40 search results - page 1 / 8 » Ensemble Methods for Unsupervised WSD |
ACL
2006
13 years 6 months ago
2006
IJCAI
2007
13 years 6 months ago
2007
Most word sense disambiguation (WSD) methods require large quantities of manually annotated training data and/or do not exploit fully the semantic relations of thesauri. We propos...
ACL
2004
13 years 6 months ago
2004
Supervised learning methods for WSD yield better performance than unsupervised methods. Yet the availability of clean training data for the former is still a severe challenge. In ...
COLING
2008
13 years 6 months ago
2008
We present an automatic method for senselabeling of text in an unsupervised manner. The method makes use of distributionally similar words to derive an automatically labeled train...
NLPRS
2001
Springer
13 years 9 months ago
2001
Springer
We propose a new ensembling method of Support Vector Machines (SVMs) based on Feature Space Restructuring. In the proposed method, the weighted majority voting method is applied f...