Kernel Methods for Natural Language Processing
Jean-Michel Renders
In: Learning Methods for Text Understanding and Mining, 26 - 29 January 2004, Grenoble, France.

Abstract

This tutorial introduces the philosophy of Kernel Methods, and how to use them in Learning tasks. Particular attention is given to Kernels for text (BOW, latent concept, string, word sequence, tree and Fisher Kernels) and their application to NLP tasks.

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