Hash Embeddings for Efficient Word Representations

Dan Svenstrup, Jonas Meinertz Hansen, Ole Winther

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 embeddi…