Fine-grained proper noun ontologies for question answering

  • Authors:
  • Gideon S. Mann

  • Affiliations:
  • Johns Hopkins University, Baltimore, Maryland

  • Venue:
  • SEMANET '02 Proceedings of the 2002 workshop on Building and using semantic networks - Volume 11
  • Year:
  • 2002

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Abstract

The WordNet lexical ontology, which is primarily composed of common nouns, has been widely used in retrieval tasks. Here, we explore the notion of a fine-grained proper noun ontology and argue for the utility of such an ontology in retrieval tasks. To support this claim, we build a fine-grained proper noun ontology from unrestricted news text and use this ontology to improve performance on a question answering task.