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FOLIO: Natural Language Reasoning with First-Order Logic


Sep 02, 2022
Simeng Han, Hailey Schoelkopf, Yilun Zhao, Zhenting Qi, Martin Riddell, Luke Benson, Lucy Sun, Ekaterina Zubova, Yujie Qiao, Matthew Burtell, David Peng, Jonathan Fan, Yixin Liu, Brian Wong, Malcolm Sailor, Ansong Ni, Linyong Nan, Jungo Kasai, Tao Yu, Rui Zhang, Shafiq Joty, Alexander R. Fabbri, Wojciech Kryscinski, Xi Victoria Lin, Caiming Xiong, Dragomir Radev


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Generating Negative Samples for Sequential Recommendation


Aug 07, 2022
Yongjun Chen, Jia Li, Zhiwei Liu, Nitish Shirish Keskar, Huan Wang, Julian McAuley, Caiming Xiong


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BigIssue: A Realistic Bug Localization Benchmark


Jul 21, 2022
Paul Kassianik, Erik Nijkamp, Bo Pang, Yingbo Zhou, Caiming Xiong


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Policy Optimization for Markov Games: Unified Framework and Faster Convergence


Jun 06, 2022
Runyu Zhang, Qinghua Liu, Huan Wang, Caiming Xiong, Na Li, Yu Bai


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MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation


May 31, 2022
Wenzhuo Yang, Jia Li, Caiming Xiong, Steven C. H. Hoi

* 9 pages, 2 figures 

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Modeling Multi-hop Question Answering as Single Sequence Prediction


May 18, 2022
Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Nitish Shirish Keskar, Caiming Xiong

* ACL 2022 

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OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval


May 17, 2022
Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong

* Accepted to Findings of ACL 2022 

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Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets


May 13, 2022
Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong


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Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation


May 03, 2022
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Wenhao Liu, Caiming Xiong

* Accepted at NAACL 2022 Special HCI Theme (Findings, short paper), 10 pages, 6 figures 

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Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework


Apr 27, 2022
Shu Zhang, Ran Xu, Caiming Xiong, Chetan Ramaiah

* Accepted by CVPR, 2022 

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