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Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema


Apr 16, 2021
Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth


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ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities


Apr 05, 2021
Hongming Zhang, Xin Liu, Haojie Pan, Haowen Ke, Jiefu Ou, Tianqing Fang, Yangqiu Song


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Joint Coreference Resolution and Character Linking for Multiparty Conversation


Jan 28, 2021
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu

* EACL-2021 

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DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge


Jan 01, 2021
Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He

* 13 pages without references. 6 Figures 

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CoCoLM: COmplex COmmonsense Enhanced Language Model


Dec 31, 2020
Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng


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Unsupervised Label-aware Event Trigger and Argument Classification


Dec 30, 2020
Hongming Zhang, Haoyu Wang, Dan Roth


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Learning Contextual Causality from Time-consecutive Images


Dec 13, 2020
Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth


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Analogous Process Structure Induction for Sub-event Sequence Prediction


Oct 16, 2020
Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth

* Accepted by EMNLP 2020 

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Joint Constrained Learning for Event-Event Relation Extraction


Oct 13, 2020
Haoyu Wang, Muhao Chen, Hongming Zhang, Dan Roth

* EMNLP 2020 

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"What Are You Trying to Do?" Semantic Typing of Event Processes


Oct 13, 2020
Muhao Chen, Hongming Zhang, Haoyu Wang, Dan Roth

* CoNLL 2020 

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When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models


Oct 10, 2020
Changlong Yu, Jialong Han, Peifeng Wang, Yangqiu Song, Hongming Zhang, Wilfred Ng, Shuming Shi

* Accepted by EMNLP2020 Main Conference 

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A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution


Sep 27, 2020
Hongming Zhang, Xinran Zhao, Yangqiu Song


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RLzoo: A Comprehensive and Adaptive Reinforcement Learning Library


Sep 18, 2020
Zihan Ding, Tianyang Yu, Yanhua Huang, Hongming Zhang, Luo Mai, Hao Dong

* Paper under submission at Journal of Machine Learning Research-Open Source Software 

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Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations


Jun 21, 2020
Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng, Lifeng Shang

* Accepted by AKBC 2020 

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WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge


May 12, 2020
Hongming Zhang, Xinran Zhao, Yangqiu Song

* Accepted by ACL 2020 

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TransOMCS: From Linguistic Graphs to Commonsense Knowledge


May 01, 2020
Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth

* Accepted by IJCAI 2020 

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Multiplex Word Embeddings for Selectional Preference Acquisition


Jan 09, 2020
Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu

* emnlp-ijcnlp 2019 

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What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues


Sep 01, 2019
Xintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang

* 10 pages, 7 figures. Accepted by EMNLP 2019 

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Multilingual and Multi-Aspect Hate Speech Analysis


Aug 29, 2019
Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, Yangqiu Song, Dit-Yan Yeung


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Iterative Update and Unified Representation for Multi-Agent Reinforcement Learning


Aug 16, 2019
Jiancheng Long, Hongming Zhang, Tianyang Yu, Bo Xu


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Knowledge-aware Pronoun Coreference Resolution


Jul 08, 2019
Hongming Zhang, Yan Song, Yangqiu Song, Dong Yu

* Accepted by ACL 2019 

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Incorporating Context and External Knowledge for Pronoun Coreference Resolution


May 24, 2019
Hongming Zhang, Yan Song, Yangqiu Song

* Accepted by NAACL-HLT 2019 

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SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition


May 14, 2019
Hongming Zhang, Hantian Ding, Yangqiu Song

* Accepted by ACL 2019 

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ASER: A Large-scale Eventuality Knowledge Graph


May 01, 2019
Hongming Zhang, Xin Liu, Haojie Pan, Yangqiu Song, Cane Wing-Ki, Leung


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A Logarithmic Barrier Method For Proximal Policy Optimization


Dec 16, 2018
Cheng Zeng, Hongming Zhang

* 7 pages 

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