Siamese CBOW: Optimizing Word Embeddings for Sentence Representations

Tom Kenter, Alexey Borisov, Maarten de Rijke

We present the Siamese Continuous Bag of Words (Siamese CBOW) model, a neural network for efficient estimation of high-quality sentence embeddings. Averaging the embeddings of word…