710 search results - page 65 / 142 » Online Learning with Prior Knowledge |
87
Voted
ACL
2010
15 years 1 months ago
2010
This paper presents a supervised approach for identifying generic noun phrases in context. Generic statements express rulelike knowledge about kinds or events. Therefore, their id...
151
Voted
PAMI
2012
13 years 6 months ago
2012
—It has been shown that the Universum data, which do not belong to either class of the classification problem of interest, may contain useful prior domain knowledge for training...
159
Voted
SIGDIAL
2010
15 years 1 months ago
2010
We present new results from a real-user evaluation of a data-driven approach to learning user-adaptive referring expression generation (REG) policies for spoken dialogue systems. ...
129
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
In this paper, we present an information-theoretic approach to learning a Mahalanobis distance function. We formulate the problem as that of minimizing the differential relative e...
126
Voted
NIPS
2004
15 years 5 months ago
2004
Prediction suffix trees (PST) provide a popular and effective tool for tasks such as compression, classification, and language modeling. In this paper we take a decision theoretic...