A study examines when intrinsic self-correction works by analyzing its performance across different task structures. The research finds that self-correction yields consistent gains only when the task supports explicit constraint verification, complex reasoning revision, or strategy evaluation. The results show SC is effective only in specific task contexts, not universally.
Task-Sensitive Analysis of Intrinsic Self-Correction
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