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MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators


Oct 13, 2021
Zhixing Tan, Xiangwen Zhang, Shuo Wang, Yang Liu

* Work in progress 

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GraphPiece: Efficiently Generating High-Quality Molecular Graph with Substructures


Jun 29, 2021
Xiangzhe Kong, Zhixing Tan, Yang Liu

* 15 pages, 9 figures, under review 

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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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CPM-2: Large-scale Cost-effective Pre-trained Language Models


Jun 24, 2021
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun


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On the Language Coverage Bias for Neural Machine Translation


Jun 07, 2021
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu

* ACL 2021, Long Findings 

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Dynamic Multi-Branch Layers for On-Device Neural Machine Translation


May 14, 2021
Zhixing Tan, Maosong Sun, Yang Liu


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Neural Machine Translation: A Review of Methods, Resources, and Tools


Dec 31, 2020
Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu

* Accepted by AI Open 

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Modeling Voting for System Combination in Machine Translation


Jul 14, 2020
Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu

* Accepted by main track of IJCAI2020;SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved. https://www.ijcai.org/Proceedings/2020/511 

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Towards Linear Time Neural Machine Translation with Capsule Networks


Nov 01, 2018
Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi xiong, Chao bian


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Deep Semantic Role Labeling with Self-Attention


Dec 05, 2017
Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen, Xiaodong Shi

* Accepted by AAAI-2018 

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Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation


Dec 09, 2016
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu


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