"inference-time compute" Papers

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Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models

Yinlam Chow, Guy Tennenholtz, Izzeddin Gur et al.

ICLR 2025arXiv:2412.15287
49
citations

SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Rui Pan, Yinwei Dai, Zhihao Zhang et al.

NEURIPS 2025arXiv:2504.07891
37
citations