Yarowsky algorithm

GPTKB entity

Statements (17)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
gptkbp:approach bootstrapping
gptkbp:citation gptkb:Yarowsky,_D._(1995)._Unsupervised_Word_Sense_Disambiguation_Rivaling_Supervised_Methods._ACL.
gptkbp:field natural language processing
computational linguistics
https://www.w3.org/2000/01/rdf-schema#label Yarowsky algorithm
gptkbp:input large set of unlabeled examples
small set of labeled examples
gptkbp:introduced gptkb:David_Yarowsky
gptkbp:introducedIn 1995
gptkbp:method semi-supervised learning
gptkbp:output disambiguated word senses
gptkbp:principle one sense per collocation
one sense per discourse
gptkbp:usedFor word sense disambiguation
gptkbp:bfsParent gptkb:David_Yarowsky
gptkbp:bfsLayer 6