@inproceedings{xiao-etal-2026-lunar, title = "Lunar-Bench: Towards Evaluating Task-Oriented Reasoning of {LLM}s in Lunar Exploration Scenarios", author = "Xiao, Xin-Yu and Tian, Ye and Yin, Erwei and He, Zhixian and Wang, Shiqi and Liu, Yalei and Xia, Qianchen", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.83/", pages = "1668--1705", ISBN = "979-8-89176-395-1" }