A Generative Entity-Mention Model for Linking Entities with Knowledge Base

@inproceedings{Han2011AGE,
  title={A Generative Entity-Mention Model for Linking Entities with Knowledge Base},
  author={Xianpei Han and Le Sun},
  booktitle={ACL},
  year={2011}
}
Linking entities with knowledge base (entity linking) is a key issue in bridging the textual data with the structural knowledge base. Due to the name variation problem and the name ambiguity problem, the entity linking decisions are critically depending on the heterogenous knowledge of entities. In this paper, we propose a generative probabilistic model, called entitymention model, which can leverage heterogenous entity knowledge (including popularity knowledge, name knowledge and context… CONTINUE READING

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