1746 search results - page 85 / 350 » Hierarchical Unsupervised Learning |
112
Voted
INLG
2010
Springer
15 years 17 days ago
2010
Springer
We describe our contribution to the Generation Challenge 2010 for the tasks of Named Entity Recognition and coreference detection (GREC-NER). To extract the NE and the referring e...
111
Voted
COLING
2010
14 years 9 months ago
2010
We present a simple algorithm for clustering semantic patterns based on distributional similarity and use cluster memberships to guide semi-supervised pattern discovery. We apply ...
126
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
A learning problem that has only recently gained attention in the machine learning community is that of learning a classifier from group probabilities. It is a learning task that ...
146
Voted
COLING
2010
14 years 9 months ago
2010
This paper presents a novel semisupervised learning algorithm called Active Deep Networks (ADN), to address the semi-supervised sentiment classification problem with active learni...
132
Voted
NIPS
2004
15 years 4 months ago
2004
We present a novel method for learning with Gaussian process regression in a hierarchical Bayesian framework. In a first step, kernel matrices on a fixed set of input points are l...