1263 search results - page 148 / 253 » Kernel methods for learning languages |
144
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JMLR
2012
13 years 6 months ago
2012
We propose a new method for comparing learning algorithms on multiple tasks which is based on a novel non-parametric test that we call the Poisson binomial test. The key aspect of...
129
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IJCNLP
2005
Springer
15 years 10 months ago
2005
Springer
We propose a novel type of document classification task that quantifies how much a given document (review) appreciates the target object using not binary polarity (good or bad) b...
114
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IFIP
2000
Springer
15 years 8 months ago
2000
Springer
We consider two software packages that interact with each other as components: Overture and PETSc. An interface between these two packages could be of tremendous value to applicati...
136
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EMNLP
2009
15 years 2 months ago
2009
The recently introduced online confidence-weighted (CW) learning algorithm for binary classification performs well on many binary NLP tasks. However, for multi-class problems CW l...
159
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ICML
2006
IEEE
15 years 10 months ago
2006
IEEE
There are well-established methods for reducing the number of support vectors in a trained binary support vector machine, often with minimal impact on accuracy. We show how reduce...