Self-Refine and CRITIC: Iterative Output Improvement
Self-Refine (Madaan et al., 2023) uses one LLM in three roles - generate, feedback, refine - in a loop. Average gain: +20 absolute on 7 tasks. CRITIC (Gou et al., 2023) hardens the feedback step by routing verification through external…
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