Document representation and multilevel measures of document similarity

  • Authors:
  • Irina Matveeva

  • Affiliations:
  • University of Chicago

  • Venue:
  • NAACL-DocConsortium '06 Proceedings of the 2006 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume: doctoral consortium
  • Year:
  • 2006

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Abstract

We present our work on combining large-scale statistical approaches with local linguistic analysis and graph-based machine learning techniques to compute a combined measure of semantic similarity between terms and documents for application in information extraction, question answering, and summarisation.