Work

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

Year: 2026

Type: conference-paper

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.

Source: Findings of the Association for Computational Linguistics: ACL (Findings of ACL)

DOI: 10.18653/v1/2026.findings-acl.484

Authors: Zhenjiang Mao, Anirudhh Venkat, Artem Bisliouk, Sindhura Kumbakonam Subramanian, Akshat Kothiyal, Saithej Singhu, Ivan Ruchkin

Institutions: University of Florida, University of Mannheim

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: National Science Foundation

Award: CPS: Small: Confidently Safe Autonomy Under Anomalies

OpenAlex ID: W7166866111

FWCI: 8.936

Cites:

Cited by: 1

Related to: 10