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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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Imitation Learning for Non-Autoregressive Neural Machine Translation

Jul 18, 2019
Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Jun Xie, Xu Sun

* Accepted by ACL 2019. arXiv admin note: text overlap with arXiv:1902.10245, arXiv:1812.09664 by other authors 

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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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Deep Neural Machine Translation with Linear Associative Unit

May 02, 2017
Mingxuan Wang, Zhengdong Lu, Jie Zhou, Qun Liu

* 10 pages, ACL 2017 

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Memory-enhanced Decoder for Neural Machine Translation

Jun 07, 2016
Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu

* 11 pages 

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Syntax-based Deep Matching of Short Texts

Jun 12, 2015
Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu

* Accepted by IJCAI-2015 as full paper 

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Encoding Source Language with Convolutional Neural Network for Machine Translation

Jun 08, 2015
Fandong Meng, Zhengdong Lu, Mingxuan Wang, Hang Li, Wenbin Jiang, Qun Liu

* Accepted as a full paper at ACL 2015 

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$gen$CNN: A Convolutional Architecture for Word Sequence Prediction

Apr 24, 2015
Mingxuan Wang, Zhengdong Lu, Hang Li, Wenbin Jiang, Qun Liu

* Accepted by ACL as full paper(oral) 

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