Question_pair

Machine Learning project

Preprocessing

1. uppercase to lowercase
2. stemming

FeatureExtraction

1. not
2. WordMatchShare
3. Length
4. NgramJaccardCoef
5. long_common_sequence
6. fuzz_partial_token_set_ratio
7. fuzz_partial_token_sort_ratio
8. TFIDF

Deepmodel Reference

1. Enhanced LSTM for Natural Language Inference
   link: https://arxiv.org/abs/1609.06038
2. MatchPyrimid
   link: https://arxiv.org/abs/1602.06359
3. Convolutional Neural Network Architectures for Matching Natural Language Sentences link:https://arxiv.org/abs/1503.03244