• DocumentCode
    3108806
  • Title

    Comparison of statistical and semantic similarity techniques for paraphrase identification

  • Author

    Abraham, Savitha Sam ; Idicula, Sumam Mary

  • Author_Institution
    Dept. of Comput. Sci., CUSAT, Cochin, India
  • fYear
    2012
  • fDate
    18-20 July 2012
  • Firstpage
    209
  • Lastpage
    213
  • Abstract
    This paper compares statistical technique of paraphrase identification to semantic technique of paraphrase identification. The statistical techniques used for comparison are word set and word-order based methods where as the semantic technique used is the WordNet similarity matrix method described by Stevenson and Fernando in [3].
  • Keywords
    database management systems; matrix algebra; natural language processing; statistical analysis; WordNet similarity matrix method; paraphrase identification; semantic similarity techniques; statistical techniques; word set based methods; word-order based methods; Computer science; Integrated circuits; Knowledge based systems; Measurement; Semantics; Training; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Science & Engineering (ICDSE), 2012 International Conference on
  • Conference_Location
    Cochin, Kerala
  • Print_ISBN
    978-1-4673-2148-8
  • Type

    conf

  • DOI
    10.1109/ICDSE.2012.6282314
  • Filename
    6282314
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3108806