@inproceedings{feng-etal-2025-rethinking, title = "Rethinking {LLM} Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty", author = "Feng, Yu and Htut, Phu Mon and Qi, Zheng and Xiao, Wei and Mager, Manuel and Pappas, Nikolaos and Halder, Kishaloy and Li, Yang and Benajiba, Yassine and Roth, Dan", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.findings-emnlp.660/", pages = "12349--12375", ISBN = "979-8-89176-335-7" }