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AI Breakthrough: New Learning Method Makes Database Queries 6.5% More Accurate with Step-by-Step Reasoning
- Introduces Reasoning-SQL, a novel reinforcement learning approach for text-to-SQL tasks
- Employs SQL-specific tailored partial rewards to improve SQL generation quality
- Incorporates reasoning steps between natural language questions and SQL queries
- Achieves state-of-the-art performance on Spider and Spider-Realistic benchmarks
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