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Shaoning Sun

Kimi K3: Open Frontier Intelligence
2026 · Kimi Team, Bai, Tongtong, et al. · arXiv (Cornell University)
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ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection
2026 · Liu, Tao, Wu, Taiqiang, et al. · arXiv (Cornell University)
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Reward Modeling from Natural Language Human Feedback
2026 · Wang, Zongqi, Wang, Rui, et al. · arXiv (Cornell University)
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Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models
2026 · Sun, Shaoning, Cai, Mingzhu, et al. · arXiv (Cornell University)
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Internalize the Temperature: On-Policy Self-Distillation as Policy Reheater for Reinforcement Learning
2026 · Xuewei Yang, Jiachen Yu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models
2026 · Shaoning Sun, Mingzhu Cai, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Works count: 6
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