Gangwei Jiang
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
NLP×2ML×1
Frequent co-authors
Research Timeline
2026
Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill
The paper proposes Skill-RM, a unified framework that treats reward modeling as an agentic task to consistently integrate diverse evaluation criteria, achieving superior performance over traditional methods.
Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills
This paper introduces Skill Self-Play (Skill-SP), a co-evolutionary framework for LLM training that bridges the gap between structured verification and open-ended exploration.
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Papers
cs.CLEmpiricalRecentJul 24, 2026
Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills
Siyuan Huang, Pengyu Cheng, Haotian Liu, Tao Chen +9 more
This paper introduces Skill Self-Play (Skill-SP), a co-evolutionary framework for LLM training that bridges the gap between structured verification and open-ended exploration.
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cs.LGcs.CLRecentJun 2, 2026