@inproceedings{liu-etal-2026-planbench, title = "{P}lan{B}ench-{XL}: Evaluating Long-Horizon Planning of {LLM} Tool-Use Agents in Large-Scale Tool Ecosystems", author = {Liu, Jiayu and Lin, Qihan and Qian, Cheng and Wang, Rui and Acikgoz, Emre Can and Yang, Xiaocheng and Zong, Qing and Liu, Jiateng and Wang, Zhenhailong and Chen, Xiusi and Ji, Heng and Hakkani-T{\"u}r, Dilek}, 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.385/", pages = "8804--8851", ISBN = "979-8-89176-459-0" }