Author

Ping Chen

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#artificial intelligence Mar 2026

HEAL: Hindsight Entropy-Assisted Learning for Reasoning Distillation

Hindsight Entropy-Assisted Learning (HEAL), an RL-free framework designed to bridge this reasoning gap, is proposed and extensive experiments demonstrate that HEAL significantly outperforms traditional SFT distillation and other baselines.

Wen-Jing Zhang, Jiang-Ze Yan, Jie-Fu Huang et al. · arXiv.org · 1 citation