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Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

Jan 06, 2021
Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant

* Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2021. Author's final version 

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Coreference Reasoning in Machine Reading Comprehension

Dec 31, 2020
Mingzhu Wu, Nafise Sadat Moosavi, Dan Roth, Iryna Gurevych


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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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What do we expect from Multiple-choice QA Systems?

Nov 20, 2020
Krunal Shah, Nitish Gupta, Dan Roth

* Findings of the Association for Computational Linguistics: EMNLP 2020 pg. 3547-3553 
* Findings of EMNLP 2020 

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Paired Representation Learning for Event and Entity Coreference

Oct 24, 2020
Xiaodong Yu, Wenpeng Yin, Dan Roth

* 9 pages, 2 figures 

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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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Understanding the Extent to which Summarization Evaluation Metrics Measure the Information Quality of Summaries

Oct 23, 2020
Daniel Deutsch, 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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Do Language Embeddings Capture Scales?

Oct 11, 2020
Xikun Zhang, Deepak Ramachandran, Ian Tenney, Yanai Elazar, Dan Roth

* Accepted at EMNLP Findings 2020 and EMNLP BlackboxNLP workshop 2020 

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"I'd rather just go to bed": Understanding Indirect Answers

Oct 07, 2020
Annie Louis, Dan Roth, Filip Radlinski

* 15 pages, 3 figures. To appear at the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020 

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Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior

Oct 05, 2020
Zi Lin, Jeremiah Zhe Liu, Zi Yang, Nan Hua, Dan Roth

* Findings of EMNLP 2020 

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Task-Oriented Dialogue as Dataflow Synthesis

Oct 02, 2020
Semantic Machines, Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov

* TACL 2020 

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Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary

Oct 01, 2020
Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth


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Visual Pivoting for (Unsupervised) Entity Alignment

Sep 28, 2020
Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier

* Preprint. 11 pages 

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From Spatial Relations to Spatial Configurations

Jul 19, 2020
Soham Dan, Parisa Kordjamshidi, Julia Bonn, Archna Bhatia, Jon Cai, Martha Palmer, Dan Roth

* LREC 2020 

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Understanding Spatial Relations through Multiple Modalities

Jul 19, 2020
Soham Dan, Hangfeng He, Dan Roth

* LREC 2020 

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SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics

Jul 10, 2020
Daniel Deutsch, Dan Roth


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Building Low-Resource NER Models Using Non-Speaker Annotation

Jun 17, 2020
Tatiana Tsygankova, Francesca Marini, Stephen Mayhew, 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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Incidental Supervision: Moving beyond Supervised Learning

May 25, 2020
Dan Roth

* 6 pages, 1 figure. Appeared in AAAI-17 

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Text Classification with Few Examples using Controlled Generalization

May 18, 2020
Abhijit Mahabal, Jason Baldridge, Burcu Karagol Ayan, Vincent Perot, Dan Roth

* Proceedings of NAACL-HLT 2019 

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Context-Based Quotation Recommendation

May 17, 2020
Ansel MacLaughlin, Tao Chen, Burcu Karagol Ayan, Dan Roth

* 11 pages, 2 figures 

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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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Design Challenges for Low-resource Cross-lingual Entity Linking

May 02, 2020
Xingyu Fu, Weijia Shi, Zian Zhao, Xiaodong Yu, Dan Roth


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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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