@inproceedings{yang-etal-2026-calibration, title = "When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of {LLM}s", author = "Yang, Zhichao and Zhang, Caiqi and Yang, Ruihan and Li, Chengzu and Collier, Nigel and Yang, Deqing", 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.1144/", pages = "26206--26231", ISBN = "979-8-89176-459-0" }