• DocumentCode
    3729266
  • Title

    Innovative algorithms for Parts of Speech Tagging in hindi-english machine translation language

  • Author

    Shachi Mall;Umesh Chandra Jaiswal

  • Author_Institution
    Computer Science and Engineering: dept., Madan Mohan Malaviya University of Technology, Gorakhpur, India
  • fYear
    2015
  • Firstpage
    709
  • Lastpage
    714
  • Abstract
    In this paper we develop and evaluate Parts Of Speech Tagging algorithm for parsing the Hindi text in Unicode format, it verifies the Hindi text according to the correct grammar. The accuracy for only Parts of Speech Tagging 93.6% window-3, 93.96% window-2 and 92.09% window-1. Accuracy of word with Parts of Speech Tagging for window-1- 94.45%, window-2- 95.17% and window-3- 94.75%. The accuracy for Parts of Speech Tagging was achieved by Conditional Random Fields algorithm.
  • Keywords
    Dictionaries
  • Publisher
    ieee
  • Conference_Titel
    Green Computing and Internet of Things (ICGCIoT), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/ICGCIoT.2015.7380555
  • Filename
    7380555
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3729266