AIBullisharXiv – CS AI · 9h ago7/10
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Making Expert Reasoning Learnable with Self-Distillation
Researchers propose Distribution Aligned Imitation Learning (DAIL), a self-distillation method that improves LLM reasoning by converting expert human solutions into computational training data. The technique achieves significant performance gains on frontier models using fewer than 1000 expert examples, addressing the challenge that expert solutions are typically written for humans rather than machines.