ConstrainedSQL: Training LLMs for Text2SQL via Constrained Reinforcement Learning

Weiqin Chen, Nhan Huu Pham, Michael Robert Glass +4

Reinforcement learning (RL) has demonstrated significant promise in enhancing the reasoning capabilities of Text2SQL LLMs, especially with advanced algorithms such as GRPO and DAPO…