Semisupervised learning for computational linguistics
Auteur :
Abney, Steven
Éditeur :
Taylor & Francis Inc
ISBN :
9781584885597
Date de publication :
17 sept. 2007
Dimensions :
23,4 x 15,6 cm
Poids :
612 g
Langue :
Anglais
Pays d'origine :
USA
Provides a broad treatment of the theory and linguistic applications of semisupervised methods. This book discusses natural language processing methods, such as self-training and co-training. It focuses on machine learning techniques, including the boundary-oriented methods of perceptrons, boosting, SVMs, and the null-category noise model.