Natural Language Data Management and Interfaces: Recent Development and Open Challenges
Summary: Survey of natural language data management and NL interfaces to databases, storing NL text in relational DBs and enabling NL-to-SQL interfaces. Key ideas include methods, open challenges, and opportunities to push DBs toward Codd’s rendezvous with NL. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yunyao Li
- 2. Davood Rafiei
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,281 | State of the Art and Open Challenges in Natural Language Interfaces to Data | 2020 | SIGMOD | 5.5896272e-05 |
| 5,353 | An In-Depth Benchmarking of Text-to-SQL Systems | 2021 | SIGMOD | 5.5521332e-05 |
| 10,108 | Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding | 2026 | SIGMOD | 4.1945683e-05 |
| 10,837 | Natural Language to SQL: State of the Art and Open Problems | 2025 | VLDB | 4.1945683e-05 |
| 11,540 | DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks | 2021 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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