Books by Synthesis Lectures on Human Language Technologies
Pretrained Transformers for Text Ranking: BERT and Beyond
Andrew Yates, Rodrigo Nogueira, Jimmy Lin
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Statistical Methods for Annotation Analysis
Ron Artstein, Massimo Poesio, Silviu Paun
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Computational Modeling of Human Language Acquisition
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Introduction to Linguistic Annotation and Text Analytics
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Dependency Parsing
Joakim Nivre, Ryan McDonald, Sandra Kübler
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Spoken Dialogue Systems
Kristina Jokinen, Michael Mctear
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Introduction to Chinese Natural Language Processing
Wenjie Li, Ruifeng Xu, Zheng-Sheng Zhang, Kam-Fai Wong
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Introduction to Arabic Natural Language Processing
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Cross-Language Information Retrieval
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Semantic Role Labeling
Nianwen Xue, Daniel Gildea, Martha Palmer
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Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax
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Natural Language Processing for Historical Texts
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Automated Grammatical Error Detection for Language Learners, Second Edition
Joel Alejandro Mejia, Claudia Leacock, Michael Gamon, Martin Chodorow
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Semi-Supervised Learning and Domain Adaptation in Natural Language Processing
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Web Corpus Construction
Felix Bildhauer, Roland Schäfer
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Computational Modeling of Narrative
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Recognizing Textual Entailment: Models and Applications
Mark Sammons, Ido Dagan, Fabio Zanzotto, Dan Roth
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Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots
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Cross-Lingual Word Embeddings
Anders Søgaard, Ivan Vuli¿, Sebastian Ruder, Manaal Faruqui
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Ontology-Based Interpretation of Natural Language
Philipp Cimiano, Christina Unger, John Mccrae
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Linked Lexical Knowledge Bases: Foundations and Applications
Judith Eckle-Kohler, Iryna Gurevych, Michael Matuschek
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Neural Network Methods for Natural Language Processing
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Learning to Rank for Information Retrieval and Natural Language Processing, Second Edition
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Quality Estimation for Machine Translation
Lucia Specia, Carolina Scarton, Gustavo Henrique Paetzold
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Metaphor: A Computational Perspective
Ekaterina Shutova, Tony Veale, Beata Beigman Klebanov
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