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Generating Scientific Claims for Zero-Shot Scientific Fact Checking


Mar 24, 2022
Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Lu Wang

* Accepted to ACL 2022; 13 pages, 3 figures, 8 tables 

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Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing


Feb 28, 2022
Tal August, Lucy Lu Wang, Jonathan Bragg, Marti A. Hearst, Andrew Head, Kyle Lo

* 39 pages, 10 figures 

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LongChecker: Improving scientific claim verification by modeling full-abstract context


Dec 02, 2021
David Wadden, Kyle Lo, Lucy Lu Wang, Arman Cohan, Iz Beltagy, Hannaneh Hajishirzi

* Preprint - work in progress. 9 pages 

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Literature-Augmented Clinical Outcome Prediction


Nov 16, 2021
Aakanksha Naik, Sravanthi Parasa, Sergey Feldman, Lucy Lu Wang, Tom Hope


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Incorporating Visual Layout Structures for Scientific Text Classification


Jun 21, 2021
Zejiang Shen, Kyle Lo, Lucy Lu Wang, Bailey Kuehl, Daniel S. Weld, Doug Downey

* 13 pages, 4 figures, 6 tables 

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Searching for Scientific Evidence in a Pandemic: An Overview of TREC-COVID


Apr 19, 2021
Kirk Roberts, Tasmeer Alam, Steven Bedrick, Dina Demner-Fushman, Kyle Lo, Ian Soboroff, Ellen Voorhees, Lucy Lu Wang, William R Hersh


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MS2: Multi-Document Summarization of Medical Studies


Apr 15, 2021
Jay DeYoung, Iz Beltagy, Madeleine van Zuylen, Bailey Kuehl, Lucy Lu Wang

* 8 pages of content, 20 pages including references and appendix. See https://github.com/allenai/ms2/ for code, https://ai2-s2-ms2.s3-us-west-2.amazonaws.com/ms_data_2021-04-12.zip for data (1.8G, zipped) 

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MedICaT: A Dataset of Medical Images, Captions, and Textual References


Oct 12, 2020
Sanjay Subramanian, Lucy Lu Wang, Sachin Mehta, Ben Bogin, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi

* EMNLP-Findings 2020 

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Fact or Fiction: Verifying Scientific Claims


May 01, 2020
David Wadden, Kyle Lo, Lucy Lu Wang, Shanchuan Lin, Madeleine van Zuylen, Arman Cohan, Hannaneh Hajishirzi

* 16 pages (including appendices), 10 figures, 7 tables. GitHub: https://github.com/allenai/scifact 

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