title: Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
author:  Yoav Goldberg 
description: Yoav Goldberg has been working in natural language processing for over a decade. He is a Senior Lecturer at the Computer Science Department at Bar-Ilan University, Israel. Prior to that, he was a researcher at Google Research, New York. He received his Ph.D. in Computer Science and Natural Language Processing from Ben Gurion University (2011). He regularly reviews for NLP and machine learning venues, and serves at the editorial board of <i>Computational Linguistics</i>. He published over 50 research papers and received best paper and outstanding paper awards at major natural language processing conferences. His research interests include machine learning for natural language, structured prediction, syntactic parsing, processing of morphologically rich languages, and, in the past two years, neural network models with a focus on recurrent neural networks.
zlib_text: James Pustejovsky and Amber Stubbs
  Natural Language Annotation for
  Machine Learning
  
  Natural Language Annotation for Machine Learning
  by James Pustejovsky and Amber Stubbs
  Copyright © 2013 James Pustejovsky and Amber Stubbs. All rights reserved.
  Printed in the United States of America.
  Published by O’Reilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA 95472.
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  Editors: Julie Steele and Meghan Blanchette
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  Cover Designer: Randy Comer
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  Illustrator: Rebecca Demarest
  October 2012:
  First Edition
  Revision History for the First Edition:
  2012-10-10: First