Tag: Process Supervision

All the articles with the tag "Process Supervision".

• Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards

  Published: 12 May, 2025 |  at  11:15 AM

  

  70.53 🤔

  REWARD-SQL introduces a framework for Text-to-SQL by decomposing queries into Chain-of-CTEs and using Process Reward Models (PRMs) with GRPO and Best-of-N sampling, achieving a state-of-the-art 68.9% execution accuracy on the BIRD dataset with a 7B model.