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08/28/2023
An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation
Consistency regularization methods, such as R-Drop (Liang et al., 2021) ...
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06/12/2023
Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization
Multilingual sentence representations are the foundation for similarity-...
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05/12/2023
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization
The multilingual neural machine translation (NMT) model has a promising ...
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06/06/2022
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation
We introduce Bi-SimCut: a simple but effective training strategy to boos...
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09/08/2021
Mixup Decoding for Diverse Machine Translation
Diverse machine translation aims at generating various target language t...
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03/02/2021