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Hash Embeddings for Efficient Word Representations

open access: yes, 2017
We present hash embeddings, an efficient method for representing words in a continuous vector form. A hash embedding may be seen as an interpolation between a standard word embedding and a word embedding created using a random hash function (the hashing ...
Hansen, Jonas Meinertz   +2 more
core  

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