@inproceedings{mao-etal-2026-confidence, title = "Confidence over Time: Confidence Calibration with Temporal Logic for Large Language Model Reasoning", author = "Mao, Zhenjiang and Venkat, Anirudhh and Bisliouk, Artem and Subramanian, Sindhura Kumbakonam and Kothiyal, Akshat and Singhu, Saithej and Ruchkin, Ivan", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.484/", pages = "9952--9976", ISBN = "979-8-89176-395-1" }