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AAAI
2006

Kernel Methods for Word Sense Disambiguation and Acronym Expansion

14 years 10 days ago
Kernel Methods for Word Sense Disambiguation and Acronym Expansion
The scarcity of manually labeled data for supervised machine learning methods presents a significant limitation on their ability to acquire knowledge. The use of kernels in Support Vector Machines (SVMs) provides an excellent mechanism to introduce prior knowledge into the SVM learners, such as by using unlabeled text or existing ontologies as additional knowledge sources. Our aim is to develop three kernels
Mahesh Joshi, Ted Pedersen, Richard Maclin, Sergue
Added 30 Oct 2010
Updated 30 Oct 2010
Type Conference
Year 2006
Where AAAI
Authors Mahesh Joshi, Ted Pedersen, Richard Maclin, Serguei V. S. Pakhomov
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