Applying WebTables in Practice
Summary: Practical deployment of WebTables: scalable filtering to separate data vs. layout/navigation tables and semantic recovery to build a semantically enriched corpus. Corpus powers a 100M+ table structured-data index, Google Docs Research Panel, and richer search snippets. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sreeram Balakrishnan (Google)
- 2. Alon Halevy (Google)
- 3. Boulos Harb (Google)
- 4. Hongrae Lee (Google)
- 5. Jayant Madhavan (Google)
- 6. Afshin Rostamizadeh (Google)
- 7. Warren Shen (Google)
- 8. Kenneth Wilder (Google)
- 9. Fei Wu (Google)
- 10. Cong Yu (Google)
BibTeX Citation
@inproceedings{balakrishnan_cidr15,
address = {Amsterdam, Netherlands},
series = {{CIDR} '15},
title = {{Applying WebTables in Practice}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Balakrishnan, Sreeram and Halevy, Alon and Harb, Boulos and Lee, Hongrae and Madhavan, Jayant and Rostamizadeh, Afshin and Shen, Warren and Wilder, Kenneth and Wu, Fei and Yu, Cong},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 509 | Goods: Organizing Google's Datasets | 2016 | SIGMOD | 0.00017071087 |
| 2,190 | Data Integration: After the Teenage Years | 2017 | PODS | 8.8867887e-05 |
| 3,254 | Stitching Web Tables for Improving Matching Quality | 2017 | VLDB | 7.4899241e-05 |
| 3,288 | Ten Years of WebTables | 2018 | VLDB | 7.4530805e-05 |
| 9,443 | Knowledge Exploration Using Tables on the Web | 2017 | VLDB | 5.1763978e-05 |
| 9,494 | Automatically Generating Interesting Facts from Wikipedia Tables | 2019 | SIGMOD | 5.1708619e-05 |
| 10,179 | Adaptive Schema Databases | 2017 | CIDR | 5.0659942e-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 |
|---|---|---|---|---|
| 89 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB | 0.00035129658 |
| 367 | InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables | 2012 | SIGMOD | 0.00019884846 |
| 757 | Recovering Semantics of Tables on the Web | 2011 | VLDB | 0.00014205602 |
| 1,053 | Answering Table Queries on the Web using Column Keywords | 2012 | VLDB | 0.00012274222 |
| 2,351 | Schema Extraction for Tabular Data on the Web | 2013 | VLDB | 8.5928057e-05 |
| 3,277 | Biperpedia: An Ontology for Search Applications | 2014 | VLDB | 7.4670652e-05 |
| 4,806 | Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers | 2014 | VLDB | 6.4082256e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,245 | InfoGather+: Semantic Matching and Annotation of Numeric and Time-Varying Attributes in Web Tables | 2013 | SIGMOD |
| 2 | 2,351 | Schema Extraction for Tabular Data on the Web | 2013 | VLDB |
| 3 | 7,554 | Table Extraction and Understanding for Scientific and Enterprise Applications | 2020 | VLDB |
| 4 | 1,337 | Harvesting Relational Tables from Lists on the Web | 2009 | VLDB |
| 5 | 316 | Annotating and Searching Web Tables Using Entities, Types and Relationships | 2010 | VLDB |
| 6 | 1,053 | Answering Table Queries on the Web using Column Keywords | 2012 | VLDB |
| 7 | 3,288 | Ten Years of WebTables | 2018 | VLDB |
| 8 | 9,244 | Making Table Understanding Work in Practice | 2022 | CIDR |
| 9 | 757 | Recovering Semantics of Tables on the Web | 2011 | VLDB |
| 10 | 89 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB |