<ul data-eligibleForWebStory="true"><li>Text-to-SQL systems evolving from rule-based to neural network implementations.</li><li>HI-SQL introduces dynamic hints based on historical query patterns for SQL generation.</li><li>Enhances accuracy, reduces computational overhead, and improves efficiency in complex query handling.</li><li>Single-step approach with contextual hints outperforms multi-step systems in accuracy and efficiency.</li><li>HI-SQL demonstrates robust query optimization and scalability potential for diverse database environments.</li></ul>

HI-SQL: Optimizing Text-to-SQL Systems through Dynamic Hint Integration

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