@inproceedings{wei-etal-2026-causal, title = "Causal Abstention for Cost-Aware Language-Agent Collaboration", author = "Wei, Lei and Huang, Ruiyang and Kang, Zhaolu and Liu, Qi and Peng, Xiao and Liu, Haoran and Ying, Zonghao and Wang, Haoyu and Shen, Ye and Dong, Xu and Li, Hongyu and Wang, Kesu and Lian, Yukun and Xie, Sicong", 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.2214/", pages = "50362--50381", ISBN = "979-8-89176-459-0" }