Six Challenges for Neural Machine Translation

Koehn, P., & Knowles, R. (2017). Six Challenges for Neural Machine Translation. Proceedings of the First Workshop on Neural Machine Translation, 28-39.

Type

Conference paper

Intellectual base

Primary research

Year

2017

Pages

28-39

DOI

10.18653/v1/w17-3204

DOI registrant

Association for Computational Linguistics

Link

https://doi.org/10.18653/v1/W17-3204

Cited by

1 citation across 1 artifact.

Mechanisms

• Beam Search
  • A known wrinkle appears too: past a point, widening the beam can make output worse, because the highest-scoring long sequence under the model is not always the best one

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