A self-healing LLM pipeline for natural language to PostgreSQL translation achieves up to 9.3 percentage point accuracy gains on benchmarks through error diagnosis and anti-regression mechanisms.
Text-to-SQL empowered by large language models: A benchmark evaluation.Proceedings of the VLDB Endowment, 17(5): 1132–1145
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SQL Query Engine: A Self-Healing LLM Pipeline for Natural Language to PostgreSQL Translation
A self-healing LLM pipeline for natural language to PostgreSQL translation achieves up to 9.3 percentage point accuracy gains on benchmarks through error diagnosis and anti-regression mechanisms.