Semisupervised Learning for Computational Linguistics

Semisupervised Learning for Computational Linguistics

Autor
Steven Abney
Editura
Taylor & Francis
An publicare
2007
Nr. Pagini
320
ISBN
9781584885597
Categorii
Business Economie Econometrie Statistica Economica
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Descriere

Providesabroadtreatmentofthetheoryandlinguisticapplicationsofsemisupervisedmethods.Thisbookdiscussesnaturallanguageprocessingmethods,suchasself-trainingandco-training.Itfocusesonmachinelearningtechniques,includingtheboundary-orientedmethodsofperceptrons,boosting,SVMs,andthenull-categorynoisemodel.

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