434 search results - page 37 / 87 » Large-Scale Support Vector Learning with Structural Kernels |
128
Voted
CIKM
2004
Springer
15 years 8 months ago
2004
Springer
Automatically categorizing documents into pre-defined topic hierarchies or taxonomies is a crucial step in knowledge and content management. Standard machine learning techniques ...
126
Voted
EMNLP
2009
15 years 12 days ago
2009
We present a framework to extract the most important features (tree fragments) from a Tree Kernel (TK) space according to their importance in the target kernelbased machine, e.g. ...
140
Voted
AIRS
2006
Springer
15 years 6 months ago
2006
Springer
Automatic text chunking is a task which aims to recognize phrase structures in natural language text. It is the key technology of knowledge-based system where phrase structures pro...
135
Voted
ACL
2009
15 years 14 days ago
2009
This paper introduces a new algorithm to parse discourse within the framework of Rhetorical Structure Theory (RST). Our method is based on recent advances in the field of statisti...
131
Voted
ICPR
2010
IEEE
15 years 17 days ago
2010
IEEE
Although Support Vector Machines(SVM) succeed in classifying several image databases using image descriptors proposed in the literature, no single descriptor can be optimal for ge...