Collective entity linking in web text: a graph-based method

@article{Han2011CollectiveEL,
  title={Collective entity linking in web text: a graph-based method},
  author={Xianpei Han and L. Sun and Jun Zhao},
  journal={Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval},
  year={2011}
}
  • Xianpei Han, L. Sun, Jun Zhao
  • Published 2011
  • Computer Science
  • Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
  • Entity Linking (EL) is the task of linking name mentions in Web text with their referent entities in a knowledge base. [...] Key Method Specifically, we first propose a graph-based representation, called Referent Graph, which can model the global interdependence between different EL decisions. Then we propose a collective inference algorithm, which can jointly infer the referent entities of all name mentions by exploiting the interdependence captured in Referent Graph. The key benefit of our method comes from…Expand Abstract
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    References

    SHOWING 1-8 OF 8 REFERENCES
    Collective annotation of Wikipedia entities in web text
    • 451
    • Highly Influential
    • PDF
    Identification and Tracing of Ambiguous Names: Discriminative and Generative Approaches
    • 61
    • Highly Influential
    • PDF
    Learning to link with wikipedia
    • 1,219
    • Highly Influential
    • PDF
    Discovering missing links in Wikipedia
    • 166
    • Highly Influential
    • PDF
    Large-Scale Named Entity Disambiguation Based on Wikipedia Data
    • 1,106
    • Highly Influential
    • PDF
    Wikify!: linking documents to encyclopedic knowledge
    • 1,018
    • Highly Influential
    • PDF
    Topic indexing with Wikipedia
    • 234
    • Highly Influential
    • PDF
    Using Encyclopedic Knowledge for Named entity Disambiguation
    • 881
    • Highly Influential
    • PDF