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Policy-Conditioned Constrained Decoding for Column-Level Access Control in Text-to-SQL
Text-to-SQL is increasingly deployed across trust boundaries between data providers and users. Such deployment must balance three competing requirements: policy compliance, answer coverage, and bounded cost. Existing approaches typically decide refusal based on which columns a query mentions and enf
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