3273 search results - page 395 / 655 » types 2007 |
217
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ESANN
2007
15 years 8 months ago
2007
Uncertainty is a popular phenomenon in machine learning and a variety of methods to model uncertainty at different levels has been developed. The aim of this paper is to motivate ...
177
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IJCAI
2007
15 years 8 months ago
2007
The goal of transfer learning is to use the knowledge acquired in a set of source tasks to improve performance in a related but previously unseen target task. In this paper, we pr...
165
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ACL
2006
15 years 8 months ago
2006
away concepts from the surface form of the text. The authors argue that while there has been research into automatic classification, general classification schemes are unsuitable f...
189
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ACL
2006
15 years 8 months ago
2006
Most information extraction systems either use hand written extraction patterns or use a machine learning algorithm that is trained on a manually annotated corpus. Both of these a...
135
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APCCM
2004
15 years 8 months ago
2004
A person working with diverse information sources--with possibly different formats and information models--may recognize and wish to express conceptual structures that are not exp...