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Secoco: Self-Correcting Encoding for Neural Machine Translation


Aug 27, 2021
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong

* 6 pages, 2 figures, 3 tables 

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Language Tags Matter for Zero-Shot Neural Machine Translation


Jun 15, 2021
Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li

* 7 pages, 3 figures, Accepted by the Findings of ACL2021 

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Contrastive Learning for Many-to-many Multilingual Neural Machine Translation


Jun 09, 2021
Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li

* ACL2021 

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Learning Shared Semantic Space for Speech-to-Text Translation


Jun 03, 2021
Chi Han, Mingxuan Wang, Heng Ji, Lei Li

* 9 pages, 5 figures, Accepted by Findings of ACL 2021 

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Learning Language Specific Sub-network for Multilingual Machine Translation


May 19, 2021
Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li

* To appear at ACL2021 

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The Volctrans Neural Speech Translation System for IWSLT 2021


May 16, 2021
Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li


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Autocorrect in the Process of Translation -- Multi-task Learning Improves Dialogue Machine Translation


Apr 21, 2021
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong

* 8 pages, 3 figures, 7 tables 

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End-to-end Speech Translation via Cross-modal Progressive Training


Apr 21, 2021
Rong Ye, Mingxuan Wang, Lei Li


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Serial or Parallel? Plug-able Adapter for multilingual machine translation


Apr 16, 2021
Yaoming Zhu, Jiangtao Feng, Chengqi Zhao, Mingxuan Wang, Lei Li

* 13 pages 

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Auto Correcting in the Process of Translation -- Multi-task Learning Improves Dialogue Machine Translation


Mar 30, 2021
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong

* 8 pages, 3 figures, 7 tables 

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Finding Sparse Structure for Domain Specific Neural Machine Translation


Dec 19, 2020
Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li

* Accepted to AAAI 2021 

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NeurST: Neural Speech Translation Toolkit


Dec 18, 2020
Chengqi Zhao, Mingxuan Wang, Lei Li


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Reciprocal Supervised Learning Improves Neural Machine Translation


Dec 05, 2020
Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li


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On the Sentence Embeddings from Pre-trained Language Models


Nov 02, 2020
Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li

* EMNLP 2020 

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The Volctrans Machine Translation System for WMT20


Oct 28, 2020
Liwei Wu, Xiao Pan, Zehui Lin, Yaoming Zhu, Mingxuan Wang, Lei Li


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LightSeq: A High Performance Inference Library for Sequence Processing and Generation


Oct 28, 2020
Xiaohui Wang, Ying Xiong, Yang Wei, Mingxuan Wang, Lei Li

* 6 pages, 8 figures 

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Volctrans Parallel Corpus Filtering System for WMT 2020


Oct 27, 2020
Runxin Xu, Zhuo Zhi, Jun Cao, Mingxuan Wang, Lei Li

* WMT 2020 

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Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach


Oct 18, 2020
Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li


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Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information


Oct 07, 2020
Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li

* EMNLP 2020 

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SDST: Successive Decoding for Speech-to-text Translation


Sep 21, 2020
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li


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TED: Triple Supervision Decouples End-to-end Speech-to-text Translation


Sep 21, 2020
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li


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Generative Imagination Elevates Machine Translation


Sep 21, 2020
Quanyu Long, Mingxuan Wang, Lei Li


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Glancing Transformer for Non-Autoregressive Neural Machine Translation


Aug 18, 2020
Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li

* 11 pages, 3 figures, 4 tables 

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Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation


Jul 12, 2020
Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li

* Accepted to International Conference on Artificial Intelligence and Statistics 2020 

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Xiaomingbot: A Multilingual Robot News Reporter


Jul 12, 2020
Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li

* Accepted to ACL 2020 - system demonstration 

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Unsupervised Neural Machine Translation with Indirect Supervision


Apr 07, 2020
Hongxiao Bai, Mingxuan Wang, Hai Zhao, Lei Li


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Non-autoregressive Transformer by Position Learning


Nov 25, 2019
Yu Bao, Hao Zhou, Jiangtao Feng, Mingxuan Wang, Shujian Huang, Jiajun Chen, Lei LI


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Towards Making the Most of BERT in Neural Machine Translation


Aug 30, 2019
Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Yong Yu, Weinan Zhang, Lei Li


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