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WebTables: Exploring the Power of Tables on the Web

Summary: Mines 14.1B web tables to identify 154M high-quality relational datasets—an unprecedented corpus. WebTables adds table-specific search and AcsDB corpus statistics, enabling schema autocomplete, synonym discovery, and join-graph navigation. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
9885
Venue
VLDB
Year
2008
Pagerank
0.00034838835
Overall Rank
91 | 99.38%
DOI
10.14778/1454159.1454166

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{cafarella_vldb08,
        title = {{WebTables: Exploring the Power of Tables on the Web}},
        author = {Cafarella, Michael J. and Halevy, Alon and Wang, Daisy Zhe and Wu, Eugene and Zhang, Yang},
        journal = {PVLDB},
        series = {{VLDB} '08},
        volume = {1},
        number = {1},
        pages = {538--549},
        doi = {10.14778/1454159.1454166},
        url = {https://doi.org/10.14778/1454159.1454166},
        year = {2008}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 85 citing papers.

Rank Citing Paper Year Venue Pagerank
317 Annotating and Searching Web Tables Using Entities, Types and Relationships 2010 VLDB 0.00021402049
367 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00019979463
397 TURL: Table Understanding through Representation Learning 2021 VLDB 0.00019278189
493 Data Integration for the Relational Web 2009 VLDB 0.00017558709
514 Goods: Organizing Google's Datasets 2016 SIGMOD 0.00017178673
516 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00017171198
739 Finding Related Tables 2012 SIGMOD 0.0001448231
749 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00014379989
753 Recovering Semantics of Tables on the Web 2011 VLDB 0.00014336094
779 JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes 2019 SIGMOD 0.00014092047
878 Table Union Search on Open Data 2018 VLDB 0.00013463374
1,055 Answering Table Queries on the Web using Column Keywords 2012 VLDB 0.00012389274
1,098 Google Fusion Tables: Web-Centered Data Management and Collaboration 2010 SIGMOD 0.00012179025
1,165 Foofah: Transforming Data By Example 2017 SIGMOD 0.00011860616
1,303 Finding Related Tables in Data Lakes for Interactive Data Science 2020 SIGMOD 0.0001123653
1,316 Harvesting Relational Tables from Lists on the Web 2009 VLDB 0.00011181216
1,495 LSH Ensemble: Internet-Scale Domain Search 2016 VLDB 0.00010571481
1,873 A Web of Concepts 2009 PODS 9.5751398e-05
1,902 Ground: A Data Context Service 2017 CIDR 9.506714e-05
2,096 An Analysis of Structured Data on the Web 2012 VLDB 9.1746663e-05
2,192 Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning 2023 VLDB 8.9767241e-05
2,216 Open Data Integration 2018 VLDB 8.9374127e-05
2,223 Sato: Contextual Semantic Type Detection in Tables 2020 VLDB 8.9189986e-05
2,242 CHORUS: Foundation Models for Unified Data Discovery and Exploration 2024 VLDB 8.8823802e-05
2,322 Extraction and Integration of Partially Overlapping Web Sources 2013 VLDB 8.7526172e-05
2,351 From Data Fusion to Knowledge Fusion 2014 VLDB 8.7099618e-05
2,415 Schema Extraction for Tabular Data on the Web 2013 VLDB 8.6069635e-05
2,728 Uni-Detect: A Unified Approach to Automated Error Detection in Tables 2019 SIGMOD 8.1995954e-05
2,790 GitTables: A Large-Scale Corpus of Relational Tables 2023 SIGMOD 8.1200509e-05
2,832 Expressive and Flexible Access to Web-Extracted Data: A Keyword-based Structured Query Language 2010 SIGMOD 8.0783003e-05
3,147 Auto-Detect: Data-Driven Error Detection in Tables 2018 SIGMOD 7.7077175e-05
3,181 InfoGather+: Semantic Matching and Annotation of Numeric and Time-Varying Attributes in Web Tables 2013 SIGMOD 7.6595256e-05
3,211 Biperpedia: An Ontology for Search Applications 2014 VLDB 7.6330836e-05
3,228 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 7.6215176e-05
3,271 Ten Years of WebTables 2018 VLDB 7.5779937e-05
3,301 Stitching Web Tables for Improving Matching Quality 2017 VLDB 7.5408662e-05
3,340 Automatic Wrappers for Large Scale Web Extraction 2011 VLDB 7.5040045e-05
3,574 TEGRA: Table Extraction by Global Record Alignment 2015 SIGMOD 7.2958137e-05
3,894 Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets 2018 SIGMOD 7.0417782e-05
4,168 Pytheas: Pattern-based Table Discovery in CSV Files 2020 VLDB 6.8570481e-05
4,461 Extracting and Querying a Comprehensive Web Database 2009 CIDR 6.6889881e-05
4,471 Harnessing the Deep Web: Present and Future 2009 CIDR 6.6813981e-05
4,494 Structured Annotations of Web Queries 2010 SIGMOD 6.6624281e-05
4,515 ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models 2024 VLDB 6.6492389e-05
4,556 A Temporal-Probabilistic Database Model for Information Extraction 2013 VLDB 6.6335067e-05
5,389 A First Tutorial on Dataspaces 2008 VLDB 6.2346998e-05
5,466 SchemaPile: A Large Collection of Relational Database Schemas 2024 SIGMOD 6.2075052e-05
5,474 CrowdQ: Crowdsourced Query Understanding 2013 CIDR 6.2054029e-05
5,543 AnyLog: a Grand Unification of the Internet of Things 2020 CIDR 6.1800731e-05
5,745 DIADEM: Thousands of Websites to a Single Database 2014 VLDB 6.1018855e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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