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Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System


Jul 24, 2022
Chang Tian, Wenpeng Yin, Marie-Francine Moens

* NAACL Findings 2022, see https://aclanthology.org/2022.findings-naacl.43 

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Converse: A Tree-Based Modular Task-Oriented Dialogue System


Mar 30, 2022
Tian Xie, Xinyi Yang, Angela S. Lin, Feihong Wu, Kazuma Hashimoto, Jin Qu, Young Mo Kang, Wenpeng Yin, Huan Wang, Semih Yavuz, Gang Wu, Michael Jones, Richard Socher, Yingbo Zhou, Wenhao Liu, Caiming Xiong


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ConTinTin: Continual Learning from Task Instructions


Mar 18, 2022
Wenpeng Yin, Jia Li, Caiming Xiong

* ACL'2022 camera-ready 

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Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference


Feb 12, 2022
Bangzheng Li, Wenpeng Yin, Muhao Chen

* Accepted to TACL. The arXiv version is a pre-MIT Press publication version 

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Event Linking: Grounding Event Mentions to Wikipedia


Dec 15, 2021
Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth

* 9 pages, 9 tables, 1 figure 

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Combining Data-driven Supervision with Human-in-the-loop Feedback for Entity Resolution


Nov 20, 2021
Wenpeng Yin, Shelby Heinecke, Jia Li, Nitish Shirish Keskar, Michael Jones, Shouzhong Shi, Stanislav Georgiev, Kurt Milich, Joseph Esposito, Caiming Xiong

* Camera-ready for Data-Centric AI Workshop at NeurIPS 2021 

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DocNLI: A Large-scale Dataset for Document-level Natural Language Inference


Jun 17, 2021
Wenpeng Yin, Dragomir Radev, Caiming Xiong

* ACL'21 Findings Camera-ready 

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Learning to Synthesize Data for Semantic Parsing


Apr 27, 2021
Bailin Wang, Wenpeng Yin, Xi Victoria Lin, Caiming Xiong

* NAACL 2021 short paper, fixed citation issue 

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Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System


Apr 24, 2021
Congying Xia, Wenpeng Yin, Yihao Feng, Philip Yu

* 10 pages, accepted to NAACL 2021 

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