Paper Info
Title
SVM based Manipuri POS tagging using SVM based identified reduplicated MWE (RMWE)
Abstract
The Reduplicated Multiword Expression (RMWE) is identified using Support Vector Machine (SVM) and these identified RMWE is used as a feature for the SVM based POS tagging of Manipuri, which is a very highly agglutinative Indian Schedule Language. A common features approach for both RMWE identification and POS tagging is tried. Identification of RMWE using SVM shows the Recall of 86.11%, Precision of 92.08% and F-measure of 88.99%. The identified RMWE is used as a feature in the SVM based POS tagger which results with the Recall of 71.15%, Precision of 83.15% and F-measure of 76.68%.
Year
DOI
Venue
2012
10.1145/2381716.2381767
CUBE
Keywords
Field
DocType
reduplicated mwe,common feature,support vector machine,rmwe identification,pos tagging,pos tagger,agglutinative indian schedule language,manipuri pos tagging,reduplicated multiword expression,feature
Computer science,Support vector machine,Agglutinative language,Speech recognition,Recall,Multiword expression
Conference
Citations 
PageRank 
References 
0
0.34
10
Authors
2
Name
Order
Citations
PageRank
Kishorjit Nongmeikapam1196.68
Sivaji Bandyopadhyay2929107.30