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Dan Roth

University of Pennsylvania

MultiOpEd: A Corpus of Multi-Perspective News Editorials


Jun 04, 2021
Siyi Liu, Sihao Chen, Xander Uyttendaele, Dan Roth


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Weighted Training for Cross-Task Learning


May 28, 2021
Shuxiao Chen, Koby Crammer, Hangfeng He, Dan Roth, Weijie J. Su

* 21 pages, 3 figures, 6 tables 

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Toward Code Generation: A Survey and Lessons from Semantic Parsing


Apr 26, 2021
Celine Lee, Justin Gottschlich, Dan Roth

* 12 pages, 6 figures 

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Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection


Apr 19, 2021
Sihao Chen, Fan Zhang, Kazoo Sone, Dan Roth

* NAACL'21 

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ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning


Apr 16, 2021
Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth, Nanyun Pen


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Learning to Reason for Text Generation from Scientific Tables


Apr 16, 2021
Nafise Sadat Moosavi, Andreas Rücklé, Dan Roth, Iryna Gurevych


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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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Paired Examples as Indirect Supervision in Latent Decision Models


Apr 05, 2021
Nitish Gupta, Sameer Singh, Matt Gardner, Dan Roth


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A Statistical Analysis of Summarization Evaluation Metrics using Resampling Methods


Mar 31, 2021
Daniel Deutsch, Rotem Dror, Dan Roth


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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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