2027 search results - page 32 / 406 » Learning and Generalization with the Information Bottleneck |
107
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LREC
2010
15 years 3 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...
109
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EMNLP
2006
15 years 3 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...
86
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WSC
1997
15 years 3 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...
116
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ICML
2010
IEEE
15 years 3 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 ...
101
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ICML
2004
IEEE
16 years 2 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...