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Rephrasing the Reference for Non-autoregressive Machine Translation

Rephrasing the Reference for Non-autoregressive Machine Translation

Non-autoregressive neural machine translation (NAT) models suffer from the multi-modality problem that there may exist multiple possible translations of a source sentence, so the reference sentence may be inappropriate for the training when the NAT output is closer to other translations. In response to this problem, we introduce a rephraser …