Author

Yong Dai

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#artificial intelligence May 2026

Skill-Conditioned Gated Self-Distillation for LLM Reasoning

This work proposes Skill-Conditioned Gated Gated Self-Distillation (SGSD), which formulates skill-based SD as teacher hypothesis validation rather than unconditional imitation, and shows that SGSD consistently improves over GRPO and remains competitive with answer-conditioned OPSD under a weaker PI assumption.

Jiazhe Huang, Xiao Chen, Xiao Luo et al. · arXiv.org · 5 citations