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Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models
2 February 2026
Hao Wang
Hao Gu
Hongming Piao
Kaixiong Gong
Yuxiao Ye
Xiangyu Yue
Sirui Han
Yike Guo
Dapeng Wu
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"Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models"
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