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Relational Surrogate Loss Learning



Tao Huang , Zekang Li , Hua Lu , Yong Shan , Shusheng Yang , Yang Feng , Fei Wang , Shan You , Chang Xu

* Accepted to ICLR 2022 

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Mental Health Assessment for the Chatbots



Yong Shan , Jinchao Zhang , Zekang Li , Yang Feng , Jie Zhou

* Work in progress 

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Modeling Coverage for Non-Autoregressive Neural Machine Translation



Yong Shan , Yang Feng , Chenze Shao

* Accepted by the 2021 International Joint Conference on Neural Networks (IJCNN 2021) 

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A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking



Yong Shan , Zekang Li , Jinchao Zhang , Fandong Meng , Yang Feng , Cheng Niu , Jie Zhou

* Accepted as a long paper at ACL 2020. Code is available at https://github.com/ictnlp/CHAN-DST 

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Improving Bidirectional Decoding with Dynamic Target Semantics in Neural Machine Translation



Yong Shan , Yang Feng , Jinchao Zhang , Fandong Meng , Wen Zhang


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