963 search results - page 43 / 193 » Active Learning by Labeling Features |
110
Voted
BMCBI
2010
15 years 2 months ago
2010
Background: Biological processes in cells are carried out by means of protein-protein interactions. Determining whether a pair of proteins interacts by wet-lab experiments is reso...
126
Voted
IIR
2010
15 years 4 months ago
2010
Given a classifier trained on relatively few training examples, active learning (AL) consists in ranking a set of unlabeled examples in terms of how informative they would be, if ...
133
Voted
SIGIR
2010
ACM
15 years 2 months ago
2010
ACM
In recent years, active learning methods based on experimental design achieve state-of-the-art performance in text classification applications. Although these methods can exploit ...
135
Voted
ECML
2006
Springer
15 years 6 months ago
2006
Springer
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
151
Voted
ACL
2009
15 years 13 days ago
2009
Modern models of relation extraction for tasks like ACE are based on supervised learning of relations from small hand-labeled corpora. We investigate an alternative paradigm that ...