DPC selects correct text-to-SQL outputs by enforcing execution consistency between SQL and Python on an adversarially constructed minimal distinguishing database.
test_data
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DB 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.