DIVER: A Robust Text-to-SQL System with Dynamic Interactive Value Linking and Evidence Reasoning
Summary: DIVER: robust Text-to-SQL via automatic evidence reasoning, replacing expert-written schema/value evidence with iterative tool-based probing. Key novelty: dynamic interactive value linking in a structured CoTF workspace, boosting robustness on large, dynamic DB values. (summarized by gpt-5-mini on Apr 11 2026)
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Authors
- 1. Yafeng Nan
- 2. Haifeng Sun
- 3. Zirui Zhuang
- 4. Qi Qi
- 5. Guojun Chu
- 6. Jianxin Liao
- 7. Dan Pei
- 8. Jingyu Wang
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 369 | Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation | 2024 | VLDB | 0.0002547515 |
| 998 | CodeS: Towards Building Open-source Language Models for Text-to-SQL | 2024 | SIGMOD | 0.00014729379 |
| 3,662 | The Dawn of Natural Language to SQL: Are We Fully Ready? | 2024 | VLDB | 6.8672143e-05 |
| 3,859 | OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment | 2025 | SIGMOD | 6.6907933e-05 |
| 3,978 | OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale | 2025 | VLDB | 6.5725884e-05 |
| 5,437 | SNAILS: Schema Naming Assessments for Improved LLM-Based SQL Inference | 2025 | SIGMOD | 5.5033018e-05 |
| 7,139 | Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency | 2025 | SIGMOD | 4.821174e-05 |
| 8,155 | Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study | 2024 | SIGMOD | 4.5745248e-05 |
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