ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores
Summary: ATHENA: ontology-driven NLQ over relational stores. A two-stage NLQ→OQL→SQL pipeline decouples semantic view from physical schema; ontology-driven reasoning yields 100% precision on GEO/MAS and 99% on FIN with ~88% recall across workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 43 of 43 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 54 | DISCOVER: Keyword Search in Relational Databases | 2002 | VLDB | 0.00066047203 |
| 206 | Constructing an Interactive Natural Language Interface for Relational Databases | 2015 | VLDB | 0.00034667032 |
| 1,153 | SQAK: Doing More with Keywords | 2008 | SIGMOD | 0.00013642866 |
| 1,168 | SODA: Generating SQL for Business Users | 2012 | VLDB | 0.00013541143 |
| 1,687 | QUEST: A Keyword Search System for Relational Data based on Semantic and Machine Learning Techniques | 2013 | VLDB | 0.00010916417 |
| 2,025 | Keyword++: A Framework to Improve Keyword Search Over Entity Databases | 2010 | VLDB | 9.7462452e-05 |
| 2,271 | NAUDA: A Cooperative, Natural Language Interface to Relational Databases | 1993 | SIGMOD | 9.1379042e-05 |
| 2,313 | NaLIX: an Interactive Natural Language Interface for Querying XML | 2005 | SIGMOD | 9.0497076e-05 |
| 4,331 | Exploratory Keyword Search with Interactive Input | 2015 | SIGMOD | 6.2836568e-05 |
| 4,796 | Extending Practical Pre-Aggregation in On-Line Analytical Processing | 1999 | VLDB | 5.9152598e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,762 | Natural Language Querying of Complex Business Intelligence Queries | 2019 | SIGMOD | 4.9345125e-05 |
| 2,057 | From Natural Language Processing to Neural Databases | 2021 | VLDB | 9.6624862e-05 |
| 3,320 | Schemaless and Structureless Graph Querying | 2014 | VLDB | 7.2249102e-05 |
| 1,673 | λόγος: A System for Translating Queries into Narratives | 2012 | SIGMOD | 0.00010948717 |
| 9,875 | A Universal Question-Answering Platform for Knowledge Graphs | 2023 | SIGMOD | 4.2667743e-05 |
| 13,423 | Natural Language Question Answering over RDF Data | 2013 | SIGMOD | - |
| 3,211 | Natural Language Question Answering over RDF — A Graph Data Driven Approach | 2014 | SIGMOD | 7.3743561e-05 |
| 9,825 | Athena: An Effective Learning-based Framework for Query Optimizer Performance Improvement | 2025 | SIGMOD | 4.2751057e-05 |
| 11,714 | An Ontology based Dialog Interface to Database | 2018 | SIGMOD | 4.1945683e-05 |
| 11,737 | Tooling Framework for Instantiating Natural Language Querying System | 2018 | VLDB | 4.1945683e-05 |