2027 search results - page 32 / 406 » Learning and Generalization with the Information Bottleneck |
LREC
2010
14 years 11 months ago
2010
In the paper we investigate the impact of data size on a Word Sense Disambiguation task (WSD). We question the assumption that the knowledge acquisition bottleneck, which is known...
EMNLP
2006
14 years 11 months ago
2006
This paper presents a method of automatically constructing information extraction patterns on predicate-argument structures (PASs) obtained by full parsing from a smaller training...
WSC
1997
14 years 11 months ago
1997
A simulation model was developed to predict with a certain degree of probability the optimal escape routs from the coastal areas of the Rio Grand Valley. Along with that, the mode...
ICML
2010
IEEE
14 years 11 months ago
2010
IEEE
We study metric learning as a problem of information retrieval. We present a general metric learning algorithm, based on the structural SVM framework, to learn a metric such that ...
ICML
2004
IEEE
15 years 10 months ago
2004
IEEE
Inductive learning of first-order theory based on examples has serious bottleneck in the enormous hypothesis search space needed, making existing learning approaches perform poorl...