Natural Language Querying of Complex Business Intelligence Queries
Summary: Natural Language Querying extends NLIDB to complex BI queries with nested SQL. Zero-training, no human-in-the-loop; novel algorithms blend linguistic analysis with deep domain reasoning; new ontology-driven BI benchmark (FIBO/FRO) and interactive SQL+English explanations. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jaydeep Sen
- 2. Fatma Ozcan
- 3. Abdul Quamar
- 4. Greg Stager
- 5. Ashish Mittal
- 6. Manasa Jammi
- 7. Chuan Lei
- 8. Diptikalyan Saha
- 9. Karthik Sankaranarayanan
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 |
| 8,346 | Deep Learning: Systems and Responsibility | 2021 | SIGMOD | 4.5420668e-05 |
| 10,221 | NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions | 2026 | VLDB | 4.1945683e-05 |
| 11,460 | Demonstrating Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries | 2021 | SIGMOD | 4.1945683e-05 |
| 11,506 | Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries | 2021 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 206 | Constructing an Interactive Natural Language Interface for Relational Databases | 2015 | VLDB | 0.00034667032 |
| 535 | ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores | 2016 | VLDB | 0.00020727678 |
| 3,780 | An XML Transaction Processing Benchmark | 2007 | SIGMOD | 6.773357e-05 |
| 8,467 | Creation and Interaction with Large-scale Domain-Specific Knowledge Bases | 2017 | VLDB | 4.504802e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 206 | Constructing an Interactive Natural Language Interface for Relational Databases | 2015 | VLDB | 0.00034667032 |
| 567 | NaLIR: An Interactive Natural Language Interface for Querying Relational Databases | 2014 | SIGMOD | 0.00019966681 |
| 10,837 | Natural Language to SQL: State of the Art and Open Problems | 2025 | VLDB | 4.1945683e-05 |
| 3,635 | A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems | 2021 | SIGMOD | 6.8981006e-05 |
| 2,057 | From Natural Language Processing to Neural Databases | 2021 | VLDB | 9.6624862e-05 |
| 11,737 | Tooling Framework for Instantiating Natural Language Querying System | 2018 | VLDB | 4.1945683e-05 |
| 6,826 | Natural Language Interfaces for Databases with Deep Learning | 2023 | VLDB | 4.9142824e-05 |
| 11,714 | An Ontology based Dialog Interface to Database | 2018 | SIGMOD | 4.1945683e-05 |
| 11,551 | Toward Pure Natural Language Interaction with Databases | 2020 | CIDR | 4.1945683e-05 |
| 5,281 | State of the Art and Open Challenges in Natural Language Interfaces to Data | 2020 | SIGMOD | 5.5896272e-05 |