SQL-Exchange: Transforming SQL Queries Across Domains
Summary: SQL-Exchange maps SQL across schemas by preserving query structure while translating domain-specific elements, formalizing when cross-domain transfer is feasible. Mapped examples improve text-to-SQL via both in-context prompting and fine-tuning, with gains in validity and semantic correctness. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Mohammadreza Daviran (University of Alberta)
- 2. Brian Lin (University of Alberta)
- 3. Davood Rafiei (University of Alberta)
BibTeX Citation
@article{daviran_vldb26,
title = {{SQL-Exchange: Transforming SQL Queries Across Domains}},
author = {Daviran, Mohammadreza and Lin, Brian and Rafiei, Davood},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {6},
pages = {1291--1304},
doi = {10.14778/3797919.3797935},
url = {https://doi.org/10.14778/3797919.3797935},
year = {2026}
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 174 | Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation | 2024 | VLDB | 0.00026790979 |
| 425 | Relative Information Capacity of Simple Relational Database Schemata | 1984 | PODS | 0.00018486061 |
| 1,525 | Managing Semantic Heterogeneity in Databases : A Theoretical Perspective | 1997 | PODS | 0.00010355628 |
| 1,595 | The Use of Information Capacity in Schema Integration and Translation | 1993 | VLDB | 0.00010131081 |
| 1,777 | OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale | 2025 | VLDB | 9.664552e-05 |
| 4,273 | Automatic Example Queries for Ad Hoc Databases | 2011 | SIGMOD | 6.6919508e-05 |
| 7,928 | TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations | 2025 | VLDB | 5.4254488e-05 |
| 9,222 | SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation | 2026 | VLDB | 5.2056825e-05 |
| 9,254 | QMapper for Smart Grid: Migrating SQL-based Application to Hive | 2015 | SIGMOD | 5.2056825e-05 |
| 9,267 | Algorithms for Data Migration with Cloning | 2003 | PODS | 5.2056825e-05 |
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