ngram-OAXE: Phrase-based order-agnostic cross entropy for non-autoregressive machine translation

Recently, a new training oaxe loss has proven effective to ameliorate the effect of multimodality for non-autoregressive translation (NAT), which removes the penalty of word order errors in the standard cross-entropy loss. Starting from the intuition that reordering generally occurs between phrases,...

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Main Authors: DU, Cunxiao, TU, Zhaopeng, WANG, Longyue, JIANG, Jing
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
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Online Access:https://ink.library.smu.edu.sg/sis_research/7616
https://ink.library.smu.edu.sg/context/sis_research/article/8619/viewcontent/2022.coling_1.446.pdf
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Institution: Singapore Management University
Language: English

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