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
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;
Conference_Titel :
Data Science & Engineering (ICDSE), 2012 International Conference on
Conference_Location :
Cochin, Kerala
Print_ISBN :
978-1-4673-2148-8
DOI :
10.1109/ICDSE.2012.6282314
