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Semantic Extraction with Use of Frames

  • Jakub Dutkiewicz
  • Maciej Falkowski
  • Maciej Nowak
  • Czesław Jędrzejek
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8686)

Abstract

This work describes an information extraction methodology which uses shallow parsing. We present detailed information on the extraction process, data structures used within that process as well as the evaluation of the described method. The extraction is fully automatic. Instead of machine learning it uses predefined frame templates and vocabulary stored within a domain ontology with elements related to frame templates. The architecture of the information extractor is modular and the main extraction module is capable of processing various languages when lexicalization for these languages is provided.

Keywords

Information extraction event extraction semantics frames 

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Jakub Dutkiewicz
    • 1
  • Maciej Falkowski
    • 1
  • Maciej Nowak
    • 1
  • Czesław Jędrzejek
    • 1
  1. 1.Institute of Control and Information EngineeringPoznań University of TechnologyPoznańPoland

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