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Iz Beltagy

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Staged Training for Transformer Language Models

Mar 11, 2022
Sheng Shen, Pete Walsh, Kurt Keutzer, Jesse Dodge, Matthew Peters, Iz Beltagy

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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

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Few-Shot Self-Rationalization with Natural Language Prompts

Nov 16, 2021
Ana Marasović, Iz Beltagy, Doug Downey, Matthew E. Peters

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PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization

Oct 16, 2021
Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan

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FLEX: Unifying Evaluation for Few-Shot NLP

Jul 15, 2021
Jonathan Bragg, Arman Cohan, Kyle Lo, Iz Beltagy

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Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study

Jun 17, 2021
Rahul Nadkarni, David Wadden, Iz Beltagy, Noah A. Smith, Hannaneh Hajishirzi, Tom Hope

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A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers

May 07, 2021
Pradeep Dasigi, Kyle Lo, Iz Beltagy, Arman Cohan, Noah A. Smith, Matt Gardner

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SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts

Apr 18, 2021
Arie Cattan, Sophie Johnson, Daniel Weld, Ido Dagan, Iz Beltagy, Doug Downey, Tom Hope

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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

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Cross-Document Language Modeling

Jan 02, 2021
Avi Caciularu, Arman Cohan, Iz Beltagy, Matthew E. Peters, Arie Cattan, Ido Dagan

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