• DocumentCode
    2668762
  • Title

    Modification Relations Based Emotional Keywords Annotation Using Conditional Random Fields

  • Author

    Wu, Yunong ; Kita, Kenji ; Ren, Fuji ; Matsumoto, Kazuyuki ; Kang, Xin

  • Author_Institution
    Fac. of Eng., Univ. of Tokushima, Tokushima, Japan
  • fYear
    2011
  • fDate
    1-3 Nov. 2011
  • Firstpage
    81
  • Lastpage
    84
  • Abstract
    In this study, we demonstrate the effectiveness of modification features for emotional keywords annotation on Chinese sentences extracted from a Chinese emotion corpus. Eight basic word emotion categories have been selected and Conditional Random Fields is employed in eight experiments with different sets of features. Our result shows that modification features make the contribution to emotional keywords annotation.
  • Keywords
    natural language interfaces; Chinese emotion corpus; Chinese sentence; conditional random field; emotional keyword annotation; word emotion category; Intelligent networks; Intelligent systems; CRFs; emotional keywords annotation; modification features;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Networks and Intelligent Systems (ICINIS), 2011 4th International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4577-1626-3
  • Type

    conf

  • DOI
    10.1109/ICINIS.2011.29
  • Filename
    6104698
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2668762