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ОглавлениеSynthesis Lectures on Human Language Technologies
Editor
Graeme Hirst, University of Toronto
Synthesis Lectures on Human Language Technologies is edited by Graeme Hirst of the University of Toronto. The series consists of 50- to 150-page monographs on topics relating to natural language processing, computational linguistics, information retrieval, and spoken language understanding. Emphasis is on important new techniques, on new applications, and on topics that combine two or more HLT subfields.
Statistical Significance Testing for Natural Language Processing
Rotem Dror, Lotem Peled-Cohen, Segev Shlomov, and Roi Reichart
2020
Deep Learning Approaches to Text Production
Shashi Narayan and Claire Gardent
2020
Linguistic Fundamentals for Natural Language Processing II: 100 Essentials from Semantics to Pragmatics
Emily M. Bender and Alex Lascarides
2019
Cross-Lingual Word Embeddings
Anders Søgaard, Ivan Vulić, Sebastian Ruder, and Manaal Faruqui
2019
Bayesian Analysis in Natural Language Processing, Second Edition
Shay Cohen
2019
Argumentation Mining
Manfred Stede and Jodi Schneider
2018
Quality Estimation for Machine Translation
Lucia Specia, Carolina Scarton, and Gustavo Henrique Paetzold
2018
Natural Language Processing for Social Media, Second Edition
Atefeh Farzindar and Diana Inkpen
2017
Automatic Text Simplification
Horacio Saggion
2017
Neural Network Methods for Natural Language Processing
Yoav Goldberg
2017
Syntax-based Statistical Machine Translation
Philip Williams, Rico Sennrich, Matt Post, and Philipp Koehn
2016
Domain-Sensitive Temporal Tagging
Jannik Strötgen and Michael Gertz
2016
Linked Lexical Knowledge Bases: Foundations and Applications
Iryna Gurevych, Judith Eckle-Kohler, and Michael Matuschek
2016
Bayesian Analysis in Natural Language Processing
Shay Cohen
2016
Metaphor: A Computational Perspective
Tony Veale, Ekaterina Shutova, and Beata Beigman Klebanov
2016
Grammatical Inference for Computational Linguistics
Jeffrey Heinz, Colin de la Higuera, and Menno van Zaanen
2015
Automatic Detection of Verbal Deception
Eileen Fitzpatrick, Joan Bachenko, and Tommaso Fornaciari
2015
Natural Language Processing for Social Media
Atefeh Farzindar and Diana Inkpen
2015
Semantic Similarity from Natural Language and Ontology Analysis
Sébastien Harispe, Sylvie Ranwez, Stefan Janaqi, and Jacky Montmain
2015
Learning to Rank for Information Retrieval and Natural Language Processing, Second Edition
Hang Li
2014
Ontology-Based Interpretation of Natural Language
Philipp Cimiano, Christina Unger, and John McCrae
2014
Automated Grammatical Error Detection for Language Learners, Second Edition
Claudia Leacock, Martin Chodorow, Michael Gamon, and Joel Tetreault
2014
Web Corpus Construction
Roland Schäfer and Felix Bildhauer
2013
Recognizing Textual Entailment: Models and Applications
Ido Dagan, Dan Roth, Mark Sammons, and Fabio Massimo Zanzotto
2013
Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax
Emily M. Bender
2013
Semi-Supervised Learning and Domain Adaptation in Natural Language Processing
Anders Søgaard
2013
Semantic Relations Between Nominals
Vivi Nastase, Preslav Nakov, Diarmuid Ó Séaghdha, and Stan Szpakowicz
2013
Computational Modeling of Narrative
Inderjeet Mani
2012
Natural Language Processing for Historical Texts
Michael Piotrowski
2012
Sentiment Analysis and Opinion Mining
Bing Liu
2012
Discourse Processing
Manfred Stede
2011
Bitext Alignment
Jörg Tiedemann
2011
Linguistic Structure Prediction
Noah A. Smith
2011
Learning to Rank for Information Retrieval and Natural Language Processing
Hang Li
2011
Computational Modeling of Human Language Acquisition
Afra Alishahi
2010
Introduction to Arabic Natural Language Processing
Nizar Y. Habash
2010
Cross-Language Information Retrieval
Jian-Yun Nie
2010
Automated Grammatical Error Detection for Language Learners
Claudia Leacock, Martin Chodorow, Michael Gamon, and Joel Tetreault
2010
Data-Intensive Text Processing with MapReduce
Jimmy Lin and Chris Dyer
2010
Semantic Role Labeling
Martha Palmer, Daniel Gildea, and Nianwen Xue
2010
Spoken Dialogue Systems
Kristiina Jokinen and Michael McTear
2009
Introduction to Chinese Natural Language Processing
Kam-Fai Wong, Wenjie Li, Ruifeng Xu, and Zheng-sheng Zhang
2009
Introduction to Linguistic Annotation and Text Analytics
Graham Wilcock
2009
Dependency Parsing
Sandra Kübler, Ryan McDonald, and Joakim Nivre
2009
Statistical Language Models for Information Retrieval
ChengXiang Zhai
2008
