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Policy-Conditioned Constrained Decoding for Column-Level Access Control in Text-to-SQL

arXiv cs.CL · 2026-07-15 Cached

This paper introduces PCC-SQL, a method for enforcing column-use policies in text-to-SQL generation by constrained decoding, achieving deterministic elimination of violations with 0% Leakage Rate and high coverage on benchmarks.

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