Natural Language Annotation for Machine Learning: A Guide to Corpus-Building for Applications

Natural Language Annotation for Machine Learning: A Guide to Corpus-Building for Applications

by JamesPustejovsky (Author), Amber Stubbs (Author)

Synopsis

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.

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More Information

Format: Illustrated
Pages: 342
Edition: 1
Publisher: O'Reilly Media
Published: 04 Nov 2012

ISBN 10: 1449306667
ISBN 13: 9781449306663