Semi-supervised learning and domain adaptation in natural language processing
Auteur :
Søgaard, Anders
Éditeur :
Springer International Publishing AG
ISBN :
9783031010217
Date de publication :
22 mai 2013
Dimensions :
23,5 x 19,1 cm
Langue :
Anglais
Pays d'origine :
Suisse
This book introduces basic supervised learning algorithms applicable to natural language processing (NLP) and shows how the performance of these algorithms can often be improved by exploiting the marginal distribution of large amounts of unlabeled data.