Thinking in Schemas: Robust Syllogistic Reasoning in LLMs

Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto, Shay B. Cohen. Thinking in Schemas: Robust Syllogistic Reasoning in LLMs. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 40891-40909, Association for Computational Linguistics, 2026. [doi]

Abstract

Abstract is missing.