• DocumentCode
    1657950
  • Title

    Chinese spoken language understanding with conditional random fields

  • Author

    Zhou, Weidong ; Yuan, Baozong ; Miao, Zhenjiang ; Zhu, Weibin ; Liu, Weibin

  • Author_Institution
    Inst. of Inf. Sci., Beijing Jiaotong Univ., Beijing
  • fYear
    2008
  • Firstpage
    1479
  • Lastpage
    1482
  • Abstract
    This paper presents a new approach to spoken language understanding tagging for Chinese texts using conditional random fields (CRFs). SLU for spoken dialog system, especially the slot-filling problem is solved as a sequential labeling problem. The experimental results show that this approach has good performance and is feasible for the restricted domain oriented Chinese spoken language understanding.
  • Keywords
    natural language processing; speech synthesis; Chinese texts; chinese spoken language understanding; conditional random fields; sequential labeling problem; slot-filling problem; speech signal processing; spoken dialog system; Automatic speech recognition; Control engineering; Educational institutions; Hidden Markov models; Information science; Labeling; Learning systems; Natural languages; Power system modeling; Tagging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2008. ICSP 2008. 9th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-2178-7
  • Electronic_ISBN
    978-1-4244-2179-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2008.4697412
  • Filename
    4697412
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1657950