@inproceedings{oh-etal-2026-uncertainty, title = "Uncertainty Quantification in {LLM} Agents: Foundations, Emerging Challenges, and Opportunities", author = "Oh, Changdae and Park, Seongheon and Kim, To Eun and Li, Jiatong and Li, Wendi and Yeh, Samuel and Du, Sean and Hassani, Hamed and Bogdan, Paul and Song, Dawn and Li, Sharon", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.738/", pages = "16219--16250", ISBN = "979-8-89176-390-6" }