Investigating Classification for Natural Language Processing Tasks

Name: Investigating Classification for Natural Language Processing Tasks
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639066104
Price: 273.22 RON
Availability: InStock

Autor: Ben Medlock

Limbă:

Legare: Carte broșată

Editura: VDM Verlag Dr. Mueller E.K.

Disponibilitate: În depozitul extern

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In this volume, Ben Medlock investigates the application of machine learning classification techniqu...

Informații despre carte

Autor

Ben Medlock

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2008

Pagini

140

EAN

9783639066104

ISBN

3639066103

Enbook ID

06815961

Editura

VDM Verlag Dr. Mueller E.K.

Greutate

195

Dimensiuni

152 x 229 x 8

Descriere completă

In this volume, Ben Medlock investigates the application of machine learning classification techniques to four key natural language processing tasks: topic classification, spam filtering, anonymisation and hedge identification. Theoretical arguments are combined with practical experiments, and consideration is given to the impact of the presented research within the wider context of the field as a whole.§§Natural language processing (NLP) is a thriving discipline in both the research and commercial arenas. It is central to the next generation of computational systems and a key technology in advancing the ease with which humans and machines interact. The classification paradigm, drawn from the field of machine learning, is a generic framework within which a computational learner induces a functional mapping between a particular sample space and a set of designated target classes, or in simple terms, the automatic assignment of category labels to data. §§This is a wide-ranging exploration of applied classification techniques for NLP and an essential read for those with an interest in the application of computers to language processing.

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Investigating Classification for Natural Language Processing Tasks

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