TabEL: Entity Linking in Web Tables

@inproceedings{Bhagavatula2015TabELEL,
  title={TabEL: Entity Linking in Web Tables},
  author={Chandra Bhagavatula and Thanapon Noraset and Doug Downey},
  booktitle={International Semantic Web Conference},
  year={2015}
}
Web tables form a valuable source of relational data. [...] Key Method TabEL differs from previous work by weakening the assumption that the semantics of a table can be mapped to pre-defined types and relations found in the target KB. Instead, TabEL enforces soft constraints in the form of a graphical model that assigns higher likelihood to sets of entities that tend to co-occur in Wikipedia documents and tables. In experiments, TabEL significantly reduces error when compared to current state-of-the-art table…Expand
90 Citations
Entity Linking in Web Tables with Multiple Linked Knowledge Bases
  • 7
  • Highly Influenced
  • PDF
Joint Entity Linking for Web Tables with Hybrid Semantic Matching
  • PDF
Web-Scale Web Table to Knowledge Base Matching
  • 7
  • PDF
Annotating Web Tables through Knowledge Bases: A Context-Based Approach
  • 2
  • PDF
Matching Web Tables with Knowledge Base Entities: From Entity Lookups to Entity Embeddings
  • 53
  • Highly Influenced
  • PDF
A Holistic Approach for Semantic Interpretation of Relational Web tables
  • Highly Influenced
Automatic Table completion using Knowledge Base
  • Highly Influenced
  • PDF
Novel Entity Discovery from Web Tables
  • 7
  • PDF
Tab2Know: Building a Knowledge Base from Tables in Scientific Papers
  • 1
  • PDF
Entities with Quantities
  • G. Weikum
  • Computer Science
  • IEEE Data Eng. Bull.
  • 2020
  • 1
  • PDF
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 43 REFERENCES
Annotating and searching web tables using entities, types and relationships
  • 345
  • Highly Influential
  • PDF
Recovering Semantics of Tables on the Web
  • 311
  • PDF
Understanding Tables on the Web
  • 152
  • PDF
Automatically Generating Government Linked Data from Tables
  • 17
  • PDF
Exploiting a Web of Semantic Data for Interpreting Tables
  • 77
Methods for exploring and mining tables on Wikipedia
  • 60
  • PDF
WebTables: exploring the power of tables on the web
  • 605
  • PDF
Using linked data to mine RDF from wikipedia's tables
  • 58
  • PDF
AGDISTIS - Graph-Based Disambiguation of Named Entities Using Linked Data
  • 175
  • PDF
Knowledge Base Augmentation using Tabular Data
  • 45
  • PDF
...
1
2
3
4
5
...