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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
hc606ead32b718650
Venue
VLDB
Year
2008
Pagerank
0.00035129658
Overall Rank
89 | 99.41%
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 86 citing papers.

Rank Citing Paper Year Venue Pagerank
316 Annotating and Searching Web Tables Using Entities, Types and Relationships 2010 VLDB 0.00021221602
367 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00019884846
377 TURL: Table Understanding through Representation Learning 2021 VLDB 0.00019570264
484 Data Integration for the Relational Web 2009 VLDB 0.00017548541
509 Goods: Organizing Google's Datasets 2016 SIGMOD 0.00017071087
514 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00017006745
624 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00015479826
694 JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes 2019 SIGMOD 0.00014727089
717 Finding Related Tables 2012 SIGMOD 0.00014532116
757 Recovering Semantics of Tables on the Web 2011 VLDB 0.00014205602
765 Table Union Search on Open Data 2018 VLDB 0.00014125424
1,053 Answering Table Queries on the Web using Column Keywords 2012 VLDB 0.00012274222
1,112 Google Fusion Tables: Web-Centered Data Management and Collaboration 2010 SIGMOD 0.00011980744
1,115 Foofah: Transforming Data By Example 2017 SIGMOD 0.00011964111
1,293 Finding Related Tables in Data Lakes for Interactive Data Science 2020 SIGMOD 0.00011149857
1,318 LSH Ensemble: Internet-Scale Domain Search 2016 VLDB 0.00011047393
1,337 Harvesting Relational Tables from Lists on the Web 2009 VLDB 0.00010987014
1,852 Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning 2023 VLDB 9.5004635e-05
1,880 Ground: A Data Context Service 2017 CIDR 9.4415148e-05
1,917 A Web of Concepts 2009 PODS 9.3790758e-05
1,932 CHORUS: Foundation Models for Unified Data Discovery and Exploration 2024 VLDB 9.34643e-05
2,092 Sato: Contextual Semantic Type Detection in Tables 2020 VLDB 9.0626928e-05
2,120 An Analysis of Structured Data on the Web 2012 VLDB 9.0098024e-05
2,158 Open Data Integration 2018 VLDB 8.941016e-05
2,255 Extraction and Integration of Partially Overlapping Web Sources 2013 VLDB 8.7442418e-05
2,351 Schema Extraction for Tabular Data on the Web 2013 VLDB 8.5928057e-05
2,392 From Data Fusion to Knowledge Fusion 2014 VLDB 8.5332502e-05
2,521 GitTables: A Large-Scale Corpus of Relational Tables 2023 SIGMOD 8.3479333e-05
2,748 Uni-Detect: A Unified Approach to Automated Error Detection in Tables 2019 SIGMOD 8.0610697e-05
2,880 Expressive and Flexible Access to Web-Extracted Data: A Keyword-based Structured Query Language 2010 SIGMOD 7.9144548e-05
2,960 Auto-Detect: Data-Driven Error Detection in Tables 2018 SIGMOD 7.8075103e-05
3,090 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 7.6584982e-05
3,245 InfoGather+: Semantic Matching and Annotation of Numeric and Time-Varying Attributes in Web Tables 2013 SIGMOD 7.4957822e-05
3,254 Stitching Web Tables for Improving Matching Quality 2017 VLDB 7.4899241e-05
3,277 Biperpedia: An Ontology for Search Applications 2014 VLDB 7.4670652e-05
3,288 Ten Years of WebTables 2018 VLDB 7.4530805e-05
3,395 Automatic Wrappers for Large Scale Web Extraction 2011 VLDB 7.3436783e-05
3,615 TEGRA: Table Extraction by Global Record Alignment 2015 SIGMOD 7.1591776e-05
3,912 Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets 2018 SIGMOD 6.9306061e-05
4,244 Pytheas: Pattern-based Table Discovery in CSV Files 2020 VLDB 6.7067197e-05
4,549 Harnessing the Deep Web: Present and Future 2009 CIDR 6.5410269e-05
4,554 Extracting and Querying a Comprehensive Web Database 2009 CIDR 6.5391226e-05
4,567 Structured Annotations of Web Queries 2010 SIGMOD 6.530229e-05
4,589 ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models 2024 VLDB 6.5144711e-05
4,655 A Temporal-Probabilistic Database Model for Information Extraction 2013 VLDB 6.4849316e-05
5,385 SchemaPile: A Large Collection of Relational Database Schemas 2024 SIGMOD 6.1523255e-05
5,523 A First Tutorial on Dataspaces 2008 VLDB 6.0951795e-05
5,614 CrowdQ: Crowdsourced Query Understanding 2013 CIDR 6.066925e-05
5,641 AnyLog: a Grand Unification of the Internet of Things 2020 CIDR 6.0546825e-05
5,866 DIADEM: Thousands of Websites to a Single Database 2014 VLDB 5.9657279e-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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