Structured Annotations of Web Queries
Summary: Unsupervised discovery of latent structured semantics in web queries, mapping queries to structured tables as Structured Annotations. Fast, scalable tagging over tables via a probabilistic generative score and dynamic threshold to filter misannotations; only a few per-query annotations are sensible, with promising results on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,370 | Answering Table Queries on the Web using Column Keywords | 2012 | VLDB | 0.00012339543 |
| 2,027 | Keyword++: A Framework to Improve Keyword Search Over Entity Databases | 2010 | VLDB | 9.7396736e-05 |
| 4,838 | Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers | 2014 | VLDB | 5.883146e-05 |
| 6,844 | Facet Discovery for Structured Web Search: A Query-log Mining Approach | 2011 | SIGMOD | 4.9045718e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 73 | XRANK: Ranked Keyword Search over XML Documents | 2003 | SIGMOD | 0.0005840064 |
| 108 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB | 0.00048345996 |
| 278 | Efficient IR-Style Keyword Search over Relational Databases | 2003 | VLDB | 0.00029322862 |
| 302 | BLINKS: Ranked Keyword Searches on Graphs | 2007 | SIGMOD | 0.00028343691 |
| 337 | Bidirectional Expansion For Keyword Search on Graph Databases | 2005 | VLDB | 0.00027002505 |
| 873 | Effective Keyword Search in Relational Databases | 2006 | SIGMOD | 0.0001570125 |
| 3,347 | Avatar Semantic Search: A Database Approach to Information Retrieval | 2006 | SIGMOD | 7.1902278e-05 |
| 3,456 | Keyword Search on Structured and Semi-Structured Data | 2009 | SIGMOD | 7.0756309e-05 |
| 4,653 | Reasoning and Identifying Relevant Matches for XML Keyword Search | 2008 | VLDB | 6.0131731e-05 |
| 6,733 | Keyword Query Cleaning | 2008 | VLDB | 4.9435837e-05 |
| 7,322 | Answering Web Queries Using Structured Data Sources | 2009 | SIGMOD | 4.7569445e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,574 | Supporting Keyword Search in Product Database: A Probabilistic Approach | 2013 | VLDB | 4.999847e-05 |
| 3,286 | Using the Structure of Web Sites for Automatic Segmentation of Tables | 2004 | SIGMOD | 7.2692403e-05 |
| 2,324 | Expressive and Flexible Access to Web-Extracted Data: A Keyword-based Structured Query Language | 2010 | SIGMOD | 9.0289103e-05 |
| 12,700 | Toward Learning Based Web Query Processing | 2000 | VLDB | 4.1905499e-05 |
| 1,585 | Answering Table Augmentation Queries from Unstructured Lists on the Web | 2009 | VLDB | 0.00011245609 |
| 6,844 | Facet Discovery for Structured Web Search: A Query-log Mining Approach | 2011 | SIGMOD | 4.9045718e-05 |
| 1,005 | Recovering Semantics of Tables on the Web | 2011 | VLDB | 0.00014694038 |
| 365 | Annotating and Searching Web Tables Using Entities, Types and Relationships | 2010 | VLDB | 0.00025616694 |
| 1,370 | Answering Table Queries on the Web using Column Keywords | 2012 | VLDB | 0.00012339543 |
| 7,322 | Answering Web Queries Using Structured Data Sources | 2009 | SIGMOD | 4.7569445e-05 |