PostGIS queries? LLMs were faking it for years. GeoSQL-Eval + GeoSQL-Bench (14k+ real tasks) fix that. Plus DeKeyNLU boosts NL2SQL accuracy by 7%—no more SQL syntax nightmares.
CORGI and DBASQL just killed the 'just query data' myth. Now consultants debug why Southeast Asia sales tanked (7.48 JOINs later), and DBAs say 'add a column' instead of memorizing SQL. Game over for syntax-heavy DBA workflows.
September 2025 NL2SQL dataset review covers LLMSQL, Arabic WikiTableQA, and Payment-SQL, focusing on data quality, real-world applications, and multilingual support.
This article discusses the use of NL2SQL datasets REEF and text2SQL4PM for SQL optimization in data analytics and process mining.
Explore SQLStorm and CogniSQL datasets for AI-powered SQL optimization and NL2SQL research, enhancing database performance and text-to-SQL accuracy.
Learn SQL dataset optimization, BIRD-Critic.