2025 Spotlight "mathematical reasoning" Papers
4 papers found
Angles Don’t Lie: Unlocking Training‑Efficient RL Through the Model’s Own Signals
Qinsi Wang, Jinghan Ke, Hancheng Ye et al.
NEURIPS 2025spotlight
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning
Siyan Zhao, Devaansh Gupta, Qinqing Zheng et al.
NEURIPS 2025spotlightarXiv:2504.12216
75
citations
Reasoning Planning for Language Models
Ngoc Bao Nguyen, Trung Hieu Nguyen, Ruifeng She et al.
NEURIPS 2025spotlightarXiv:2511.00521
Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization
Qingyang Zhang, Haitao Wu, Changqing Zhang et al.
NEURIPS 2025spotlightarXiv:2504.05812
70
citations