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Improving Task Generalization via Unified Schema Prompt


Aug 05, 2022
Wanjun Zhong, Yifan Gao, Ning Ding, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan


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ProQA: Structural Prompt-based Pre-training for Unified Question Answering


May 09, 2022
Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

* NAACL 2022 

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Graph Neural Networks with Dynamic and Static Representations for Social Recommendation


Jan 31, 2022
Junfa Lin, Siyuan Chen, Jiahai Wang

* 17 pages, 4 figures. Extended version of paper accepted by DASFAA 2022 

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Reasoning over Hybrid Chain for Table-and-Text Open Domain QA


Jan 15, 2022
Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan


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MODRL/D-EL: Multiobjective Deep Reinforcement Learning with Evolutionary Learning for Multiobjective Optimization


Jul 16, 2021
Yongxin Zhang, Jiahai Wang, Zizhen Zhang, Yalan Zhou


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Topic-to-Essay Generation with Comprehensive Knowledge Enhancement


Jun 29, 2021
Zhiyue Liu, Jiahai Wang, Zhenghong Li

* 20 pages 

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Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems


May 06, 2021
Zizhen Zhang, Zhiyuan Wu, Jiahai Wang


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AR-LSAT: Investigating Analytical Reasoning of Text


Apr 15, 2021
Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan

* 13 pages, 5 figures 

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Scale-free Network-based Differential Evolution


Jan 27, 2021
Yang Yu, Shangce Gao, MengChu Zhou, Yirui Wang, Zhenyu Lei, Tengfei Zhang, Jiahai Wang


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