@inproceedings{zhang-etal-2026-bayesian, title = "{B}ayesian Sparse Low-Rank Adaptation for Large Language Model Uncertainty Estimation", author = "Zhang, Jijie and Ren, Zhe and Zhang, Quan and Guo, Dandan", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.328/", pages = "7557--7573", ISBN = "979-8-89176-459-0" }