Reliable Text-to-SQL with Adaptive Abstention
Summary: RTS adds adaptive abstention and human-in-the-loop for reliable text-to-SQL. Branching Point Prediction with conformal guarantees guides schema linking, and a small generator nearly matches larger models on BIRD, enabling robust, transparent DB interfaces. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kaiwen Chen
- 2. Yueting Chen
- 3. Nick Koudas
- 4. Xiaohui Yu
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,051 | Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks | 2026 | SIGMOD | 4.1905499e-05 |
| 10,115 | ST-Raptor: LLM-Powered Semi-Structured Table Question Answering | 2026 | SIGMOD | 4.1905499e-05 |
| 10,285 | Relational Deep Dive: Error-Aware Queries Over Unstructured Data | 2026 | VLDB | 4.1905499e-05 |
| 10,461 | RTS+: Reliable Text to SQL | 2025 | SIGMOD | 4.1905499e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 205 | Constructing an Interactive Natural Language Interface for Relational Databases | 2015 | VLDB | 0.00034651121 |
| 366 | Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation | 2024 | VLDB | 0.00025580097 |
| 535 | ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores | 2016 | VLDB | 0.00020718836 |
| 998 | CodeS: Towards Building Open-source Language Models for Text-to-SQL | 2024 | SIGMOD | 0.00014726344 |
| 1,731 | CatSQL: Towards Real World Natural Language to SQL Applications | 2023 | VLDB | 0.00010723825 |
| 3,636 | A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems | 2021 | SIGMOD | 6.8920532e-05 |
Previous
Page 1 / 1
Next