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Synthesis 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

Statistical Significance Testing for Natural Language Processing

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