NLP-Cookbook

Recipies of NLP problems could be found here-

1. NER Tagging.
2. Spelling Correction.
3. GloVe for generating word vector.
4. Gensim with WMD Distance
5. Multi-Label Classification using a LSTM Network and using GloVe pretrained vectors.
6. Text summarization using Gensim
7. 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