On the Role of Semantic Proto-roles in Semantic Analysis: What do LLMs know about agency?

Elizabeth Spaulding, Shafiuddin Rehan Ahmed, James H. Martin. On the Role of Semantic Proto-roles in Semantic Analysis: What do LLMs know about agency?. In Wanxiang Che, Joyce Nabende, Ekaterina Shutova, Mohammad Taher Pilehvar, editors, Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025. pages 12027-12048, Association for Computational Linguistics, 2025. [doi]

Authors

Elizabeth Spaulding

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Shafiuddin Rehan Ahmed

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James H. Martin

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