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20242026
most citedTowards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation

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cs.CL2026

Stop When Further Reasoning Won't Help: Attention-State Adaptive Generation in Reasoning Models

Jiakai Li, Ke Qin, Rongzheng Wang +4

By incorporating test-time compute scaling, large reasoning models (LRMs) can solve complex problems through explicit chain-of-thought (CoT) reasoning processes. However, they ofte…