• DOI:10.1145/2009916.2010019
Corpus ID: 14428938

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

@inproceedings{Han2011CollectiveEL,
  title={Collective entity linking in web text: a graph-based method},
  author={Xianpei Han and L. Sun and Jun Zhao},
  booktitle={SIGIR '11},
  year={2011}
}

Xianpei Han, L. Sun, Jun Zhao

Published in SIGIR '11 2011

Computer Science

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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