Natural Language Annotation for Machine Learning [ k3746 ]seeders: 2
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Natural Language Annotation for Machine Learning [ k3746 ] (Size: 2.25 MB)
Description ========================  Book Details ISBN: 978-1-4493-0666-3 Year: 2012 Pages: 350 Language: English File size: 2.2 MB File format: PDF ========================   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. Related Torrents
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