Confidence over Time: Confidence Calibration with Temporal Logic for Large Language Model Reasoning

Findings of the Association for Computational Linguistics: ACL 2026 2026 Open access

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Authors: Zhenjiang Mao, Anirudhh Venkat, Artem Bisliouk, Sindhura Kumbakonam Subramanian, Akshat Kothiyal, Saithej Singhu, Ivan Ruchkin
DOI: 10.18653/v1/2026.findings-acl.484
Cited by: 1

Abstract

Zhenjiang Mao, Anirudhh Venkat, Artem Bisliouk, Sindhura Kumbakonam Subramanian, Akshat Kothiyal, Saithej Singhu, Ivan Ruchkin. Findings of the Association for Computational Linguistics: ACL 2026. 2026.

Fields of Study & Subjects

Natural Language Processing Techniques Topic Modeling Machine Learning in Healthcare

Publication details

Journal / source
Findings of the Association for Computational Linguistics: ACL 2026
Publisher
Association for Computational Linguistics
Pages
9952–9976
Publication date
1 January 2026