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Determining the difficulty of Word Sense Disambiguation.
- 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