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Xin Liu

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Conference Open access Sep 2026

Rethinking Thinking Steps in Overthinking: Towards More Effective Reasoning

This work proposes a training-free, interpretable framework that selects thinking words via attention heads to guide LRMs toward more effective reasoning, and consistently outperforms the strong baseline DEER.

De-Zhi Zhao, Xin Liu, Xiao-Cheng Feng et al. · 0 citations

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