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

Zhicong Lu, Changyuan Tian, PeiguangLi PeiguangLi, Li Jin, Sirui Wang, Wei Jia, Ying Shen, Guangluan Xu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-long.1389
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
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article

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

Changyuan Tian, Guangluan Xu, Zhicong Lu, Jianfa Shen et al.
Fault Detection and Control Systems
article

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

Changyuan Tian, Guangluan Xu, Zhicong Lu, Jianfa Shen, Jia Wei, Sirui Wang, Li Jin, PeiguangLi PeiguangLi
article en

Abstract

Zhicong Lu, Changyuan Tian, PeiguangLi PeiguangLi, Li Jin, Sirui Wang, Wei Jia, Ying Shen, Guangluan Xu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

National Natural Science Foundation of China
Zero hunger
Openalex Percentile: Top 78%
Fault Detection and Control Systems
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