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Cracking SQL Barriers: An LLM-based Dialect Translation System

Summary: CrackSQL leverages LLMs to translate SQL dialects via function-based segmentation, normalization, and translation-irrelevant abstraction for long, multi-syntax queries. A Cross-Dialect Syntax Embedding Model with a Local-to-Global loop enables targeted fixes and iterative translation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h839d949c59d37d41
Venue
SIGMOD
Year
2025
Pagerank
6.7165534e-05
Overall Rank
4,229 | 71.57%
DOI
10.1145/3725278

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{zhou_sigmod25,
        title = {{Cracking SQL Barriers: An LLM-based Dialect Translation System}},
        author = {Zhou, Wei and Gao, Yuyang and Zhou, Xuanhe and Li, Guoliang},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3725278},
        url = {https://dl.acm.org/doi/10.1145/3725278},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank Cited Paper Year Venue Pagerank
109 Extensible/Rule Based Query Rewrite Optimization in Starburst 1992 SIGMOD 0.0003276959
196 Grammar-like Functional Rules for Representing Query Optimization Alternatives 1988 SIGMOD 0.00025626873
235 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00023697028
379 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources 2018 SIGMOD 0.00019514689
776 Natural language to SQL: Where are we today? 2020 VLDB 0.00014063545
1,032 Cost-Based Optimization for Magic: Algebra and Implementation 1996 SIGMOD 0.00012401489
1,658 D-Bot: Database Diagnosis System using Large Language Models 2024 VLDB 9.9642078e-05
1,893 WeTune: Automatic Discovery and Verification of Query Rewrite Rules 2022 SIGMOD 9.4126198e-05
2,039 LLM-R^2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency 2025 VLDB 9.1493268e-05
2,231 GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization 2024 VLDB 8.7982985e-05
2,348 The Dawn of Natural Language to SQL: Are We Fully Ready? 2024 VLDB 8.6009821e-05
2,395 A Learned Query Rewrite System using Monte Carlo Tree Search 2022 VLDB 8.5281914e-05
3,169 Panda: Performance Debugging for Databases using LLM Agents 2024 CIDR 7.5696238e-05
3,336 GenRewrite: Query Rewriting via Large Language Models 2026 SIGMOD 7.4137763e-05
5,149 LLM for Data Management 2024 VLDB 6.2551644e-05
5,511 Runtime-Extensible Parsers 2025 CIDR 6.0994747e-05
6,105 Breaking It Down: An In-depth Study of Index Advisors 2024 VLDB 5.8860941e-05
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