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Tagged Back-Translation #2

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tm4roon opened this issue Oct 11, 2019 · 0 comments
Open

Tagged Back-Translation #2

tm4roon opened this issue Oct 11, 2019 · 0 comments
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Data Augmentation Data Augmentation Machine Translation Machine Translation
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tm4roon commented Oct 11, 2019

Tagged Back-Translation

文頭に逆翻訳によって生成されたことを明示する＜BT＞というタグを挿入し、学習データに追加するTagged Back-Translationを提案。従来のNoised Back-Translation (逆翻訳後に単語の並び替えや削除・マスクを行う手法)に比べて、提案手法によりWMT English-Romanian, English-GermanにおいてSoTAを達成。

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@tm4roon tm4roon added the Machine Translation Machine Translation label Oct 11, 2019
@tm4roon tm4roon added this to 2019 in Workshop Oct 11, 2019
@tm4roon tm4roon added the Data Augmentation Data Augmentation label Oct 11, 2019
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