Latest Research in Databases

Top Research Topics in Databases

• Databases — 15 papers
• Computation and Language — 9 papers
• Artificial Intelligence — 6 papers
• Topic Modeling — 3 papers
• Information Retrieval — 2 papers
• Environmental Monitoring and Data Management — 2 papers
• Machine Learning — 2 papers
• Software Engineering — 1 papers
• Research Data Management Practices — 1 papers
• Adversarial Robustness in Machine Learning — 1 papers

Highest-Cited Papers

1. TraceSQL: Traceable Answerability Estimation for Reference-Free Text-to-SQL Verification
2. Succinct Structure Representations for Efficient Query Optimization
3. Bounded Semantic Planning and Deterministic Compilation for Reliable Enterprise Text-to-SQL
4. Agentic-SQL Revisited: Autonomy-Based Taxonomy and Empirical Benchmark Analysis for LLM Text-to-SQL
5. ACTS-SQL: Agentic and Critic-Oriented Tree-Structured SQL Correctness with Large Language Models
6. PRECISE-LLM: Formal Ambiguity Detection and Interpretation Enumeration for Text-to-SQL
7. PRECISE-LLM: Formal Ambiguity Detection and Interpretation Enumeration for Text-to-SQL
8. Guided Table Retrieval for Structured Data Search
9. ENTLORE: A Graph-Grounded Benchmark for Latent Organizational Reasoning in Enterprise Question Answering
10. DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation
11. Human-Level Text-to-SQL via Reinforcement Learning on Verified Data, Without Pipeline Engineering
12. Business Truth, not SQL Accuracy: A Rule-Gated 7B Analytics Agent Outperforms a Direct-Prompted 32B Baseline
13. MDB-Link: Hierarchical Schema Linking for Multi-Database Text-to-SQL
14. Scout: Scalable Document Extraction via Data Similarity
15. QL-2026-01 Coverage of evidence, Google Flood Hub: pre-registered protocol v1.9
16. Duration-constrained Interval Joins
17. From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL
18. Causal Episodic Memory for Feedback-Driven Agent Repair
19. Tytan: Interactive Neurosymbolic Construction of Analytic Semantic Schemas from Relational Data
20. Text2GraphQuery-Bench: A Text to Graph Query Benchmark