Bootstrapping named entity recognition with automatically generated gazetteer lists

  • Authors:
  • Zornitsa Kozareva

  • Affiliations:
  • University of Alicante, Alicante, Spain

  • Venue:
  • EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
  • Year:
  • 2006

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Abstract

Current Named Entity Recognition systems suffer from the lack of hand-tagged data as well as degradation when moving to other domain. This paper explores two aspects: the automatic generation of gazetteer lists from unlabeled data; and the building of a Named Entity Recognition system with labeled and unlabeled data.