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Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency

Summary: Defines execution consistency as a necessary correctness condition for NL→SQL mappings. SQLDriller crafts counterexample databases and employs a SQL equivalence checker to identify and repair incorrect NL→SQL mappings in Spider/BIRD, boosting Text-to-SQL accuracy by up to 13.6%. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7268
Venue
SIGMOD
Year
2025
Pagerank
5.9348282e-05
Overall Rank
6,267 | 57.01%
DOI
10.1145/3725271

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{yang_sigmod25,
        title = {{Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency}},
        author = {Yang, Yicun and Wang, Zhaoguo and Xia, Yu and Wei, Zhuoran and Ding, Haoran and Piskac, Ruzica and Chen, Haibo and Li, Jinyang},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3725271},
        url = {https://dl.acm.org/doi/10.1145/3725271},
        year = {2025}
}

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