Aditya Thyagarajan

Siamese Recurrent Architectures for Learning Sentence Similarity

2016 · Proceedings of the AAAI Conference on Artificial Intelligence

We present a siamese adaptation of the Long Short-Term Memory (LSTM) network for labeled data comprised of pairs of variable-length sequences. Our model is applied to assess semantic similarity between sentences, where we exceed state …