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Determining the difficulty of Word Sense Disambiguation.

Authors :
McInnes, Bridget T.
Stevenson, Mark
Source :
Journal of Biomedical Informatics; Feb2014, Vol. 47, p83-90, 8p
Publication Year :
2014

Abstract

Highlights: [•] We explore estimating WSD performance on a range of ambiguous biomedical terms. [•] We evaluate the difficulty predictions against the output of two WSD systems. [•] Supervised methods are the best predictors but limited by labeled training data. [•] Unsupervised methods all perform well and can be applied more widely. [•] Best performance was obtained using the relatedness measure proposed by Lesk. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15320464
Volume :
47
Database :
Supplemental Index
Journal :
Journal of Biomedical Informatics
Publication Type :
Academic Journal
Accession number :
94870564
Full Text :
https://doi.org/10.1016/j.jbi.2013.09.009