Description: Introduction to Linguistic Annotation and Text Analytics, Paperback by Wilcock, Graham, ISBN 3031010043, ISBN-13 9783031010040, Brand New, Free shipping in the US Linguistic annotation and text analytics are active areas of research and development, with academic conferences and industry events such as the Linguistic Annotation Workshops and the annual Text Analytics Summits. This book provides a basic introduction to both fields, and aims to show that good linguistic annotations are the essential foundation for good text analytics. After briefly reviewing the basics of XML, with practical exercises illustrating in-line and stand-off annotations, a chapter is devoted to explaining the different levels of linguistic annotations. The reader is encouraged to create example annotations using the WordFreak linguistic annotation tool. The next chapter shows how annotations can be created automatically using statistical NLP tools, and compares two sets of tools, the OpenNLP and Stanford NLP tools. The second half of th describes different annotation formats and gives practical examples of how to interchange annotations between different formats using XSLT transformations. The two main text analytics architectures, GATE and UIMA, are then described and compared, with practical exercises showing how to configure and customize them. The final chapter is an introduction to text analytics, describing the main applications and functions including named entity recognition, coreference resolution and information extraction, with practical examples using both open source and commercial tools. Copies of the example files, scripts, and stylesheets used in th are available from the companion website, located at th of Contents: Working with XML / Linguistic Annotation / Using Statistical NLP Tools / Annotation Interchange / Annotation Architectures / Text Analytics
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Book Title: Introduction to Linguistic Annotation and Text Analytics
Number of Pages: IX, 151 Pages
Publication Name: Introduction to Linguistic Annotation and Text Analytics
Language: English
Publisher: Springer International Publishing A&G
Publication Year: 2009
Subject: Intelligence (Ai) & Semantics, Speech & Audio Processing, Linguistics / General
Item Weight: 11.1 Oz
Type: Textbook
Author: Graham Wilcock
Item Length: 9.3 in
Subject Area: Computers, Language Arts & Disciplines
Item Width: 7.5 in
Series: Synthesis Lectures on Human Language Technologies Ser.
Format: Trade Paperback
