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ADEPT-SQL: A high-performance text-to-SQL application for real-world enterprise-level databases

Yongnan Chen, Zhuo Chang, Shijia Gu, Yuanhang Zong, Mei Zhang, Shiyu Wang, Zixiang He, HongZhi Chen, Wei Jin, Bin Cui · 2025 · DOI 10.18653/v1/2025.acl-demo.27

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cs.DB 1

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2026 1

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CAPER: Clause-Aligned Process Supervision for Text-to-SQL

cs.DB · 2026-06-02 · unverdicted · novelty 7.0

CAPER derives clause-aligned supervision via SQL AST counterfactuals to train a Clause-PRM that improves execution accuracy up to 15.3% relative and failure localization to 84.53% accuracy on BIRD and Spider.

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  • CAPER: Clause-Aligned Process Supervision for Text-to-SQL cs.DB · 2026-06-02 · unverdicted · none · ref 8

    CAPER derives clause-aligned supervision via SQL AST counterfactuals to train a Clause-PRM that improves execution accuracy up to 15.3% relative and failure localization to 84.53% accuracy on BIRD and Spider.