Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) 2026 Open access

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Authors: Sravanthi Machcha, Sushrita Yerra, Sahil Gupta, Aishwarya Sahoo, Sharmin Sultana, Hong Yu, Zonghai Yao
DOI: 10.18653/v1/2026.eacl-long.291
Cited by: 4

Abstract

Sravanthi Machcha, Sushrita Yerra, Sahil Gupta, Aishwarya Sahoo, Sharmin Sultana, Hong Yu, Zonghai Yao. Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Medical Coding and Health Information Artificial Intelligence in Healthcare and Education Medical Malpractice and Liability Issues

Publication details

Journal / source
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
Publisher
Association for Computational Linguistics
Pages
6153–6182
Publication date
1 January 2026