Progress-SQL introduces a multi-turn RL framework with ODT-based structural alignment and progressive rewards that measure improvement across refinement turns, yielding gains on BIRD, Spider, and robustness benchmarks.
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization , booktitle =
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Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards
Progress-SQL introduces a multi-turn RL framework with ODT-based structural alignment and progressive rewards that measure improvement across refinement turns, yielding gains on BIRD, Spider, and robustness benchmarks.