Can NLP models detect when one publication outweighs twenty? Predicting systematic review conclusion changes

Alharbi, E. and Stevenson, M. orcid.org/0000-0002-9483-6006 (2026) Can NLP models detect when one publication outweighs twenty? Predicting systematic review conclusion changes. In: Demner-Fushman, D., Ananiadou, S., Roberts, K. and Tsujii, J., (eds.) Proceedings of the 25th Workshop on Biomedical Language Processing. 25th Workshop on Biomedical Language Processing (BioNLP 2026) collocated with 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), 03-04 Jul 2026, San Diego, California, USA. Association for Computational Linguistics (ACL), pp. 843-852. ISBN: 9798891764347.

Abstract

Metadata

Item Type: Proceedings Paper
Authors/Creators:
Editors:
  • Demner-Fushman, D.
  • Ananiadou, S.
  • Roberts, K.
  • Tsujii, J.
Copyright, Publisher and Additional Information:

© 2026 The Association for Computational Linguistics. Licensed on a Creative Commons Attribution 4.0 International License. (https://creativecommons.org/licenses/by/4.0/)
Dates:
  • Accepted: 8 May 2026
  • Published (online): 3 July 2026
  • Published: 3 July 2026
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
Date Deposited: 20 May 2026 13:37
Last Modified: 06 Jul 2026 16:39
Status: Published
Publisher: Association for Computational Linguistics (ACL)
Refereed: Yes
Identification Number: 10.18653/v1/2026.bionlp-1.68
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Open Archives Initiative ID (OAI ID):

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