Notebooks on NLP tasks

Building bots by matching Queries with FAQs

I've explored the following methods to find closest questions:

• Jaccard similarity on tokens : Notebook
• Term Frequency–Inverse Document Frequency (TF-IDF) : Notebook
• Word Mover's Distance using word2vec (Google News model) : Notebook

Entity Recognition

• Using Spacy on CoNLL 2003 dataset : Notebook
• Using MITIE on ATIS dataset : Notebook

Intent Recognition

• Using a BiDirectional RNN on ATIS dataset : Notebook