SQuID: Semantic Similarity-Aware Query Intent Discovery
Summary: SQuID discovers user intent from a few example tuples via semantic similarity and data-driven associations beyond surface structure. An interactive demo shows the semantic context and lets users refine results through feedback, no schema or SQL required. (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 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,661 | Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity | 2019 | VLDB | 6.8689912e-05 |
| 6,475 | Explain3D: Explaining Disagreements in Disjoint Datasets | 2019 | VLDB | 5.0497183e-05 |
| 9,929 | Wred: Workload Reduction for Scalable Index Tuning | 2024 | SIGMOD | 4.2510122e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,459 | Query From Examples: An Iterative, Data-Driven Approach to Query Construction | 2015 | VLDB | 0.00011889802 |
| 1,509 | Discovering Queries based on Example Tuples | 2014 | SIGMOD | 0.00011612727 |
| 1,958 | Exemplar Queries: Give me an Example of What You Need | 2014 | VLDB | 9.9572632e-05 |
| 2,576 | S4: Top-k Spreadsheet-Style Search for Query Discovery | 2015 | SIGMOD | 8.5112408e-05 |
| 3,684 | SPARQLByE: Querying RDF data by example | 2016 | VLDB | 6.8465042e-05 |
| 4,361 | The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries | 2016 | VLDB | 6.2559141e-05 |
| 4,980 | Interactive Query Synthesis from Input-Output Examples | 2017 | SIGMOD | 5.7873101e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,058 | Semantic SPARQL Similarity Search Over RDF Knowledge Graphs | 2016 | VLDB | 4.4039656e-05 |
| 4,173 | Automatic Example Queries for Ad Hoc Databases | 2011 | SIGMOD | 6.3874627e-05 |
| 3,320 | Schemaless and Structureless Graph Querying | 2014 | VLDB | 7.2249102e-05 |
| 12,247 | SimDB: A Similarity-aware Database System | 2010 | SIGMOD | 4.1945683e-05 |
| 13,109 | SemExplorer: A User Interface for Semantic Approach to Customized Dataset Search | 2025 | SIGMOD | - |
| 3,955 | SLQ: A User-friendly Graph Querying System | 2014 | SIGMOD | 6.5910012e-05 |
| 1,687 | QUEST: A Keyword Search System for Relational Data based on Semantic and Machine Learning Techniques | 2013 | VLDB | 0.00010916417 |
| 4,467 | Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data | 2019 | SIGMOD | 6.1585143e-05 |
| 4,038 | Querying Complex Structured Databases | 2007 | VLDB | 6.5082212e-05 |
| 3,661 | Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity | 2019 | VLDB | 6.8689912e-05 |