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Natural Language Annotation for Machine Learning

Language EnglishEnglish
Book Paperback
Book Natural Language Annotation for Machine Learning James Pustejovsky
Libristo code: 01217748
Publishers O'Reilly Media, November 2012
Create your own natural language training corpus for machine learning. This example-driven book walk... Full description
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Create your own natural language training corpus for machine learning. This example-driven book walks you through the annotation cycle, from selecting an annotation task and creating the annotation specification to designing the guidelines, creating a "gold standard" corpus, and then beginning the actual data creation with the annotation process. Systems exist for analyzing existing corpora, but making a new corpus can be extremely complex. To help you build a foundation for your own machine learning goals, this easy-to-use guide includes case studies that demonstrate four different annotation tasks in detail. You'll also learn how to use a lightweight software package for annotating texts and adjudicating the annotations. This book is a perfect companion to O'Reilly's Natural Language Processing with Python, which describes how to use existing corpora with the Natural Language Toolkit.

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About the book

Full name Natural Language Annotation for Machine Learning
Language English
Binding Book - Paperback
Date of issue 2012
Number of pages 350
EAN 9781449306663
ISBN 1449306667
Libristo code 01217748
Publishers O'Reilly Media
Weight 618
Dimensions 179 x 233 x 19
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