TS-SQL: Test-driven Self-refinement for Text-to-SQL

Wenbo Xu; Haifeng Zhu; Liang Yan; Chuanyi Liu; Peiyi Han; Shaoming Duan; Jeff Z. Pan

TS-SQL: Test-driven Self-refinement for Text-to-SQL

Wenbo Xu, Haifeng Zhu, Liang Yan, Chuanyi Liu, Peiyi Han, Shaoming Duan, Jeff Z. Pan

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Anthology ID:: 2025.findings-emnlp.156
Volume:: Findings of the Association for Computational Linguistics: EMNLP 2025
Month:: November
Year:: 2025
Address:: Suzhou, China
Editors:: Christos Christodoulopoulos, Tanmoy Chakraborty, Carolyn Rose, Violet Peng
Venue:: Findings
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 2864–2889
Language:
URL:: https://aclanthology.org/2025.findings-emnlp.156/
DOI:
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Cite (ACL):: Wenbo Xu, Haifeng Zhu, Liang Yan, Chuanyi Liu, Peiyi Han, Shaoming Duan, and Jeff Z. Pan. 2025. TS-SQL: Test-driven Self-refinement for Text-to-SQL. In Findings of the Association for Computational Linguistics: EMNLP 2025, pages 2864–2889, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: TS-SQL: Test-driven Self-refinement for Text-to-SQL (Xu et al., Findings 2025)
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PDF:: https://aclanthology.org/2025.findings-emnlp.156.pdf
Checklist:: 2025.findings-emnlp.156.checklist.pdf

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@inproceedings{xu-etal-2025-ts,
    title = "{TS}-{SQL}: Test-driven Self-refinement for Text-to-{SQL}",
    author = "Xu, Wenbo  and
      Zhu, Haifeng  and
      Yan, Liang  and
      Liu, Chuanyi  and
      Han, Peiyi  and
      Duan, Shaoming  and
      Pan, Jeff Z.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.findings-emnlp.156/",
    pages = "2864--2889",
    ISBN = "979-8-89176-335-7"
}

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%0 Conference Proceedings
%T TS-SQL: Test-driven Self-refinement for Text-to-SQL
%A Xu, Wenbo
%A Zhu, Haifeng
%A Yan, Liang
%A Liu, Chuanyi
%A Han, Peiyi
%A Duan, Shaoming
%A Pan, Jeff Z.
%Y Christodoulopoulos, Christos
%Y Chakraborty, Tanmoy
%Y Rose, Carolyn
%Y Peng, Violet
%S Findings of the Association for Computational Linguistics: EMNLP 2025
%D 2025
%8 November
%I Association for Computational Linguistics
%C Suzhou, China
%@ 979-8-89176-335-7
%F xu-etal-2025-ts
%U https://aclanthology.org/2025.findings-emnlp.156/
%P 2864-2889

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Markdown (Informal)

[TS-SQL: Test-driven Self-refinement for Text-to-SQL](https://aclanthology.org/2025.findings-emnlp.156/) (Xu et al., Findings 2025)

TS-SQL: Test-driven Self-refinement for Text-to-SQL (Xu et al., Findings 2025)

ACL

Wenbo Xu, Haifeng Zhu, Liang Yan, Chuanyi Liu, Peiyi Han, Shaoming Duan, and Jeff Z. Pan. 2025. TS-SQL: Test-driven Self-refinement for Text-to-SQL. In Findings of the Association for Computational Linguistics: EMNLP 2025, pages 2864–2889, Suzhou, China. Association for Computational Linguistics.