Automatic Example Queries for Ad Hoc Databases
Summary: Automatic generation of starter SQL queries over unstructured, schema-less table collections without logs or prior input. From public databases, learns operator-specific models and assembles queries piecewise; shows how dataset statistics shape feasible starter queries to bootstrap non-experts. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Bill Howe
- 2. Garret Cole
- 3. Nodira Khoussainova
- 4. Leilani Battle
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,459 | Query From Examples: An Iterative, Data-Driven Approach to Query Construction | 2015 | VLDB | 0.00011889802 |
| 3,809 | Changing the Face of Database Cloud Services with Personalized Service Level Agreements | 2015 | CIDR | 6.7409982e-05 |
| 10,242 | SQL-Exchange: Transforming SQL Queries Across Domains | 2026 | VLDB | 4.1945683e-05 |
| 11,463 | PyExplore: Query Recommendations for Data Exploration without Query Logs | 2021 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 303 | Generic Schema Matching with Cupid | 2001 | VLDB | 0.00028301477 |
| 518 | Data Integration for the Relational Web | 2009 | VLDB | 0.00021158934 |
| 1,078 | Model Management 2.0: Manipulating Richer Mappings | 2007 | SIGMOD | 0.00014245848 |
| 1,510 | Summarizing Relational Databases | 2009 | VLDB | 0.00011606901 |
| 3,093 | SQL QueRIE Recommendations | 2010 | VLDB | 7.5782293e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,954 | Understanding Queries by Conditional Instances | 2022 | SIGMOD | 4.4221863e-05 |
| 5,544 | PATSQL: Efficient Synthesis of SQL Queries from Example Tables with Quick Inference of Projected Columns | 2021 | VLDB | 5.4462933e-05 |
| 1,065 | Data-Driven Understanding and Refinement of Schema Mappings | 2001 | SIGMOD | 0.00014338146 |
| 5,473 | Facilitating SQL Query Composition and Analysis | 2020 | SIGMOD | 5.4885366e-05 |
| 2,091 | Automated Creation of a Forms-based Database Query Interface | 2008 | VLDB | 9.5608989e-05 |
| 6,710 | Schema-free SQL | 2014 | SIGMOD | 4.9526147e-05 |
| 8,892 | Generation of Training Examples for Tabular Natural Language Inference | 2023 | SIGMOD | 4.4275457e-05 |
| 3,110 | Learning to Create Data-Integrating Queries | 2008 | VLDB | 7.5475982e-05 |
| 12,024 | Mirror mirror on the wall, which query's fairest of them all? | 2013 | CIDR | 4.1945683e-05 |
| 1,459 | Query From Examples: An Iterative, Data-Driven Approach to Query Construction | 2015 | VLDB | 0.00011889802 |