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ORCIDSynthesis Lectures on Human Language Technologies
2021
- Stefan Riezler, Michael Hagmann:
Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2021, ISBN 978-3-031-01055-2, pp. 1-165 - Beata Beigman Klebanov, Nitin Madnani:
Automated Essay Scoring. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2021, ISBN 978-3-031-01054-5, pp. 1-314 - Jimmy Lin, Rodrigo Frassetto Nogueira
, Andrew Yates:
Pretrained Transformers for Text Ranking: BERT and Beyond. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2021, ISBN 978-3-031-01053-8, pp. 1-325 - Anders Søgaard:
Explainable Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2021, ISBN 978-3-031-01052-1, pp. 1-123 - Kyle Gorman, Richard Sproat:
Finite-State Text Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2021, ISBN 978-3-031-01051-4, pp. 1-158 - Vivi Nastase, Stan Szpakowicz, Preslav Nakov, Diarmuid Ó Séaghdha:
Semantic Relations Between Nominals, Second Edition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2021, ISBN 978-3-031-01050-7, pp. 1-234
2020
- Mohammad Taher Pilehvar, José Camacho-Collados:
Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01049-1 - Michael F. McTear:
Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01048-4 - Anna Atefeh Farzindar, Diana Inkpen:
Natural Language Processing for Social Media, Third Edition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01047-7 - Rotem Dror, Lotem Peled-Cohen, Segev Shlomov, Roi Reichart:
Statistical Significance Testing for Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01046-0 - Shashi Narayan, Claire Gardent:
Deep Learning Approaches to Text Production. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01045-3
2019
- Emily M. Bender, Alex Lascarides:
Linguistic Fundamentals for Natural Language Processing II: 100 Essentials from Semantics and Pragmatics. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2019, ISBN 978-3-031-01044-6 - Anders Søgaard, Ivan Vulic, Sebastian Ruder, Manaal Faruqui:
Cross-Lingual Word Embeddings. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2019, ISBN 978-3-031-01043-9 - Shay B. Cohen:
Bayesian Analysis in Natural Language Processing, Second Edition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2019, ISBN 978-3-031-01042-2
2018
- Manfred Stede, Jodi Schneider:
Argumentation Mining. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2018, ISBN 978-3-031-01041-5 - Lucia Specia, Carolina Scarton, Gustavo Henrique Paetzold:
Quality Estimation for Machine Translation. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2018, ISBN 978-3-031-01040-8
2017
- Atefeh Farzindar, Diana Inkpen:
Natural Language Processing for Social Media, Second Edition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2017, ISBN 978-3-031-02167-1 - Horacio Saggion:
Automatic Text Simplification. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2017, ISBN 978-3-031-01038-5 - Yoav Goldberg:
Neural Network Methods for Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2017, ISBN 978-3-031-01037-8
2016
- Philip Williams, Rico Sennrich, Matt Post, Philipp Koehn:
Syntax-based Statistical Machine Translation. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016, ISBN 978-3-031-01036-1 - Jannik Strötgen, Michael Gertz:
Domain-Sensitive Temporal Tagging. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016, ISBN 978-3-031-01035-4 - Iryna Gurevych, Judith Eckle-Kohler, Michael Matuschek:
Linked Lexical Knowledge Bases: Foundations and Applications. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016, ISBN 978-3-031-01034-7 - Shay B. Cohen:
Bayesian Analysis in Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016, ISBN 978-3-031-02161-9 - Tony Veale, Ekaterina Shutova, Beata Beigman Klebanov:
Metaphor: A Computational Perspective. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016, ISBN 978-3-031-01032-3
2015
- Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen:
Grammatical Inference for Computational Linguistics. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2015, ISBN 978-3-031-01031-6 - Eileen Fitzpatrick, Joan Bachenko, Tommaso Fornaciari:
Automatic Detection of Verbal Deception. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2015, ISBN 978-3-031-01030-9 - Atefeh Farzindar, Diana Inkpen:
Natural Language Processing for Social Media. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2015, ISBN 978-3-031-02157-2 - 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, ISBN 978-3-031-01028-6
2014
- Hang Li:
Learning to Rank for Information Retrieval and Natural Language Processing, Second Edition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2014, ISBN 978-3-031-01027-9 - Philipp Cimiano, Christina Unger, John P. McCrae:
Ontology-Based Interpretation of Natural Language. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2014, ISBN 978-3-031-01026-2 - 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, ISBN 978-3-031-01025-5
2013
- Roland Schäfer, Felix Bildhauer:
Web Corpus Construction. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2013, ISBN 9781608459834, pp. 1-145 - 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
- Inderjeet Mani:
Computational Modeling of Narrative. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2012, ISBN 9781608459810 - Michael Piotrowski:
Natural Language Processing for Historical Texts. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2012, ISBN 978-3-031-01018-7 - Bing Liu:
Sentiment Analysis and Opinion Mining. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2012, ISBN 978-3-031-01017-0
2011
- Manfred Stede:
Discourse Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2011, ISBN 978-3-031-01016-3 - Jörg Tiedemann:
Bitext Alignment. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2011, ISBN 978-3-031-01014-9 - Noah A. Smith:
Linguistic Structure Prediction. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2011, ISBN 978-3-031-01015-6 - Hang Li:
Learning to Rank for Information Retrieval and Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2011, ISBN 978-3-031-02141-1
2010
- Afra Alishahi:
Computational Modeling of Human Language Acquisition. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010, ISBN 978-3-031-01012-5 - Nizar Habash:
Introduction to Arabic Natural Language Processing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010, ISBN 978-3-031-01011-8 - Jian-Yun Nie:
Cross-Language Information Retrieval. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010, ISBN 978-3-031-01010-1 - 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, ISBN 978-3-031-02137-4 - Jimmy Lin, Chris Dyer:
Data-Intensive Text Processing with MapReduce. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010, ISBN 978-3-031-01008-8 - Martha Palmer, Daniel Gildea, Nianwen Xue:
Semantic Role Labeling. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010, ISBN 978-3-031-01007-1
2009
- Kristiina Jokinen, Michael F. McTear:
Spoken Dialogue Systems. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2009, ISBN 978-3-031-01006-4 - 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, ISBN 978-3-031-01005-7 - Graham Wilcock:
Introduction to Linguistic Annotation and Text Analytics. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2009, ISBN 978-3-031-01004-0 - Sandra Kübler, Ryan T. McDonald, Joakim Nivre:
Dependency Parsing. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2009, ISBN 978-3-031-01003-3
2008
- ChengXiang Zhai:
Statistical Language Models for Information Retrieval. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2008, ISBN 978-3-031-01002-6
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