Papers by Yongju Seong
ReSQL: Self-Improving Framework for Reasoning-Aware Text-to-SQL Dataset Generation (2026.findings-acl)
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| Challenge: | Experimental results show that ReSQL significantly improves execution accuracy and self-correction ability over strong baselines. |
| Approach: | They propose a framework that generates and learns from its own error-reasoning dataset . it allows models to internalize robust error-reference patterns and apply them to unseen queries . |
| Outcome: | The proposed framework improves execution accuracy and self-correction ability over strong baselines. |