Automatic Extension of Semantic Lexicons with a Bootstrapping Algorithm - Using Corpora to Learn Semantic Features

Name: Automatic Extension of Semantic Lexicons with a Bootstrapping Algorithm - Using Corpora to Learn Semantic Features
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639031379
Price: 274.17 RON
Availability: InStock

Autor: Richard Socher

Limbă:

Legare: Carte broșată

Editura: VDM Verlag Dr. Mueller E.K.

Disponibilitate: În depozitul extern

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274.17 lei

Where is the information I need in this huge pile of data?This question will be asked more and more...

Informații despre carte

Autor

Richard Socher

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2008

Pagini

104

EAN

9783639031379

ISBN

3639031377

Enbook ID

06812849

Editura

VDM Verlag Dr. Mueller E.K.

Greutate

150

Dimensiuni

152 x 229 x 6

Descriere completă

Where is the information I need in this huge pile of data?This question will be asked more and more in our informationsociety and the only way to solve it on a large scale is to processthe data automatically. Since most often this data is unstructuredand available only in natural language, we need to understand theinner structure of natural languages and employ the tools ofcomputer science to effectively extract the information we need.For this task to be successful a good lexicon is needed. Manyfields of advanced natural language processing, such as informationretrieval, word sense disambiguation or semantic web applicationsare based on lexical information. Because the manual creation ofhigh quality lexical resources is very expensive and timeconsuming, there is a need for automatic or semi-automatic tools tocreate these. This book investigates and extends a bootstrappingapproach which permits to extend high quality lexical resourceswith the help of very large corpora. It is directed towardsresearchers or technical staff interested in either automaticallycreating a new lexicon or extending their general or domainspecific lexicons to new domains.

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Automatic Extension of Semantic Lexicons with a Bootstrapping Algorithm - Using Corpora to Learn Semantic Features

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Descriere completă

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