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Rui-Chen Zhu

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#artificial intelligence Preprint Sep 2026

Beyond Verified Answers: Solver-Informed Self-Distillation for Bootstrapping Operations Research Language Models

SOLID is proposed, a novel framework for self-improving OR language models without verified answers or external evaluators that improves solution accuracy for both general-purpose and OR-tuned models over outcome-only group-relative training.

Rui-Chen Zhu, Ming-Long Cao, Chen-Yu Zhou et al. · 0 citations

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