SpotIt+: Verification-based Text-to-SQL Evaluation with Database Constraints

1. 1Implement SpotIt+ to evaluate Text-to-SQL systems
2. 2Use the constraint-mining pipeline to identify relevant database constraints
3. 3Analyze counterexamples generated by SpotIt+ to improve system accuracy
4. 4Integrate SpotIt+ into the development pipeline for continuous evaluation and improvement

Data scientists and AI engineers working on natural language processing and database systems can benefit from SpotIt+ as it provides a robust evaluation method for Text-to-SQL systems, helping to identify and fix errors

💡 Verification-based evaluation with database constraints can significantly improve the accuracy of Text-to-SQL systems

🚀 SpotIt+: Evaluate Text-to-SQL systems with verification-based methods & database constraints