• DocumentCode
    1662434
  • Title

    The Syntactic Features and Identification Analysis of "Planting" Verb Metaphors

  • Author

    Wang, Zhimin ; Jia, Yuxiang ; He, Li

  • Author_Institution
    Beijing Language & Culture Univ., Beijing, China
  • Volume
    3
  • fYear
    2011
  • Firstpage
    185
  • Lastpage
    188
  • Abstract
    This paper explores the rules of the construction and the syntactic features of the "planting" verbal metaphors, with the detailed analysis on syntax, semantics and constitute of the verbal metaphorical expression. Furthermore, we extract the key features to distinguish the verbal metaphors based on the differences between the verbal metaphorical expressions and the literal meanings, and apply the machine learning method to the identification of the verbal metaphor. The experiments show that verbal metaphor has its own unique features on syntax. It would greatly improve the performance of the machine learning models with the addition of these features. Lastly, this method could be extended to other kinds of verbal metaphor.
  • Keywords
    computational linguistics; learning (artificial intelligence); machine learning method; metaphor constitution; metaphor semantics; metaphor syntax; planting verbal metaphor; verbal metaphorical expression; Context; Feature extraction; Heart; Pragmatics; Semantics; Support vector machines; Syntactics; machine learning; metaphor recognition; metaphorical mapping; syntactic features;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011 IEEE/WIC/ACM International Conference on
  • Conference_Location
    Lyon
  • Print_ISBN
    978-1-4577-1373-6
  • Electronic_ISBN
    978-0-7695-4513-4
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2011.16
  • Filename
    6040836