Recipies of NLP problems could be found here-
- NER Tagging.
- Spelling Correction.
- GloVe for generating word vector.
- Gensim with WMD Distance
- Multi-Label Classification using a LSTM Network and using GloVe pretrained vectors.
- Text summarization using Gensim
- Custom NER Tagging with New Entities
- You can check various language vectors at : https://fasttext.cc/docs/en/pretrained-vectors.html
- Wikipedia 2014 + Gigaword 5 (6B tokens, 400K vocab, uncased, 50d, 100d, 200d, & 300d vectors, 822 MB download): http://nlp.stanford.edu/data/glove.6B.zip