"selective reasoning strategies" Papers

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When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs

Xiaomin Li, Zhou Yu, Zhiwei Zhang et al.

NEURIPS 2025spotlightarXiv:2505.11423