@inproceedings{wang-etal-2026-action, title = "Action Boundary Blindness: When {LLM} Agents Cannot Tell Where One Action Ends and Another Begins", author = "Wang, Zhangyi and Yu, Bingnan and Xu, Jiexiang and Li, Zongze", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.acl-long.1711/", doi = "10.18653/v1/2026.acl-long.1711", pages = "36883--36899", ISBN = "979-8-89176-390-6" }