PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning

Zhicong Lu, Changyuan Tian, PeiguangLi PeiguangLi, Li Jin 0001, Sirui Wang, Wei Jia, Ying Shen, Guangluan Xu. PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning. In Wanxiang Che, Joyce Nabende, Ekaterina Shutova, Mohammad Taher Pilehvar, editors, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025. pages 28591-28613, Association for Computational Linguistics, 2025. [doi]

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