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2026
CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning
The paper introduces Contrastive Reflection (CORE), a novel non-parametric method that rapidly improves language model reasoning by distilling contrasts between successful and unsuccessful problem attempts into compact, interpretable natural-language insights.
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