2750 search results - page 134 / 550 » Learning Efficient Parsing |
107
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
In many applications, unlabelled examples are inexpensive and easy to obtain. Semisupervised approaches try to utilise such examples to reduce the predictive error. In this paper,...
151
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
135
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PRL
2011
14 years 9 months ago
2011
Machine Learning based on the Regularized Least Square (RLS) model requires one to solve a system of linear equations. Direct-solution methods exhibit predictable complexity and s...
126
Voted
CICLING
2010
Springer
15 years 9 months ago
2010
Springer
Binary semantic relation extraction from Wikipedia is particularly useful for various NLP and Web applications. Currently frequent pattern miningbased methods and syntactic analysi...
120
Voted
CIKM
2007
Springer
15 years 8 months ago
2007
Springer
Several problems in text categorization are too hard to be solved by standard bag-of-words representations. Work in kernel-based learning has approached this problem by (i) consid...