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RTS+: Reliable Text to SQL

Summary: RTS+ extends reliable text-to-SQL with abstention under uncertainty, avoiding opaque, erroneous outputs. Incorporating human input for schema linking, it boosts precision and attains near-perfect results on standard T-SQL benchmarks. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7240
Venue
SIGMOD
Year
2025
Pagerank
5.093636e-05
Overall Rank
10,732 | 26.37%
DOI
10.1145/3722212.3725129

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Authors

BibTeX Citation

@inproceedings{chen_sigmod25,
        title = {{RTS+: Reliable Text to SQL}},
        author = {Chen, Kaiwen and Chen, Yueting and Koudas, Nick and Yu, Xiaohui},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3722212.3725129},
        url = {https://dl.acm.org/doi/10.1145/3722212.3725129},
        year = {2025}
}

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
756 CodeS: Towards Building Open-source Language Models for Text-to-SQL 2024 SIGMOD 0.0001431656
6,936 Reliable Text-to-SQL with Adaptive Abstention 2025 SIGMOD 5.7349543e-05
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