Named Entity Corpus Construction using Wikipedia and DBpedia Ontology

@inproceedings{Hahm2014NamedEC,
  title={Named Entity Corpus Construction using Wikipedia and DBpedia Ontology},
  author={YoungGyun Hahm and Jungyeul Park and Kyungtae Lim and Youngsik Kim and Dosam Hwang and Key-Sun Choi},
  booktitle={LREC},
  year={2014}
}
In this paper, we propose a novel method to automatically build a named entity corpus based on the DBpedia ontology. Since most of named entity recognition systems require time and effort consuming annotation tasks as training data. Work on NER has thus for been limited on certain languages like English that are resource-abundant in general. As an alternative, we suggest that the NE corpus generated by our proposed method, can be used as training data. Our approach introduces Wikipedia as a raw… CONTINUE READING

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