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Systematic Reviews|July 13, 2019
Toward systematic review automation: a practical guide to using machine learning tools in research synthesisIain J Marshall, Byron C WallaceJournal of the American Medical Informatics Association : JAMIA|June 25, 2015
RobotReviewer: evaluation of a system for automatically assessing bias in clinical trialsIain J Marshall, Joël Kuiper, Byron C WallaceIEEE Journal of Biomedical and Health Informatics|May 13, 2015
Automating risk of bias assessment for clinical trialsIain J Marshall, Joël Kuiper, Byron C WallaceProceedings of the Conference. Association for Computational Linguistics. Meeting|November 3, 2017
Automating Biomedical Evidence Synthesis: RobotReviewerIain J Marshall, Joël Kuiper, Edward Banner, et al.AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|August 30, 2021
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document SummarizationByron C Wallace, Sayantan Saha, Frank Soboczenski, et al.Proceedings of the Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing|June 6, 2022
What Would it Take to get Biomedical QA Systems into Practice?Gregory Kell, Iain J Marshall, Byron C Wallace, et al.Proceedings of Machine Learning Research|September 22, 2025
Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language ModelsHye Sun Yun, David Pogrebitskiy, Iain J Marshall, et al.Proceedings of the Conference. Association for Computational Linguistics. Meeting|July 24, 2023
Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current ChallengesSanjana Ramprasad, Iain J Marshall, Denis Jered McInerney, et al.Proceedings of the Conference. Association for Computational Linguistics. North American Chapter. Meeting|June 6, 2022
Paragraph-level Simplification of Medical TextsAshwin Devaraj, Byron C Wallace, Iain J Marshall, et al.Transactions of the Association for Computational Linguistics|July 31, 2025
Do Multi-Document Summarization Models <i>Synthesize</i>?Jay DeYoung, Stephanie C Martinez, Iain J Marshall, et al.Pageof 10