Publications by authors named "Byron Wallace"

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Caught in the Web of Words: Do LLMs Fall for Spin in Medical Literature?
Hye Sun Yun, Karen Y C Zhang, Ramez Kouzy, Iain J Marshall, Junyi Jessy Li, Byron C Wallace

Proc Mach Learn Res· June 2025

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Artificial intelligence in food and nutrition evidence: The challenges and opportunities.
Regan L Bailey, Amanda J MacFarlane, Martha S Field, Ilias Tagkopoulos, Sergio E Baranzini, Byron C Wallace

PNAS Nexus· December 2024

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: a large language model that generates search queries for systematic reviews.
Gaelen P Adam, Jay DeYoung, Alice Paul, Ian J Saldanha, Ethan M Balk, Byron C Wallace

JAMIA Open· October 2024

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Do Multi-Document Summarization Models ?
Jay DeYoung, Stephanie C Martinez, Iain J Marshall, Byron C Wallace

Trans Assoc Comput Linguist· September 2024

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Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models.
Hye Sun Yun, David Pogrebitskiy, Iain J Marshall, Byron C Wallace

Proc Mach Learn Res· August 2024

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Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges.
Hiba Ahsan, Denis Jered McInerney, Jisoo Kim, Christopher Potter, Geoffrey Young, Byron C Wallace

Proc Mach Learn Res· June 2024

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Towards Reducing Diagnostic Errors with Interpretable Risk Prediction.
Denis Jered McInerney, William Dickinson, Lucy C Flynn, Andrea C Young, Geoffrey S Young, Byron C Wallace

Proc Conf· June 2024

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Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness.
Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Byron C Wallace

J Biomed Inform· May 2024

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Question answering systems for health professionals at the point of care-a systematic review.
Gregory Kell, Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Byron C Wallace

J Am Med Inform Assoc· April 2024

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Leveraging Generative AI for Clinical Evidence Synthesis Needs to Ensure Trustworthiness.
Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Byron C Wallace

ArXiv· April 2024

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Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs.
Somin Wadhwa, Jay DeYoung, Benjamin Nye, Silvio Amir, Byron C Wallace

Proc Mach Learn Res· August 2023

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Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations.
Lucy Lu Wang, Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey E Kuehl, Byron C Wallace

Proc Conf Assoc Comput Linguist Meet· July 2023

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Summarizing, Simplifying, and Synthesizing Medical Evidence Using GPT-3 (with Varying Success).
Chantal Shaib, Millicent L Li, Sebastian Joseph, Iain J Marshall, Junyi Jessy Li, Byron C Wallace

Proc Conf Assoc Comput Linguist Meet· July 2023

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Revisiting Relation Extraction in the era of Large Language Models.
Somin Wadhwa, Silvio Amir, Byron C Wallace

Proc Conf Assoc Comput Linguist Meet· July 2023

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Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges.
Sanjana Ramprasad, Iain J Marshall, Denis Jered McInerney, Byron C Wallace

Proc Conf Assoc Comput Linguist Meet· May 2023

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In a pilot study, automated real-time systematic review updates were feasible, accurate, and work-saving.
Iain J Marshall, Thomas A Trikalinos, Frank Soboczenski, Hye Sun Yun, Gregory Kell, Byron C Wallace

J Clin Epidemiol· January 2023

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That's the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data.
Denis Jered McInerney, Geoffrey Young, Jan-Willem van de Meent, Byron C Wallace

Proc Conf Empir Methods Nat Lang Process· December 2022

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Self-Repetition in Abstractive Neural Summarizers.
Nikita Salkar, Thomas Trikalinos, Byron C Wallace, Ani Nenkova

Proc Conf Assoc Comput Linguist Meet· November 2022

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Accuracy and Efficiency of Machine Learning-Assisted Risk-of-Bias Assessments in "Real-World" Systematic Reviews : A Noninferiority Randomized Controlled Trial.
Anneliese Arno, James Thomas, Byron Wallace, Iain J Marshall, Joanne E McKenzie

Ann Intern Med· July 2022

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Evaluating Factuality in Text Simplification.
Ashwin Devaraj, William Sheffield, Byron C Wallace, Junyi Jessy Li

Proc Conf Assoc Comput Linguist Meet· May 2022

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Semi-automated Tools for Systematic Searches.
Gaelen P Adam, Byron C Wallace, Thomas A Trikalinos

Methods Mol Biol· January 2022

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What Would it Take to get Biomedical QA Systems into Practice?
Gregory Kell, Iain J Marshall, Byron C Wallace, André Jaun

Proc Conf Empir Methods Nat Lang Process· November 2021

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Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations.
Benjamin E Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain J Marshall, Byron C Wallace

AMIA Jt Summits Transl Sci Proc· September 2021

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Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization.
Byron C Wallace, Sayantan Saha, Frank Soboczenski, Iain J Marshall

AMIA Jt Summits Transl Sci Proc· September 2021

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Paragraph-level Simplification of Medical Texts.
Ashwin Devaraj, Byron C Wallace, Iain J Marshall, Junyi Jessy Li

Proc Conf· June 2021

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