ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track) 2026 Open access

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Authors: Yusuke Watanabe, Yohei Kobashi, Takeshi Kojima, Yusuke Iwasawa, Yasushi Okuno, Yutaka Matsuo
DOI: 10.18653/v1/2026.acl-industry.47
Cited by: 1

Abstract

Yusuke Watanabe, Yohei Kobashi, Takeshi Kojima, Yusuke Iwasawa, Yasushi Okuno, Yutaka Matsuo. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2026.

Fields of Study & Subjects

Machine Learning in Healthcare Artificial Intelligence in Healthcare and Education Topic Modeling

Publication details

Journal / source
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track)
Publisher
Association for Computational Linguistics
Pages
681–703
Publication date
1 January 2026