Artificial Intelligence #text-to-sql#reasoning
New Self-Enhanced Fine-Tuning Method Boosts Text-to-SQL Reasoning and Generalization
Researchers propose CoTE-SQL, a self-enhanced fine-tuning method that improves text-to-SQL generation by integrating reasoning traces, structured chain-of-thought prompting, and execution error correction. The approach achieves state-of-the-art results on Bird and Spider benchmarks, particularly on complex queries.
Jun 16, 2026 1 source