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Temporal Reasoning on Implicit Events from Distant Supervision

Oct 24, 2020
Ben Zhou, Kyle Richardson, Qiang Ning, Tushar Khot, Ashish Sabharwal, Dan Roth


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Learnability with Indirect Supervision Signals

Jun 15, 2020
Kaifu Wang, Qiang Ning, Dan Roth


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Foreshadowing the Benefits of Incidental Supervision

Jun 09, 2020
Hangfeng He, Mingyuan Zhang, Qiang Ning, Dan Roth


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Temporal Common Sense Acquisition with Minimal Supervision

May 08, 2020
Ben Zhou, Qiang Ning, Daniel Khashabi, Dan Roth

* Accepted by ACL 2020 

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TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

May 01, 2020
Qiang Ning, Hao Wu, Rujun Han, Nanyun Peng, Matt Gardner, Dan Roth

* 15 pages (incl. 4 pages in the appendix) 

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Evaluating NLP Models via Contrast Sets

Apr 06, 2020
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou


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"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding

Sep 06, 2019
Ben Zhou, Daniel Khashabi, Qiang Ning, Dan Roth

* EMNLP 2019 (short paper). arXiv admin note: text overlap with arXiv:1908.04926 

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Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction

Sep 02, 2019
Rujun Han, Qiang Ning, Nanyun Peng

* This paper will be published in EMNLP 2019 

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An Improved Neural Baseline for Temporal Relation Extraction

Sep 01, 2019
Qiang Ning, Sanjay Subramanian, Dan Roth

* This short paper is accepted to EMNLP 2019; appendix included 

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Incidental Supervision from Question-Answering Signals

Sep 01, 2019
Hangfeng He, Qiang Ning, Dan Roth


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A Structured Learning Approach to Temporal Relation Extraction

Jun 12, 2019
Qiang Ning, Zhili Feng, Dan Roth

* Long paper appeared in EMNLP'17. 11 pages and 4 figures 

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Joint Reasoning for Temporal and Causal Relations

Jun 12, 2019
Qiang Ning, Zhili Feng, Hao Wu, Dan Roth

* Long paper appeared in ACL'18. 11 pages and 1 figure 

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CogCompTime: A Tool for Understanding Time in Natural Language Text

Jun 12, 2019
Qiang Ning, Ben Zhou, Zhili Feng, Haoruo Peng, Dan Roth

* Demo paper appeared in EMNLP'18. 6 pages and 3 figures 

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Partial Or Complete, That's The Question

Jun 12, 2019
Qiang Ning, Hangfeng He, Chuchu Fan, Dan Roth

* Long paper accepted by NAACL'19. 11 pages and 7 figures 

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A Multi-Axis Annotation Scheme for Event Temporal Relations

May 14, 2018
Qiang Ning, Hao Wu, Dan Roth

* [Final Version] 14 pages, accepted by ACL'18 

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Exploiting Partially Annotated Data for Temporal Relation Extraction

Apr 25, 2018
Qiang Ning, Zhongzhi Yu, Chuchu Fan, Dan Roth

* [Final Version] short paper accepted by *SEM'18 

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Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource

Apr 17, 2018
Qiang Ning, Hao Wu, Haoruo Peng, Dan Roth

* 13 pages, 3 figures, accepted by NAACL'18 

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