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Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions


Nov 04, 2022
Shuhao Gu, Bojie Hu, Yang Feng

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* EMNLP 2022 Main Conference Long Paper 

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Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mappings


Oct 28, 2022
Shuhao Gu, Yang Feng

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* EMNLP 2022 Long Findings 

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Importance-based Neuron Allocation for Multilingual Neural Machine Translation


Jul 14, 2021
Wanying Xie, Yang Feng, Shuhao Gu, Dong Yu

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* ACL 2021 

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Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation


Jun 12, 2021
Yang Feng, Shuhao Gu, Dengji Guo, Zhengxin Yang, Chenze Shao

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* Accepted by ACL-IJCNLP 2021 main conference 

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Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation


Apr 14, 2021
Shuhao Gu, Yang Feng, Wanying Xie

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* NAACL 2021 long paper 

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Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation


Nov 03, 2020
Shuhao Gu, Yang Feng

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* Coling2020 long paper 

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Token-level Adaptive Training for Neural Machine Translation


Oct 09, 2020
Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu

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* 12 pages; Accepted by EMNLP 2020 

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Modeling Fluency and Faithfulness for Diverse Neural Machine Translation


Nov 30, 2019
Yang Feng, Wanying Xie, Shuhao Gu, Chenze Shao, Wen Zhang, Zhengxin Yang, Dong Yu

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Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation


Sep 02, 2019
Zhengxin Yang, Jinchao Zhang, Fandong Meng, Shuhao Gu, Yang Feng, Jie Zhou

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* 11 pages, 7 figures, 2019 Conference on Empirical Methods in Natural Language Processing 

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