NEURIPS 2025 "reasoning models" Papers

5 papers found

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CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models

Zhihang Lin, Mingbao Lin, Yuan Xie et al.

NEURIPS 2025posterarXiv:2503.22342
47
citations

Quantifying Elicitation of Latent Capabilities in Language Models

Elizabeth Donoway, Hailey Joren, Arushi Somani et al.

NEURIPS 2025poster

S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models

Muzhi Dai, Chenxu Yang, Qingyi Si

NEURIPS 2025oralarXiv:2505.07686
46
citations

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space

Zhen Zhang, Xuehai He, Weixiang Yan et al.

NEURIPS 2025posterarXiv:2505.15778
40
citations

SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models

Emil Biju, Shayan Talaei, Zhemin Huang et al.

NEURIPS 2025posterarXiv:2506.05745
4
citations