445 search results - page 46 / 89 » Machine Learning and the Cognitive Basis of Natural Language |
99
Voted
IJCNLP
2005
Springer
15 years 6 months ago
2005
Springer
The current work applies Conditional Random Fields to the problem of temporal reference mapping from Chinese text to English text. The learning algorithm utilizes a moderate number...
121
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ALT
2006
Springer
15 years 9 months ago
2006
Springer
Abstract. Recently, some non-regular subclasses of context-free grammars have been found to be efficiently learnable from positive data. In order to use these efficient algorithms ...
151
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ICDE
2012
IEEE
13 years 2 months ago
2012
IEEE
—With the exponential growth in the amount of data that is being generated in recent years, there is a pressing need for applying machine learning algorithms to large data sets. ...
110
Voted
ICML
2010
IEEE
15 years 21 days ago
2010
IEEE
We introduce the Spherical Admixture Model (SAM), a Bayesian topic model for arbitrary 2 normalized data. SAM maintains the same hierarchical structure as Latent Dirichlet Allocat...
128
Voted
NPL
2006
15 years 13 days ago
2006
In multi-instance learning, the training examples are bags composed of instances without labels, and the task is to predict the labels of unseen bags through analyzing the training...