Quora Question Duplicates

Quora question duplicate detection in Keras based off off the paper "Siamese Recurrent Architectures for Learning Sentence Similarity".

Prerequisites

• Python 3
• Install necessary packages (gensim, tensorflow, pandas, numpy)
• Download word2vec model from Google
• Download Quora datasets
• Place the downloads in a folder called input

Todo

Pre-processing:

• augment data with spell-checking
• augment data with thesauraus

Embeddings:

• train embeddings on questions

Model:

• pretrain LSTM to choose better weights