How is LLM reasoning distracted by irrelevant context? an analysis using a controlled benchmark

Minglai Yang, Ethan Huang, Liang Zhang, Mihai Surdeanu, William Yang Wang, Liangming Pan · 2025

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The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning

cs.CL · 2026-03-30

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The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning cs.CL · 2026-03-30 · unreviewed · ref 20