Spotlight "reinforcement fine-tuning" Papers

4 papers found

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AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play

Ran Xu, Yuchen Zhuang, Zihan Dong et al.

NEURIPS 2025spotlightarXiv:2509.24193
5
citations

Angles Don’t Lie: Unlocking Training‑Efficient RL Through the Model’s Own Signals

Qinsi Wang, Jinghan Ke, Hancheng Ye et al.

NEURIPS 2025spotlight

Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning

Jian Liu, Jing Xu, Song Guo et al.

NEURIPS 2025spotlightarXiv:2505.16761
7
citations

To Think or Not To Think: A Study of Thinking in Rule-Based Visual Reinforcement Fine-Tuning

Ming Li, Jike Zhong, Shitian Zhao et al.

NEURIPS 2025spotlight