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A Support Vector Machine Approach to Dutch Part-of-Speech Tagging

Published on Oct 08, 20075383 Views

Mannes Poel

Part-of-Speech tagging, the assignment of Parts-of-Speech to the words in a given context of use, is a basic technique in many systems that handle natural languages. This paper describes a method f

IDA 2007 - Ljubljana

Related categories

Support Vector MachinesSpeech Analysis

Chapter list

A Support Vector Machine Approach to Dutch Part of Speech Tagging00:00
Outline00:33
CGN: Corpus Spoken Dutch01:20
Part of Speech Tags02:28
Tag Set03:38
Part-of-Speech Tagging04:15
Goal & Challenge04:47
Design of the SVM Tagger05:33
Decomposing the SVM07:30
Initial Committee of SVM’s09:43
Training and Test Data10:36
Initial Evaluation on Validation Set11:15
Compound Analysis pt 112:31
Compound Analysis pt 213:34
The Final Committee of SVM’s14:10
Overall Performance14:49
More Detailed Performance Analysis15:28
Conclusions pt 116:09
Conclusions pt 216:27
Design of the SVM Tagger (a)20:49