Named entity disambiguation on an ontology enriched by Wikipedia

  title={Named entity disambiguation on an ontology enriched by Wikipedia},
  author={Hien T. Nguyen and Tru H. Cao},
  journal={2008 IEEE International Conference on Research, Innovation and Vision for the Future in Computing and Communication Technologies},
Currently, for named entity disambiguation, the short-age of training data is a problem. This paper presents a novel method that overcomes this problem by automatically generating an annotated corpus based on a specific ontology. Then the corpus was enriched with new and informative features extracted from Wikipedia data. Moreover, rather than pursuing rule-based methods as in literature, we employ a machine learning model to not only disambiguate but also identify named entities. In addition… CONTINUE READING
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