Jiazhen Huang
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126
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NLP×1AI×1
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2026
Skill-Conditioned Gated Self-Distillation for LLM Reasoning
The paper proposes Skill-Conditioned Gated Self-Distillation (SGSD), a novel framework that uses retrieved, potentially noisy skills to guide LLM reasoning, achieving state-of-the-art performance on mathematical reasoning benchmarks.
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Papers
cs.CLcs.AIRecentMay 27, 2026
Skill-Conditioned Gated Self-Distillation for LLM Reasoning
Jiazhen Huang, Xiao Chen, Xiao Luo, Yong Dai +2 more
The paper proposes Skill-Conditioned Gated Self-Distillation (SGSD), a novel framework that uses retrieved, potentially noisy skills to guide LLM reasoning, achieving state-of-the-art performance on m…
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