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On the Anomalous Generalization of GANs


Oct 06, 2019
Jinchen Xuan, Yunchang Yang, Ze Yang, Di He, Liwei Wang

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Hint-Based Training for Non-Autoregressive Machine Translation


Sep 15, 2019
Zhuohan Li, Zi Lin, Di He, Fei Tian, Tao Qin, Liwei Wang, Tie-Yan Liu

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* EMNLP-IJCNLP 2019 

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Multilingual Neural Machine Translation with Language Clustering


Aug 25, 2019
Xu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, Tie-Yan Liu

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* Accepted by EMNLP 2019 

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Representation Degeneration Problem in Training Natural Language Generation Models


Jul 28, 2019
Jun Gao, Di He, Xu Tan, Tao Qin, Liwei Wang, Tie-Yan Liu

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* ICLR 2019 

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Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View


Jun 06, 2019
Yiping Lu, Zhuohan Li, Di He, Zhiqing Sun, Bin Dong, Tao Qin, Liwei Wang, Tie-Yan Liu

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Adversarially Robust Generalization Just Requires More Unlabeled Data


Jun 03, 2019
Runtian Zhai, Tianle Cai, Di He, Chen Dan, Kun He, John Hopcroft, Liwei Wang

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* 16 pages. Submitted to NeurIPS 2019 

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A Gram-Gauss-Newton Method Learning Overparameterized Deep Neural Networks for Regression Problems


May 28, 2019
Tianle Cai, Ruiqi Gao, Jikai Hou, Siyu Chen, Dong Wang, Di He, Zhihua Zhang, Liwei Wang

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* Submitted to NeurIPS 2019 

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Multilingual Neural Machine Translation with Knowledge Distillation


Feb 28, 2019
Xu Tan, Yi Ren, Di He, Tao Qin, Zhou Zhao, Tie-Yan Liu

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* Accepted by ICLR 2019 

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Non-Autoregressive Machine Translation with Auxiliary Regularization


Feb 22, 2019
Yiren Wang, Fei Tian, Di He, Tao Qin, ChengXiang Zhai, Tie-Yan Liu

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* AAAI 2019 

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