5860 search results - page 151 / 1172 » Learning and Domain Adaptation |
335
click to vote
PAKDD
2011
ACM
14 years 12 months ago
2011
ACM
Discovering rare categories and classifying new instances of them is
an important data mining issue in many fields, but fully supervised
learning of a rare class classifier is pr...
154
click to vote
ISPW
2006
IEEE
16 years 8 days ago
2006
IEEE
Software engineering has learned a great deal about how to create clear and precise process definitions, and how to use them to improve final software products. This paper suggest...
167
click to vote
AAAI
2007
15 years 8 months ago
2007
In this paper, we present a learning-based approach for enabling domain-awareness for a generic natural language interface. Our approach automatically acquires domain knowledge fr...
207
click to vote
AAAI
2012
13 years 8 months ago
2012
This paper concerns learning and prediction with probabilistic models where the domain sizes of latent variables have no a priori upper-bound. Current approaches represent prior d...
149
click to vote
LREC
2008
15 years 7 months ago
2008
We present recent work in the area of Cross-Domain Dialogue Act (DA) tagging. We have previously reported on the use of a simple dialogue act classifier based on purely intra-utte...