Shaoning Sun

According to our database, Shaoning Sun authored at least 5 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection.

Tao Liu, Taiqiang Wu, Runming Yang, Shaoning Sun, Junjie Wang, Yujiu Yang

CoRR, January, 2026

Reward Modeling from Natural Language Human Feedback.

Zongqi Wang, Rui Wang, Yuchuan Wu, Yiyao Yu, Pinyi Zhang, Shaoning Sun, Yujiu Yang, Yongbin Li

CoRR, January, 2026

Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models.

Shaoning Sun, Mingzhu Cai, Huang He, Bingjin Chen, Siqi Bao, Yujiu Yang, Hua Wu, Haifeng Wang

CoRR, January, 2026

2025

S2J: Bridging the Gap Between Solving and Judging Ability in Generative Reward Models.

Shaoning Sun, Jiachen Yu, Zongqi Wang, Xuewei Yang, Tianle Gu, Yujiu Yang

CoRR, September, 2025

Improve LLM-as-a-Judge Ability as a General Ability.

Jiachen Yu, Shaoning Sun, Xiaohui Hu, Jiaxu Yan, Kaidong Yu, Xuelong Li

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025