2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
ICLR 2023top-5%
Neural text-to-SQL models have achieved remarkable performance in translating natural language questions into SQL queries. However, recent studies reveal that text-to-SQL models are vulnerable to task-specific perturbations. Previous curated robustness test sets usually focus on individual phenomena…