DPC selects correct text-to-SQL outputs by enforcing execution consistency between SQL and Python on an adversarially constructed minimal distinguishing database.
DPC ’s SLICERagent extracts a relevant schema subgraph and validates it viadry-run executionon an empty database
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DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency
DPC selects correct text-to-SQL outputs by enforcing execution consistency between SQL and Python on an adversarially constructed minimal distinguishing database.