@inproceedings{spaulding-etal-2025-role, title = "On the Role of Semantic Proto-roles in Semantic Analysis: What do {LLM}s know about agency?", author = "Spaulding, Elizabeth and Ahmed, Shafiuddin Rehan and Martin, James", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/display_plenaries/2025.findings-acl.623/", pages = "12027--12048", ISBN = "979-8-89176-256-5" }