Starbucks. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example1.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example1.txt new file mode 100644 index 00000000000000..555dbcbcf13ff7 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example1.txt @@ -0,0 +1,2 @@ +Example1.txt +Oltre ad essere il re del nord, John Snow è un medico inglese e leader nello sviluppo dell'anestesia e dell'igiene medica.. È considerato il primo che usa i dati per curare l'epidemia di colera nel 1854. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example2.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example2.txt new file mode 100644 index 00000000000000..9dfbc8520a69dc --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example2.txt @@ -0,0 +1,2 @@ +Example2.txt +Titanic è un film del 1997 diretto, co-prodotto e co-edited di James Cameron.. Comprendente aspetti sia storici e fittizi, si basa sui racconti dell'affondamento del Titanic dell'annegamento dell'RMS.. Il suo ruolo è di Leonardo DiCaprio e Kate Winslet come membro di diverse classi sociali. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example3.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example3.txt new file mode 100644 index 00000000000000..8b6a59d52ba788 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example3.txt @@ -0,0 +1,2 @@ +Example3.txt +William Henry Gates III (nato il 28 ottobre 1955) è un magnate americano business, sviluppatore di software, investitore e filantropo.. Durante la sua carriera a Microsoft, Gates ha ricoperto le cariche di presidente, direttore esecutivo e direttore esecutivo e direttore di Microsoft.. È stato anche il più grande azionista individuale fino al maggio 2014.. È uno dei più noti imprenditori e pionieri della rivoluzione dei microcomputer degli anni '70 e degli anni '80. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example4.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example4.txt new file mode 100644 index 00000000000000..3fc331ff6e032d --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example4.txt @@ -0,0 +1,2 @@ +Example4.txt +La Monna Lisa è un dipinto ad olio del XVI secolo creato da Leonardo.. Si tiene al Louvre di Parigi. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example5.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example5.txt new file mode 100644 index 00000000000000..d524ba3c7ac32d --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example5.txt @@ -0,0 +1,2 @@ +Example5.txt +Facebook è un servizio di social networking lanciato come TheFacebook il 4 febbraio 2004.. È stata fondata da Mark Zuckerberg con i suoi compagni di stanza e gli studenti dell'università di Harvard.. L'adesione del Web site era inizialmente limitata dai fondatori degli studenti di Harvard, ma fu estesa ad altri college della Ivy League, e gradualmente, e la maggior parte diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example6.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example6.txt new file mode 100644 index 00000000000000..c5849964547e3c --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example6.txt @@ -0,0 +1,2 @@ +Example6.txt +Geoffrey Everest Hinton è uno psicologo cognitivo canadese e informatico più noto per il suo lavoro sulle reti neurale artificiale.. Dal 2013 divide il suo tempo lavorando per Google e l'Università di Toronto.. Nel 2017 ha fondato e divenne Consigliere Scientifico Capo dell'Istituto Vector Institute di Toronto. diff --git a/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example7.txt b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example7.txt new file mode 100644 index 00000000000000..9f1ea3362c2ec7 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/inputs/opus_mt_it_en/Example7.txt @@ -0,0 +1,2 @@ +Example7.txt +Quando ho detto a John che volevo trasferirmi in Alaska che non avrei trovato uno Starbucks. diff --git a/examples/demos/streamlit/Translation Marian/requirements.txt b/examples/demos/streamlit/Translation Marian/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Translation Marian/streamlit_app.py b/examples/demos/streamlit/Translation Marian/streamlit_app.py new file mode 100644 index 00000000000000..040af92e6bf59d --- /dev/null +++ b/examples/demos/streamlit/Translation Marian/streamlit_app.py @@ -0,0 +1,125 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + documentAssembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + ## More accurate Sentence Detection using Deep Learning + sentencerDL = SentenceDetectorDLModel()\ + .pretrained("sentence_detector_dl", "xx")\ + .setInputCols(["document"])\ + .setOutputCol("sentences") + + marian = MarianTransformer.pretrained(model, "xx")\ + .setInputCols(["sentences"])\ + .setOutputCol("translation") + + nlp_pipeline = Pipeline( + stages=[ + documentAssembler, + sentencerDL, + marian + ]) + + return nlp_pipeline + +def fit_data(pipeline, data): + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + results = model.fullAnnotate(data)[0] + + return results['translation'][0].result + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Translate text", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Translate text") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +st.sidebar.image(logo_path, width=300) + + +model_mappings = { + "opus_mt_en_fr": "Translate text from English to French", + "opus_mt_en_it": "Translate text from English to Italian", + "opus_mt_en_es": "Translate text from English to Spanish", + "opus_mt_en_de": "Translate text from English to German", + "opus_mt_en_cpp": "Translate text from English to Portuguese", + "opus_mt_fr_en": "Translate text from French to English", + "opus_mt_it_en": "Translate text from Italian to English", + "opus_mt_es_en": "Translate text from Spanish to English", + "opus_mt_de_en": "Translate text from German to English", + "opus_mt_cpp_en": "Translate text from Portuguese to English" +} + +st.sidebar.title("Select Languages:") + +lang_map_dict={"English": 'en', 'French': 'fr','Italian': 'it', 'Spanish': 'es', 'German': 'de', 'Portuguese': 'cpp'} +from_lang_map_dict={"English": 'en','French': 'fr','Italian': 'it', 'Spanish': 'es', 'German': 'de', 'Portuguese': 'cpp'} +lang_names = list(from_lang_map_dict.keys()) +from_lang = st.sidebar.selectbox("From", lang_names) + +if from_lang == 'English': + to_lang = st.sidebar.selectbox("To", ['French', 'Italian', 'Spanish', 'German', 'Portuguese']) +else: + to_lang = st.sidebar.selectbox("To", ['English']) + +selected_model = f'opus_mt_{lang_map_dict[from_lang]}_{lang_map_dict[to_lang]}' +st.title(model_mappings[selected_model]) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +folder_path = f"/content/Translation Marian/inputs/{selected_model}" +examples = [lines[1].strip() for filename in os.listdir(folder_path) if filename.endswith('.txt') for lines in [open(os.path.join(folder_path, filename), 'r').readlines()] if len(lines) >= 2] + +selected_text = st.selectbox("Select a sample text", examples) +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Full example text') +st.write(selected_text) + +st.subheader("Translation") + +Pipeline = create_pipeline(selected_model) +output = fit_data(Pipeline, selected_text) +st.write(output) \ No newline at end of file diff --git a/examples/demos/streamlit/Typo Detector/images/jsl_logo_icon.png b/examples/demos/streamlit/Typo Detector/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/Typo Detector/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/Typo Detector/images/logo.png b/examples/demos/streamlit/Typo Detector/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/Typo Detector/images/logo.png differ diff --git a/examples/demos/streamlit/Typo Detector/requirements.txt b/examples/demos/streamlit/Typo Detector/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/Typo Detector/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/Typo Detector/streamlit_app.py b/examples/demos/streamlit/Typo Detector/streamlit_app.py new file mode 100644 index 00000000000000..dd3828e1b2953a --- /dev/null +++ b/examples/demos/streamlit/Typo Detector/streamlit_app.py @@ -0,0 +1,162 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import os +import json +import pandas as pd +import numpy as np + +import sparknlp +import pyspark.sql.functions as F + +from pyspark.ml import Pipeline +from pyspark.sql import SparkSession +from sparknlp.annotator import * +from sparknlp.base import * +from sparknlp.pretrained import PretrainedPipeline +from pyspark.sql.types import StringType, IntegerType + +spark = sparknlp.start() + +def create_pipeline(): + + documentAssembler = DocumentAssembler()\ + .setInputCol("text")\ + .setOutputCol("document") + + sentenceDetector = SentenceDetector()\ + .setInputCols(['document'])\ + .setOutputCol('sentences') + + tokenizer = Tokenizer() \ + .setInputCols(["document"]) \ + .setOutputCol("token") + + normalizer = Normalizer() \ + .setInputCols(["token"]) \ + .setOutputCol("normalized")\ + .setLowercase(True)\ + .setCleanupPatterns(["[^\w\d\s]"]) + + stopwords_cleaner = StopWordsCleaner()\ + .setInputCols("token")\ + .setOutputCol("removed_stopwords")\ + .setCaseSensitive(False)\ + + stemmer = Stemmer() \ + .setInputCols(["token"]) \ + .setOutputCol("stem") + + + lemmatizer = Lemmatizer() \ + .setInputCols(["token"]) \ + .setOutputCol("lemma") \ + .setDictionary("/content/Text Preprocessing/AntBNC_lemmas_ver_001.txt", value_delimiter ="\t", key_delimiter = "->") + + nlpPipeline = Pipeline(stages=[documentAssembler, + sentenceDetector, + tokenizer, + normalizer, + stopwords_cleaner, + stemmer, + lemmatizer]) + + return nlpPipeline + +def fit_data(pipeline, data): + + empty_df = spark.createDataFrame([['']]).toDF('text') + pipeline_model = pipeline.fit(empty_df) + model = LightPipeline(pipeline_model) + result = model.annotate(data) + + return result + + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="Typo Detector", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("Typo Detector") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_name = "SentenceDetector|Tokenizer|Stemmer|Lemmatizer|Normalizer|Stop Words Remover" +#model = st.sidebar.selectbox("Choose the pretrained model", model_name, help="For more info about the models visit: https://sparknlp.org/models",) + +st.sidebar.title("Filter Annotator Outputs") +selected_models = [] +for model in model_name.split('|'): + check = st.sidebar.checkbox(model, value=True, key=model) + selected_models.append(check) + +# # Let's add the colab link for the notebook. + +link= """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +examples = [ + + "The Geneva Motor Show, the first major car show of the year, opens tomorrow with U.S. Car makers hoping to make new inroads into European markets due to the cheap dollar, automobile executives said. Ford Motor Co and General Motors Corp sell cars in Europe, where about 10.5 mln new cars a year are bought. GM also makes a few thousand in North American plants for European export.", + "Demonicus is a movie turned into a video game! I just love the story and the things that goes on in the film.It is a B-film ofcourse but that doesn`t bother one bit because its made just right and the music was rad! Horror and sword fight freaks,buy this movie now!", + "Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement to perform computation. Computers that perform quantum computations are known as quantum computers. Quantum computers are believed to be able to solve certain computational problems, such as integer factorization (which underlies RSA encryption), substantially faster than classical computers. The study of quantum computing is a subfield of quantum information science. Quantum computing began in the early 1980s, when physicist Paul Benioff proposed a quantum mechanical model of the Turing machine.", + "Titanic is a 1997 American epic romance and disaster film directed, written, co-produced, and co-edited by James Cameron. Incorporating both historical and fictionalized aspects, it is based on accounts of the sinking of the RMS Titanic, and stars Leonardo DiCaprio and Kate Winslet as members of different social classes who fall in love aboard the ship during its ill-fated maiden voyage.", + "William Henry Gates III (born October 28, 1955) is an American business magnate, software developer, investor, and philanthropist. He is best known as the co-founder of Microsoft Corporation. During his career at Microsoft, Gates held the positions of chairman, chief executive officer (CEO), president and chief software architect, while also being the largest individual shareholder until May 2014. He is one of the best-known entrepreneurs and pioneers of the microcomputer revolution of the 1970s and 1980s. Born and raised in Seattle, Washington, Gates co-founded Microsoft with childhood friend Paul Allen in 1975, in Albuquerque, New Mexico; it went on to become the world's largest personal computer software company. Gates led the company as chairman and CEO until stepping down as CEO in January 2000, but he remained chairman and became chief software architect. During the late 1990s, Gates had been criticized for his business tactics, which have been considered anti-competitive. This opinion has been upheld by numerous court rulings. In June 2006, Gates announced that he would be transitioning to a part-time role at Microsoft and full-time work at the Bill & Melinda Gates Foundation, the private charitable foundation that he and his wife, Melinda Gates, established in 2000.[9] He gradually transferred his duties to Ray Ozzie and Craig Mundie. He stepped down as chairman of Microsoft in February 2014 and assumed a new post as technology adviser to support the newly appointed CEO Satya Nadella.", + """World War II (often abbreviated as WWII or WW2), also known as the Second World War, was a global war that lasted from 1939 to 1945. The vast majority of the world's countries—including all the great powers—eventually formed two opposing military alliances: the Allies and the Axis. A state of total war emerged, directly involving more than 100 million people from more than 30 countries. The major participants threw their entire economic, industrial, and scientific capabilities behind the war effort, blurring the distinction between civilian and military resources. World War II was the deadliest conflict in human history, marked by 70 to 85 million fatalities, most of whom were civilians in the Soviet Union and China. Tens of millions of people died during the conflict due to genocides (including the Holocaust), premeditated death from starvation, massacres, and disease. Aircraft played a major role in the conflict which included the use of terror bombing, strategic bombing and the only use of nuclear weapons in war.""", + "Disney Channel (originally called The Disney Channel from 1983 to 1997 and commonly shortened to Disney from 1997 to 2002) is an American pay television channel that serves as the flagship property of owner Disney Channels Worldwide unit of the Walt Disney Television subsidiary of The Walt Disney Company. Disney Channel's programming consists of original first-run television series, theatrically released and original made-for-TV movies and select other third-party programming. Disney Channel – which formerly operated as a premium service – originally marketed its programs towards families during the 1980s, and later at younger children by the 2000s.", + "For several hundred thousand years, the Sahara has alternated between desert and savanna grassland in a 20,000 year cycle[8] caused by the precession of the Earth's axis as it rotates around the Sun, which changes the location of the North African Monsoon. The area is next expected to become green in about 15,000 years (17,000 ACE).", + "Elon Musk is an engineer, industrial designer, technology entrepreneur and philanthropist. He is a citizen of South Africa, Canada, and the United States. He is the founder, CEO and chief engineer/designer of SpaceX; early investor, CEO and product architect of Tesla, Inc.; founder of The Boring Company; co-founder of Neuralink; and co-founder and initial co-chairman of OpenAI. He was elected a Fellow of the Royal Society (FRS) in 2018. In December 2016, he was ranked 21st on the Forbes list of The World's Most Powerful People, and was ranked joint-first on the Forbes list of the Most Innovative Leaders of 2019. A self-made billionaire, as of June 2020 his net worth was estimated at $38.8 billion and he is listed by Forbes as the 31st-richest person in the world. He is the longest tenured CEO of any automotive manufacturer globally.", + "Born and raised in the Austrian Empire, Tesla studied engineering and physics in the 1870s without receiving a degree, and gained practical experience in the early 1880s working in telephony and at Continental Edison in the new electric power industry. In 1884 he emigrated to the United States, where he became a naturalized citizen. He worked for a short time at the Edison Machine Works in New York City before he struck out on his own. With the help of partners to finance and market his ideas, Tesla set up laboratories and companies in New York to develop a range of electrical and mechanical devices. His alternating current (AC) induction motor and related polyphase AC patents, licensed by Westinghouse Electric in 1888, earned him a considerable amount of money and became the cornerstone of the polyphase system which that company eventually marketed." + +] + +st.subheader("Split and clean text") + +selected_text = st.selectbox("Select an example", examples) + +custom_input = st.text_input("Try it for yourself!") + +if custom_input: + selected_text = custom_input +elif selected_text: + selected_text = selected_text + +st.subheader('Selected Text') +st.write(selected_text) + +Pipeline = create_pipeline() +output = fit_data(Pipeline, selected_text) + +display_text = { + "sentences": "Detected sentences in text:", + "token": "Basic Tokens:", + "stem": "Stemmed Tokens:", + "lemma": "Lemmatized Tokens:", + "normalized": "Tokens after removing punctuations:", + "removed_stopwords": "Tokens after removing Stop Words:" +} + +mappings = ["sentences", "token", "stem", "lemma", "normalized", "removed_stopwords"] +true_indices = [index for index, value in enumerate(selected_models) if value] + +for val in true_indices: + st.write(display_text[mappings[val]]) + st.dataframe(pd.DataFrame(output[mappings[val]], columns=[mappings[val]])) diff --git a/examples/demos/streamlit/VIT Image Classification/images/jsl_logo_icon.png b/examples/demos/streamlit/VIT Image Classification/images/jsl_logo_icon.png new file mode 100644 index 00000000000000..81b3c90ee6a0d5 Binary files /dev/null and b/examples/demos/streamlit/VIT Image Classification/images/jsl_logo_icon.png differ diff --git a/examples/demos/streamlit/VIT Image Classification/images/logo.png b/examples/demos/streamlit/VIT Image Classification/images/logo.png new file mode 100644 index 00000000000000..ad22555cae32e0 Binary files /dev/null and b/examples/demos/streamlit/VIT Image Classification/images/logo.png differ diff --git a/examples/demos/streamlit/VIT Image Classification/inputs/image_classifier_vit_CarViT/image-1.png 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Image Classification/inputs/image_classifier_vit_base_patch16_224_in21k_finetuned_cifar10/image-9.png b/examples/demos/streamlit/VIT Image Classification/inputs/image_classifier_vit_base_patch16_224_in21k_finetuned_cifar10/image-9.png new file mode 100644 index 00000000000000..0f89af2194b620 Binary files /dev/null and b/examples/demos/streamlit/VIT Image Classification/inputs/image_classifier_vit_base_patch16_224_in21k_finetuned_cifar10/image-9.png differ diff --git a/examples/demos/streamlit/VIT Image Classification/requirements.txt b/examples/demos/streamlit/VIT Image Classification/requirements.txt new file mode 100644 index 00000000000000..c0076d41e67973 --- /dev/null +++ b/examples/demos/streamlit/VIT Image Classification/requirements.txt @@ -0,0 +1,3 @@ +streamlit +spark-nlp +pyspark \ No newline at end of file diff --git a/examples/demos/streamlit/VIT Image Classification/streamlit_app.py b/examples/demos/streamlit/VIT Image Classification/streamlit_app.py new file mode 100644 index 00000000000000..b66cab887f2870 --- /dev/null +++ b/examples/demos/streamlit/VIT Image Classification/streamlit_app.py @@ -0,0 +1,116 @@ +############ IMPORTING LIBRARIES ############ + +# Import streamlit, Spark NLP, pyspark + +import streamlit as st +import sparknlp +import os +import re + +from sparknlp.base import * +from sparknlp.common import * +from sparknlp.annotator import * +from pyspark.ml import Pipeline +from sparknlp.pretrained import PretrainedPipeline + +spark = sparknlp.start() + +def create_pipeline(model): + + image_assembler = ImageAssembler() \ + .setInputCol("image") \ + .setOutputCol("image_assembler") + + image_classifier = ViTForImageClassification \ + .pretrained(model) \ + .setInputCols("image_assembler") \ + .setOutputCol("class") + + pipeline = Pipeline(stages=[ + image_assembler, + image_classifier, + ]) + + return pipeline + +def fit_data(pipeline, data): + + empty_df = spark.createDataFrame([['']]).toDF('text') + #data_df = spark.read.format("image").option("dropInvalid", value = True).load(path=data) + model = pipeline.fit(empty_df) + light_pipeline = LightPipeline(model) + annotations_result = light_pipeline.fullAnnotateImage(data) + pharsd_res = re.search(r"Annotation\(category, \d+, \d+, (\w+),", str(annotations_result[0]['class'])) + result = pharsd_res.group(1) if pharsd_res else "No category found" + return result + +def save_uploadedfile(uploadedfile): + filepath = os.path.join(IMAGE_FILE_PATH, uploadedfile.name) + with open(filepath, "wb") as f: + if hasattr(uploadedfile, 'getbuffer'): + f.write(uploadedfile.getbuffer()) + else: + f.write(uploadedfile.read()) + +############ SETTING UP THE PAGE LAYOUT ############ +jsl_logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'jsl_logo_icon.png') + +st.set_page_config( + layout="wide", page_title="ViT for Image Classification", page_icon=jsl_logo_path, initial_sidebar_state="auto" +) + +st.caption("") +st.title("ViT for Image Classification") + +if not "valid_inputs_received" in st.session_state: + st.session_state["valid_inputs_received"] = False + +### SIDEBAR CONTENT ### + +st.sidebar.write("") + +logo_path = next(f'{root}/{name}' for root, dirs, files in os.walk('/content') for name in files if name == 'logo.png') +logo = st.sidebar.image(logo_path, width=300) + +model_list = ['image_classifier_vit_base_cats_vs_dogs', 'image_classifier_vit_base_patch16_224', 'image_classifier_vit_CarViT', 'image_classifier_vit_base_beans_demo', 'image_classifier_vit_base_food101', 'image_classifier_vit_base_patch16_224_in21k_finetuned_cifar10'] +model = st.sidebar.selectbox("Choose the pretrained model", model_list, help="For more info about the models visit: https://sparknlp.org/models",) + +# # Let's add the colab link for the notebook. + +link = """Open In Colab""" +st.sidebar.title('') +st.sidebar.markdown('Reference notebook:') +st.sidebar.markdown(link, unsafe_allow_html=True) + +### MAIN CONTENT ### + +IMAGE_FILE_PATH = f"/content/VIT Image Classification/inputs/{model}" +image_files = sorted([file for file in os.listdir(IMAGE_FILE_PATH) if file.split('.')[-1]=='png' or file.split('.')[-1]=='jpg' or file.split('.')[-1]=='JPEG' or file.split('.')[-1]=='jpeg']) + +st.subheader("This model identifies image classes using the vision transformer (ViT).") + +img_options = st.selectbox("Select an image", image_files) +uploadedfile = st.file_uploader("Try it for yourself!") + +if uploadedfile: + file_details = {"FileName":uploadedfile.name,"FileType":uploadedfile.type} + save_uploadedfile(uploadedfile) + selected_image = f"{IMAGE_FILE_PATH}/{uploadedfile.name}" +elif img_options: + selected_image = f"{IMAGE_FILE_PATH}/{img_options}" + +st.subheader('Classified Image') + +image_size = st.slider('Image Size', 400, 1000, value=400, step = 100) + +try: + st.image(f"{IMAGE_FILE_PATH}/{selected_image}", width=image_size) +except: + st.image(selected_image, width=image_size) + +st.subheader('Classification') + +Pipeline = create_pipeline(model) +output = fit_data(Pipeline, selected_image) + +st.markdown(f'This document has been classified as : **{output}**') \ No newline at end of file diff --git a/examples/demos/streamlit/run_demos.ipynb b/examples/demos/streamlit/run_demos.ipynb new file mode 100644 index 00000000000000..fccd8f7f3167c2 --- /dev/null +++ b/examples/demos/streamlit/run_demos.ipynb @@ -0,0 +1,137 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "CtzvmkYu8eGD" + }, + "source": [ + "![JohnSnowLabs](https://sparknlp.org/assets/images/logo.png)\n", + "\n", + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp/blob/master/examples/demos/streamlit/run_demos.ipynb)\n", + "\n", + "# **Run streamlit notebooks stright from colab!**" + ] + }, + { + "cell_type": "code", + "source": [ + "# @title Run this code cell and select a demo to download!\n", + "\n", + "!git clone https://github.com/JohnSnowLabs/spark-nlp.git\n", + "\n", + "import os, shutil\n", + "\n", + "path = \"/content/spark-nlp/examples/demos/streamlit/\"\n", + "folders = sorted(next(os.walk(path))[1])\n", + "print(\"Available Demos:\\n\" + \"\\n\".join(f\"{i + 1}. {folder}\" for i, folder in enumerate(folders)))\n", + "\n", + "choice = sorted(folders)[int(input(\"Enter the number of the Demo you want to download: \")) - 1]\n", + "dest = f\"./{choice}\"\n", + "\n", + "if not os.path.exists(dest):\n", + " shutil.copytree(os.path.join(path, choice), dest)\n", + " print(f\"Demo '{choice}' copied successfully.\")\n", + "else:\n", + " print(f\"The Demo '{choice}' already exists in this directory. Skipping download.\")\n", + "\n", + "shutil.rmtree('/content/spark-nlp')" + ], + "metadata": { + "id": "HYNam4Vjp0Ad" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "7713R_ZQ9MOd" + }, + "source": [ + "download the requirements from requirements.txt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "0y7CZngYpbgL" + }, + "outputs": [], + "source": [ + "from pathlib import Path\n", + "\n", + "req_path = next(Path('/content').rglob('requirements.txt'))\n", + "!pip install -q -r \"{req_path}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "_h2Ldu2x9TB9" + }, + "source": [ + "let's install localtunnel where we'll run our demo" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "QtvYmGzvk-p7" + }, + "outputs": [], + "source": [ + "!npm -q install localtunnel" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xuOH8clmnFCz" + }, + "outputs": [], + "source": [ + "from pathlib import Path\n", + "app_path = next(Path('/content').rglob('streamlit_app.py'))\n", + "!streamlit run \"{app_path}\" &>/content/logs.txt & npx localtunnel --port 8501 & curl ipv4.icanhazip.com" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "rdAT413B9g0-" + }, + "source": [ + "Copy the Tunnel Password and paste it into the site opened!" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "PfsXHLTVKD3z" + }, + "source": [ + "![example4.png](data:image/png;base64,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)\n", + "\n", + "![example5.png](data:image/png;base64,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)" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/examples/demos/streamlit/run_streamlit_demos.ipynb b/examples/demos/streamlit/run_streamlit_demos.ipynb new file mode 100644 index 00000000000000..79e7aa26fdbfea --- /dev/null +++ b/examples/demos/streamlit/run_streamlit_demos.ipynb @@ -0,0 +1,140 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "CtzvmkYu8eGD" + }, + "source": [ + "![JohnSnowLabs](https://sparknlp.org/assets/images/logo.png)\n", + "\n", + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp/blob/master/examples/demos/streamlit/run_streamlit_demos.ipynb)\n", + "\n", + "# **Run streamlit notebooks stright from colab!**" + ] + }, + { + "cell_type": "markdown", + "source": [ + "unzip the uploaded demo zip" + ], + "metadata": { + "id": "L5EHZN319Gyd" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "_W5akpxSkcyL" + }, + "outputs": [], + "source": [ + "!unzip '*.zip'" + ] + }, + { + "cell_type": "markdown", + "source": [ + "download the requirements from requirements.txt" + ], + "metadata": { + "id": "7713R_ZQ9MOd" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "0y7CZngYpbgL" + }, + "outputs": [], + "source": [ + "from pathlib import Path\n", + "\n", + "req_path = next(Path('/content').rglob('requirements.txt'))\n", + "!pip install -r \"{req_path}\"" + ] + }, + { + "cell_type": "markdown", + "source": [ + "let's install localtunnel where we'll run our demo" + ], + "metadata": { + "id": "_h2Ldu2x9TB9" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "QtvYmGzvk-p7" + }, + "outputs": [], + "source": [ + "!npm install localtunnel" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xuOH8clmnFCz", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "bd618b06-15ff-4196-a17a-eb5f0b569ff0" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "34.86.190.23\n", + "\u001b[K\u001b[?25hnpx: installed 22 in 2.407s\n", + "your url is: https://deep-mails-play.loca.lt\n" + ] + } + ], + "source": [ + "app_path = next(Path('/content').rglob('streamlit_app.py'))\n", + "!streamlit run \"{app_path}\" &>/content/logs.txt & npx localtunnel --port 8501 & curl ipv4.icanhazip.com" + ] + }, + { + "cell_type": "markdown", + "source": [ + "Copy the Tunnel Password and paste it into the site opened!" + ], + "metadata": { + "id": "rdAT413B9g0-" + } + }, + { + "cell_type": "markdown", + "source": [ + "![example4.png](data:image/png;base64,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)\n", + "\n", + "![example5.png](data:image/png;base64,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)" 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