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Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors


May 25, 2022
Liyan Tang, Tanya Goyal, Alexander R. Fabbri, Philippe Laban, Jiacheng Xu, Semih Yahvuz, Wojciech Kryściński, Justin F. Rousseau, Greg Durrett

* 11 pages (15 with references and appendix), 4 figures, 8 Tables 

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SNaC: Coherence Error Detection for Narrative Summarization


May 19, 2022
Tanya Goyal, Junyi Jessy Li, Greg Durrett

* preprint 

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Generating Literal and Implied Subquestions to Fact-check Complex Claims


May 14, 2022
Jifan Chen, Aniruddh Sriram, Eunsol Choi, Greg Durrett


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The Unreliability of Explanations in Few-Shot In-Context Learning


May 06, 2022
Xi Ye, Greg Durrett


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Entity Cloze By Date: What LMs Know About Unseen Entities


May 05, 2022
Yasumasa Onoe, Michael J. Q. Zhang, Eunsol Choi, Greg Durrett

* NAACL 2022 Findings 

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Natural Language Deduction through Search over Statement Compositions


Jan 16, 2022
Kaj Bostrom, Zayne Sprague, Swarat Chaudhuri, Greg Durrett

* 10 pages, 4 figures 

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Massive-scale Decoding for Text Generation using Lattices


Dec 14, 2021
Jiacheng Xu, Greg Durrett

* 19 pages, 13 figures, see https://github.com/jiacheng-xu/lattice-generation 

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Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections


Nov 01, 2021
Wei-Jen Ko, Cutter Dalton, Mark Simmons, Eliza Fisher, Greg Durrett, Junyi Jessy Li


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Training Dynamics for Text Summarization Models


Oct 15, 2021
Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett

* preprint 

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Aspect-Oriented Summarization through Query-Focused Extraction


Oct 15, 2021
Ojas Ahuja, Jiacheng Xu, Akshay Gupta, Kevin Horecka, Greg Durrett


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