@inproceedings{li-etal-2026-calibrated, title = "Calibrated Tree-Structured Speculative Decoding: Mitigating Overconfidence via Path-Level Calibration", author = "LI, Zixian and Song, Xiaohui and Xie, Chi and Chen, Ke and Chen, Chen and Lu, Haonan", 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.80/", pages = "1844--1855", ISBN = "979-8-89176-459-0" }