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Byron C. Wallace
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USB: A Unified Summarization Benchmark Across Tasks and Domains


May 23, 2023
Kundan Krishna, Prakhar Gupta, Sanjana Ramprasad, Byron C. Wallace, Jeffrey P. Bigham, Zachary C. Lipton

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Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations


May 23, 2023
Lucy Lu Wang, Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey E. Kuehl, Erin Bransom, Byron C. Wallace

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* ACL 2023; Github: https://github.com/allenai/mslr-annotated-dataset 
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Multilingual Simplification of Medical Texts


May 23, 2023
Sebastian Joseph, Kathryn Kazanas, Keziah Reina, Vishnesh J. Ramanathan, Wei Xu, Byron C. Wallace, Junyi Jessy Li

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Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews


May 22, 2023
Hye Sun Yun, Iain J. Marshall, Thomas Trikalinos, Byron C. Wallace

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* 34 pages, 3 figures, 7 tables 
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Summarizing, Simplifying, and Synthesizing Medical Evidence Using GPT-3 (with Varying Success)


May 11, 2023
Chantal Shaib, Millicent L. Li, Sebastian Joseph, Iain J. Marshall, Junyi Jessy Li, Byron C. Wallace

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* Accepted short paper to ACL 2023 
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Revisiting Relation Extraction in the era of Large Language Models


May 08, 2023
Somin Wadhwa, Silvio Amir, Byron C. Wallace

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* Accepted to ACL 2023 
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Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs


May 05, 2023
Somin Wadhwa, Jay DeYoung, Benjamin Nye, Silvio Amir, Byron C. Wallace

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* Under Review 
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Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges


Mar 07, 2023
Sanjana Ramprasad, Denis Jered McInerney, Iain J. Marshal, Byron C. Wallace

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CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models


Feb 23, 2023
Denis Jered McInerney, Geoffrey Young, Jan-Willem van de Meent, Byron C. Wallace

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NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization


Feb 11, 2023
Junru Lu, Jiazheng Li, Byron C. Wallace, Yulan He, Gabriele Pergola

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* Findings of EACL 2023 
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