• DocumentCode
    1954323
  • Title

    A Suffix-Based Noun and Verb Classifier for an Inflectional Language

  • Author

    Saharia, Navanath ; Sharma, Utpal ; Kalita, Jugal

  • Author_Institution
    Dept. of CSE, Tezpur Univ. Assam, Tezpur, India
  • fYear
    2010
  • fDate
    28-30 Dec. 2010
  • Firstpage
    19
  • Lastpage
    22
  • Abstract
    Nouns and verbs pose the major challenge in part-of-speech tagging exercises. In this paper we present a suffix based noun and verb classifier for Assamese, an inflectional, relatively free word order Indic language. We used a tiny dictionary of frequent words to increase the accuracy. We obtained F-score of around 85%.
  • Keywords
    dictionaries; natural language processing; Indic language; dictionary; inflectional language; part-of-speech tagging exercises; suffix based noun; verb classifier; Accuracy; Artificial neural networks; Computational linguistics; Hidden Markov models; Natural language processing; Pragmatics; Tagging; Assamese; Noun; POS Tagging; Verb;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Asian Language Processing (IALP), 2010 International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-9063-9
  • Type

    conf

  • DOI
    10.1109/IALP.2010.64
  • Filename
    5681558
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1954323