VeriMinder detects cognitive biases in NL2SQL questions and generates refined, more robust analytical questions, outperforming baselines in human and LLM evaluations.
A.2 Data Schema Patterns Examines NL query alignment with data types
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
VeriMinder: Mitigating Analytical Vulnerabilities in NL2SQL
VeriMinder detects cognitive biases in NL2SQL questions and generates refined, more robust analytical questions, outperforming baselines in human and LLM evaluations.