"inference scaling" Papers

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SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models

Jiale Cheng, Xiao Liu, Cunxiang Wang et al.

ICLR 2025arXiv:2412.11605
13
citations

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training

Weize Chen, Jiarui yuan, Jin Tailin et al.

NEURIPS 2025arXiv:2505.19217
5
citations