When Should LLMs trust their own revisions? A risk-aware study of intrinsic self-correction
Read the original at arxiv.org→arXiv:2609.35832v1 Announce Type: new Abstract: Intrinsic self-correction asks a language model to revise its own answer without receiving new external evidence. A second pass can recover mistakes, but it can also...
Original headline: "When Should LLMs Trust Their Own Revisions? A Risk-Aware Study of Intrinsic Self-Correction"
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- Oct 1, 04:00 UTC arXiv cs.CL lead source When Should LLMs Trust Their Own Revisions? A Risk-Aware Study of Intrinsic Self-Correction