Technical Introduction to Linguistic Annotation and Text Analytics (Synthesis Lectures on Human Language Technologies) (1598297384)

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Paperback: 160 pages
Publisher: Morgan & Claypool Publishers; 1 edition (June 30, 2009)
Language: English
ISBN-10: 1598297384
ISBN-13: 978-1598297386

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 the book 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 the book are available from the companion website, located at http://sites.morganclaypool.com/wilcock. Table of Contents: Working with XML / Linguistic Annotation / Using Statistical NLP Tools / Annotation Interchange / Annotation Architectures / Text Analytics

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	Introduction to Linguistic Annotation and Text Analytics (Synthesis Lectures on Human Lang Paperback: 160 pages Publisher: Morgan & Claypool Publishers; 1 edition (June 30, 2009) Language: English ISBN-10: 1598297384 ISBN-13: 978-1598297386 Linguistic annotation and text analytics are active areas of research and deve ...

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	Cultures & Languages The German Language Today: A Linguistic Introduction Charles Russ “The German Language Today: A Linguistic Introduction" Routledge \| 1994 \| ISBN: 0415104386 \| 288 pages \| PDF \| 1,4 MB The German Langauge Today presents the linguistic variety of the German speaking community as well as de ...
	Second Language Writers' Text: Linguistic and Rhetorical Features by Eli Hinkel Second Language Writers' Text: Linguistic and Rhetorical Features by Eli HinkelPublisher: Lawrence Erlbaum \| Number Of Pages: 392 \| Publication Date: 2002-01-01 \| ISBN-10: 0805838880 \| PDF \| 1 MbThis comprehensive and detailed analy ...
	Study English Words: A Linguistic Introduction (The Language Library) Heidi Harley, "English Words: A Linguistic Introduction (The Language Library)" Wiley-Blackwell 2006 \| ISBN: 0631230319 \| 320 pages \| PDF \| 3,05 MB Where do new words come from? How are words put together? How do we assign meaning to word ...
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	Introduction to Linguistic Annotation and Text Analytics (Synthesis Lectures on Human Lang Paperback: 160 pages Publisher: Morgan & Claypool Publishers; 1 edition (June 30, 2009) Language: English ISBN-10: 1598297384 ISBN-13: 978-1598297386 Linguistic annotation and text analytics are active areas of research and deve ...

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