International Journal of Scientific and Research Publications

IJSRP, Volume 3, Issue 11, November 2013 Edition [ISSN 2250-3153]


Word Sense Induction and Disambiguation Using Principal Component Analysis and Latent Semantic Indexing
      Vibhor Gaur, Dr. Satbir Jain
Abstract: In this paper we present a statistical method using principal component analysis and latent semantic indexing to solve the problem of word sense induction and use the generated sense inventory to perform word sense disambiguation. We use standard co-occurrence graph algorithms and word dependency matrices (context words, dependency relations) and map them to a matrix.

Reference this Research Paper (copy & paste below code):

Vibhor Gaur, Dr. Satbir Jain (2018); Word Sense Induction and Disambiguation Using Principal Component Analysis and Latent Semantic Indexing; Int J Sci Res Publ 3(11) (ISSN: 2250-3153). http://www.ijsrp.org/research-paper-1113.php?rp=P232000
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