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2025 1

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Critique-Guided Distillation for Robust Reasoning via Refinement

cs.CL · 2025-05-16 · conditional · novelty 6.0

Critique-Guided Distillation trains models to refine responses using teacher critiques during training only, yielding 7% average gains on math benchmarks and preserving general instruction-following unlike Critique Fine-Tuning.

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  • Critique-Guided Distillation for Robust Reasoning via Refinement cs.CL · 2025-05-16 · conditional · none · ref 13

    Critique-Guided Distillation trains models to refine responses using teacher critiques during training only, yielding 7% average gains on math benchmarks and preserving general instruction-following unlike Critique Fine-Tuning.