221 search results - page 2 / 45 » Domain Adaptation for Statistical Classifiers |
ICML
2009
IEEE
14 years 5 months ago
2009
IEEE
We propose a multiple source domain adaptation method, referred to as Domain Adaptation Machine (DAM), to learn a robust decision function (referred to as target classifier) for l...
JEI
2008
13 years 4 months ago
2008
We perform a statistical analysis of curvelet coefficients, distinguishing between two classes of coefficients: those that contain a significant noise-free component, which we call...
EACL
2009
ACL Anthology
14 years 5 months ago
2009
ACL Anthology
EMNLP
2010
13 years 2 months ago
2010
We describe a new approach to SMT adaptation that weights out-of-domain phrase pairs according to their relevance to the target domain, determined by both how similar to it they a...
ECIR
2009
Springer
13 years 2 months ago
2009
Springer
Abstract. In the community of sentiment analysis, supervised learning techniques have been shown to perform very well. When transferred to another domain, however, a supervised sen...