Synthesis Lectures on Human Language Technologies

Synthesis HLT @ www.morganclaypool.com

Edited by Graeme Hirst

2018

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  Atefeh Farzindar, Diana Inkpen:
  Natural Language Processing for Social Media, Second Edition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2018

2017

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  Horacio Saggion:
  Automatic Text Simplification. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2017
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  Yoav Goldberg:
  Neural Network Methods for Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2017

2016

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  Philip Williams, Rico Sennrich, Matt Post, Philipp Koehn:
  Syntax-based Statistical Machine Translation. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016
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  Jannik Strötgen, Michael Gertz:
  Domain-Sensitive Temporal Tagging. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016
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  Iryna Gurevych, Judith Eckle-Kohler, Michael Matuschek:
  Linked Lexical Knowledge Bases: Foundations and Applications. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016
• 
  Shay B. Cohen:
  Bayesian Analysis in Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016
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  Tony Veale, Ekaterina Shutova, Beata Beigman Klebanov:
  Metaphor: A Computational Perspective. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016

2015

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  Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen:
  Grammatical Inference for Computational Linguistics. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2015
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  Eileen Fitzpatrick, Joan Bachenko, Tommaso Fornaciari:
  Automatic Detection of Verbal Deception. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2015
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  Atefeh Farzindar, Diana Inkpen:
  Natural Language Processing for Social Media. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2015
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  Sébastien Harispe, Sylvie Ranwez, Stefan Janaqi, Jacky Montmain:
  Semantic Similarity from Natural Language and Ontology Analysis. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2015

2014

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  Hang Li:
  Learning to Rank for Information Retrieval and Natural Language Processing, Second Edition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2014
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  Philipp Cimiano, Christina Unger, John P. McCrae:
  Ontology-Based Interpretation of Natural Language. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2014
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  Claudia Leacock, Martin Chodorow, Michael Gamon, Joel R. Tetreault:
  Automated Grammatical Error Detection for Language Learners, Second Edition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2014

2013

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  Roland Schäfer, Felix Bildhauer:
  Web Corpus Construction. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2013, ISBN 9781608459834, pp. 1-145
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  Ido Dagan, Dan Roth, Mark Sammons, Fabio Massimo Zanzotto:
  Recognizing Textual Entailment: Models and Applications. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2013, ISBN 9781598298345, pp. 1-220
• 
  Emily M. Bender:
  Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2013, ISBN 9781627050111, pp. 1-184
• 
  Anders Søgaard:
  Semi-Supervised Learning and Domain Adaptation in Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2013, ISBN 9781608459858, pp. 1-103
• 
  Vivi Nastase, Preslav Nakov, Diarmuid Ó Séaghdha, Stan Szpakowicz:
  Semantic Relations Between Nominals. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2013, ISBN 9781608459797, pp. 1-119

2012

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  Inderjeet Mani:
  Computational Modeling of Narrative. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2012, ISBN 9781608459810
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  Michael Piotrowski:
  Natural Language Processing for Historical Texts. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2012
• 
  Bing Liu:
  Sentiment Analysis and Opinion Mining. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2012

2011

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  Manfred Stede:
  Discourse Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2011
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  Jörg Tiedemann:
  Bitext Alignment. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2011
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  Noah A. Smith:
  Linguistic Structure Prediction. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2011
• 
  Hang Li:
  Learning to Rank for Information Retrieval and Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2011

2010

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  Afra Alishahi:
  Computational Modeling of Human Language Acquisition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010
• 
  Nizar Habash:
  Introduction to Arabic Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010
• 
  Jian-Yun Nie:
  Cross-Language Information Retrieval. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010
• 
  Claudia Leacock, Martin Chodorow, Michael Gamon, Joel R. Tetreault:
  Automated Grammatical Error Detection for Language Learners. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010
• 
  Jimmy J. Lin, Chris Dyer:
  Data-Intensive Text Processing with MapReduce. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010
• 
  Martha Palmer, Daniel Gildea, Nianwen Xue:
  Semantic Role Labeling. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010

2009

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  Kristiina Jokinen, Michael F. McTear:
  Spoken Dialogue Systems. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2009
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  Kam-Fai Wong, Wenjie Li, Ruifeng Xu, Zheng-sheng Zhang:
  Introduction to Chinese Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2009
• 
  Graham Wilcock:
  Introduction to Linguistic Annotation and Text Analytics. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2009
• 
  Sandra Kübler, Ryan T. McDonald, Joakim Nivre:
  Dependency Parsing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2009

2008

• 
  ChengXiang Zhai:
  Statistical Language Models for Information Retrieval. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2008