Hash Embeddings for Efficient Word Representations

Dan Tito Svenstrup, Jonas Hansen, Ole Winther

Neural Information Processing Systems 

Our experiments show that hash embeddings can easily deal with huge vocabularies consisting of millions of tokens.

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