ensemble

Siamese Neural Networks with Random Forest for detecting duplicate question pairs

Determining whether two given questions are semantically similar is a fairly challenging task given the different structures and forms that the questions can take. In this paper, we use Gated Recurrent Units(GRU) in combination with other highly used …

Quora Question Pairs

Trained a Siamese Gated Recurrent Unit (GRU) RNN over sentence pairs to detect duplicate questions, securing a position in the top 25% among 3000+ teams on Kaggle.