Comparison and Analysis of Value Linking in Text-to-SQL Systems [Experiments & Analysis]
Summary: First systematic study of value linking, with a taxonomy of design choices and VLD-Bench covering 18 lexical/semantic mismatch categories. Finds linking errors cut execution accuracy by up to 64% and expose robustness–latency tradeoffs. (summarized by gpt-5.6-luna on Jul 26 2026)
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Authors
- 1. Apostolos Koukouvinis (Athena Research Center)
- 2. George Katsogiannis-Meimarakis (Athena Research Center; Université Grenoble Alpes)
- 3. Georgia Koutrika (Athena Research Center)
BibTeX Citation
@inproceedings{koukouvinis_sigmod26,
title = {{Comparison and Analysis of Value Linking in Text-to-SQL Systems [Experiments \& Analysis]}},
author = {Koukouvinis, Apostolos and Katsogiannis-Meimarakis, George and Koutrika, Georgia},
series = {{SIGMOD} '26},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3802029},
url = {https://dl.acm.org/doi/10.1145/3802029},
year = {2026}
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Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 533 | CodeS: Towards Building Open-source Language Models for Text-to-SQL | 2024 | SIGMOD | 0.00016826571 |
| 1,356 | CatSQL: Towards Real World Natural Language to SQL Applications | 2023 | VLDB | 0.00010925509 |
| 1,777 | OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale | 2025 | VLDB | 9.664552e-05 |
| 2,025 | OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment | 2025 | SIGMOD | 9.163622e-05 |
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