Nearest Neighbor Machine Translation

Urvashi Khandelwal
Urvashi Khandelwal
Angela Fan
Angela Fan
Cited by: 0|Bibtex|Views16
Other Links: arxiv.org

Abstract:

We introduce $k$-nearest-neighbor machine translation ($k$NN-MT), which predicts tokens with a nearest neighbor classifier over a large datastore of cached examples, using representations from a neural translation model for similarity search. This approach requires no additional training and scales to give the decoder direct access to b...More

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