Valid per-field selective risk control for document extraction; three failure modes, a validity ladder, and when conditioning pays
Read the original at arxiv.org→arXiv:2608.14639v1 Announce Type: new Abstract: Per-field accept/review with selective risk at most alpha -- accept a field only if the error rate among accepted fields is controlled -- is the trust contract...
Original headline: "Valid Per-Field Selective Risk Control for Document Extraction: Three Failure Modes, a Validity Ladder, and When Conditioning Pays"
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- Aug 18, 04:00 UTC arXiv cs.LG lead source Valid Per-Field Selective Risk Control for Document Extraction: Three Failure Modes, a Validity Ladder, and When Conditioning Pays