How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark

Minglai Yang 0002, Ethan Huang, Liang Zhang, Mihai Surdeanu, William Yang Wang, Liangming Pan. How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 13329-13347, Association for Computational Linguistics, 2025. [doi]

Abstract

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