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A Template-based Method for Constrained Neural Machine Translation


May 23, 2022
Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu

* 14 pages, 4 figures 

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Understanding and Mitigating the Uncertainty in Zero-Shot Translation


May 20, 2022
Wenxuan Wang, Wenxiang Jiao, Shuo Wang, Zhaopeng Tu, Michael R. Lyu

* work in progress 

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Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation


Mar 23, 2022
Zhiwei He, Xing Wang, Rui Wang, Shuming Shi, Zhaopeng Tu

* 13 pages, ACL 2022 

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Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation


Mar 16, 2022
Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael Lyu

* Accepted by ACL 2022 main conference 

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On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation


Oct 05, 2021
Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu

* Accepted to Findings of EMNLP 2021 

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On the Copying Behaviors of Pre-Training for Neural Machine Translation


Jul 17, 2021
Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu

* Accepted to Findings of ACL 2021 

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Language Models are Good Translators


Jun 25, 2021
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu

* 12 pages. Work in progress. An earlier verison of this manuscript is under review 

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Progressive Multi-Granularity Training for Non-Autoregressive Translation


Jun 11, 2021
Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu

* ACL 2021, Short Findings 

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Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation


Jun 09, 2021
Cunxiao Du, Zhaopeng Tu, Jing Jiang

* ICML 2021 (Oral), Code at https://github.com/tencent-ailab/ICML21_OAXE 

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