RingSQL: Schema-Independent Synthetic Data Generation for Text-to-SQL Reinforcement Learning

Marko Sterbentz, Kevin Cushing, Cameron Barrie +1

Recent advances in text-to-SQL have been driven by larger models, better datasets, and new training methods like RLVR. However, progress remains limited by scarce high-quality trai…