Repository for the paper titled: "When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer"
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Nov 10, 2021 - Python
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multilingual-bert
Here are 17 public repositories matching this topic...
Match celebrity users with their respective tweets by making use of Semantic Textual Similarity on over 900+ celebrity users' 2.5 million+ scraped tweets utilizing SBERT, streamlit, tweepy and FastAPI
rest-api pytorch web-scraping tweepy mypy bert twitter-scraping pytorch-gpu pydantic fastapi python39 streamlit sentence-transformers sbert vector-embeddings streamlit-webapp multilingual-bert python310 llm large-language-model
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Nov 21, 2023 - Python
Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models
python nlp natural-language-processing deep-learning transformers pytorch pretrained-models language-models bert roberta xlm-roberta multilingual-bert
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Dec 22, 2022 - Python
Code and data for the EMNLP 2020 paper: "Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank"
learning-to-rank parallel-data bertology multilingual-bert semantic-divergences corpus-filtering synthetic-supervision cross-lingual-similarity
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Feb 10, 2023 - Python
In this project, we compared Spanish BERT and Multilingual BERT in the Sentiment Analysis task.
nlp deep-learning sentiment-analysis transformers artificial-intelligence sentiment-classification fine-tuning amazon-reviews bert-model beto multilingual-bert
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Sep 1, 2022 - Jupyter Notebook
This repository contains a number of experiments with Multi Lingual Transformer models (Multi-Lingual BERT, DistilBERT, XLM-RoBERTa, mT5 and ByT5) focussed on the Dutch language.
nlp text-classification transformers bert mt5 linearsvc tensorflow2 distilbert xlm-roberta transformers-models multilingual-bert byt5
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Oct 30, 2023 - Python
Zero-shot and Translation Experiments on XQuAD, MLQA and TyDiQA
translation machine-translation question-answering squad bert zero-shot roberta mbert xlm-r mlqa xquad multilingual-bert translate-train tydiqa translate-test
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Jun 14, 2022 - Jupyter Notebook
Bias analysis in multilingual BERT using SHAP and fairness metrics (EN, DE, HI)
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Aug 4, 2025 - Python
This work was done as part of Kaggle InClass competition hosted by Sharechat. We had to develop AI solutions for predicting abusive comments posted on the Moj app in 10+ languages given natural language data and user context data.
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Apr 16, 2022 - Jupyter Notebook
By using the hypothesis of historical linguistics, we found a way to improve the performance of multilingual transformers with limited amount of data
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Apr 27, 2022 - Jupyter Notebook
Cross-lingual misinformation detection
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Dec 26, 2022 - Jupyter Notebook
Sentiment and emotion detection using mBERT and XLM-R. It comes with a trained model which you can download and test it. Read below for instructions.
machine-learning deep-learning sentiment-analysis neural-network artificial-intelligence classification emotion-detection bert-model xlm-roberta mbert multilingual-bert
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Mar 31, 2025 - Jupyter Notebook
submission from team import-winning-model
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Aug 1, 2021 - Jupyter Notebook
Web-based streamlit application form created for a multilingual aligner project.
segmentation corpus-data nlp-machine-learning medieval streamlit-webapp multilingual-bert medieval-languages
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Feb 3, 2025 - Python
This repository implements a Multilingual BERT (mBERT) model for performing Parts-of-Speech (POS) Tagging on Assamese-English code-mixed texts.
nlp english parts-of-speech nlp-machine-learning pos-tagging pos-tagger english-language code-mixing assamese code-mixed mbert parts-of-speech-tagging multilingual-bert assamese-text
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Dec 8, 2024 - Python
Align Parallel Sentence of 104 Languages with the help of mBERT and LaBSE
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Mar 7, 2024 - Python
CS224n Homeworks and final project
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Oct 13, 2020 - Jupyter Notebook
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