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LightSeq2: Accelerated Training for Transformer-based Models on GPUs


Oct 27, 2021
Xiaohui Wang, Ying Xiong, Xian Qian, Yang Wei, Lei Li, Mingxuan Wang

* 12 pages, 17 figures 

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LightSeq: Accelerated Training for Transformer-based Models on GPUs


Oct 12, 2021
Xiaohui Wang, Ying Xiong, Xian Qian, Yang Wei, Lei Li, Mingxuan Wang

* 12 pages, 17 figures 

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The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21


Sep 24, 2021
Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou

* 10 pages, 5 figures, WMT2021 

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Learning Kernel-Smoothed Machine Translation with Retrieved Examples


Sep 21, 2021
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li

* EMNLP 2021 

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UniST: Unified End-to-end Model for Streaming and Non-streaming Speech Translation


Sep 15, 2021
Qianqian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li


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Multilingual Translation via Grafting Pre-trained Language Models


Sep 11, 2021
Zewei Sun, Mingxuan Wang, Lei Li

* Accepted in EMNLP 2021 (Findings) 

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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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