Fast support vector machines for convolution tree kernels

DOI10.1007/s10618-012-0276-8zbMath1260.68344OpenAlexW2125555484MaRDI QIDQ1944994

Aliaksei Severyn, Alessandro Moschitti

Publication date: 28 March 2013

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-012-0276-8

zbMATH Keywords

kernel methodsnatural language processinglarge scale learningtree kernels

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Natural language processing (68T50)

Related Items (1)

Fast support vector machines for convolution tree kernels

Uses Software

• SVMlight
• Penn Treebank

Cites Work

• Fast support vector machines for convolution tree kernels
• Sparse kernel SVMs via cutting-plane training
• 10.1162/153244303322533197
• 10.1162/1532443041827925
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