Learning to Compute Word Embeddings On the Fly

Dzmitry BahdanauTom BoscStanisław JastrzębskiEdward GrefenstettePascal VincentYoshua Bengio

   Papers with code   Abstract  PDF

Words in natural language follow a Zipfian distribution whereby some words are frequent but most are rare. Learning representations for words in the "long tail" of this distribution requires enormous amounts of data... (read more)

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