Kaggle Quora Competition # Top 31 %
To identify a toxic content, a 2 layered bidirectional CuDNNLSTM with Word2Vec 300d has been implemented. It has been benchmarked against Latent Dirichlet Allocation with Random Forest. CuDNNLSTM+Word2Vec gave a f1 score of ~0.66, however, LDA+RF had the score of 0.56.