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"My nose is running.""Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics


May 02, 2022
Wenge Liu, Yi Cheng, Hao Wang, Jianheng Tang, Yafei Liu, Ruihui Zhao, Wenjie Li, Yefeng Zheng, Xiaodan Liang

* Accepted by IJCAI 2022 

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Tell Me How to Survey: Literature Review Made Simple with Automatic Reading Path Generation


Oct 14, 2021
Jiayuan Ding, Tong Xiang, Zijing Ou, Wangyang Zuo, Ruihui Zhao, Chenghua Lin, Yefeng Zheng, Bang Liu

* 16 pages, 12 figures 

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Refining BERT Embeddings for Document Hashing via Mutual Information Maximization


Sep 07, 2021
Zijing Ou, Qinliang Su, Jianxing Yu, Ruihui Zhao, Yefeng Zheng, Bang Liu


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Prototypical Graph Contrastive Learning


Jun 17, 2021
Shuai Lin, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng, Liang Lin, Eric Xing, Xiaodan Liang


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Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval


May 27, 2021
Zijing Ou, Qinliang Su, Jianxing Yu, Bang Liu, Jingwen Wang, Ruihui Zhao, Changyou Chen, Yefeng Zheng

* ACL2021 

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Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting


May 25, 2021
Yi Cheng, Siyao Li, Bang Liu, Ruihui Zhao, Sujian Li, Chenghua Lin, Yefeng Zheng

* Accepted by ACL 2021 (long paper) 

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Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management


Apr 10, 2021
Zhengxu Hou, Bang Liu, Ruihui Zhao, Zijing Ou, Yafei Liu, Xi Chen, Yefeng Zheng

* NAACL 2021 
* 9 pages 

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Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion


Jan 27, 2021
Suyuchen Wang, Ruihui Zhao, Xi Chen, Yefeng Zheng, Bang Liu

* 12 pages, 6 figures. To appear in The Web Conference (WWW) 2021 

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