NEURIPS Spotlight "reasoning efficiency" Papers

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Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens

Xixian Yong, Xiao Zhou, Yingying Zhang et al.

NEURIPS 2025spotlightarXiv:2505.18237