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Automatic Text Simplification (Synthesis Lectures on Human Language Technologies)
Automatic Text Simplification (Synthesis Lectures on Human Language Technologies)
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ean: 9781627058681, isbn: 9781627058681,

Thanks to the availability of texts on the Web in recent years, increased knowledge and information have been made available to broader audiences. However, the way in which a text is written-its vocabulary, its syntax-can be difficult to read and und...


Bayesian Analysis in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
Bayesian Analysis in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
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ean: 9781627058735, isbn: 1627058737,

Natural language processing (NLP) went through a profound transformation in the mid-1980s when it shifted to make heavy use of corpora and data-driven techniques to analyze language. Since then, the use of statistical techniques in NLP has evolved in...


Discourse Processing (Synthesis Lectures on Human Language Technologies)
Discourse Processing (Synthesis Lectures on Human Language Technologies)
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$45.00

ean: 9781608457342, isbn: 1608457346,

Discourse Processing here is framed as marking up a text with structural descriptions on several levels, which can serve to support many language-processing or text-mining tasks. We first explore some ways of assigning structure on the document level...


Linked Lexical Knowledge Bases: Foundations and Applications (Synthesis Lectures on Human Language Technologies)
Linked Lexical Knowledge Bases: Foundations and Applications (Synthesis Lectures on Human Language Technologies)
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$50.00

mpn: 9781627059749, ean: 9781627059749, isbn: 1627059741,

This book conveys the fundamentals of Linked Lexical Knowledge Bases (LLKB) and sheds light on their different aspects from various perspectives, focusing on their construction and use in natural language processing (NLP). It characterizes a wide ran...


Introduction to Chinese Natural Language Processing (Synthesis Lectures on Human Language Technologies)
Introduction to Chinese Natural Language Processing (Synthesis Lectures on Human Language Technologies)
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ean: 9781598299328, isbn: 1598299328,

This book introduces Chinese language-processing issues and techniques to readers who already have a basic background in natural language processing (NLP). Since the major difference between Chinese and Western languages is at the word level, the boo...


Information Retrieval Evaluation (Synthesis Lectures on Information Concepts, Retrieval, and S)
Information Retrieval Evaluation (Synthesis Lectures on Information Concepts, Retrieval, and S)
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$35.00

ean: 9781598299717, isbn: 1598299719,

Evaluation has always played a major role in information retrieval, with the early pioneers such as Cyril Cleverdon and Gerard Salton laying the foundations for most of the evaluation methodologies in use today. The retrieval community has been extre...


Automated Grammatical Error Detection for Language Learners: Second Edition (Synthesis Lectures on Human Language Technologies)
Automated Grammatical Error Detection for Language Learners: Second Edition (Synthesis Lectures on Human Language Technologies)
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$45.00

mpn: black & white illustrations, ean: 9781627050135, isbn: 1627050132,

It has been estimated that over a billion people are using or learning English as a second or foreign language, and the numbers are growing not only for English but for other languages as well. These language learners provide a burgeoning market for ...


Computational Modeling of Narrative (Synthesis Lectures on Human Language Technologies)
Computational Modeling of Narrative (Synthesis Lectures on Human Language Technologies)
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mpn: black & white illustrations, ean: 9781608459810, isbn: 1608459810,

The field of narrative (or story) understanding and generation is one of the oldest in natural language processing (NLP) and artificial intelligence (AI), which is hardly surprising, since storytelling is such a fundamental and familiar intellectual ...


C Programming and Numerical Analysis: An Introduction (Synthesis Lectures on Mechanical Engineering)
C Programming and Numerical Analysis: An Introduction (Synthesis Lectures on Mechanical Engineering)
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ean: 9781681733111, isbn: 1681733110,

This book is aimed at those in engineering/scientific fields who have never learned programming before but are eager to master the C language quickly so as to immediately apply it to problem solving in numerical analysis. The book skips unnecessary f...


Model-Driven Software Engineering in Practice: Second Edition (Synthesis Lectures on Software Engineering)
Model-Driven Software Engineering in Practice: Second Edition (Synthesis Lectures on Software Engineering)
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ean: 9781627057080, isbn: 1627057080,

This book discusses how model-based approaches can improve the daily practice of software professionals. This is known as Model-Driven Software Engineering (MDSE) or, simply, Model-Driven Engineering (MDE). MDSE practices have proved to increase effi...


Semi-Supervised Learning and Domain Adaptation in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
Semi-Supervised Learning and Domain Adaptation in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
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ean: 9781608459858, isbn: 1608459853,

This book introduces basic supervised learning algorithms applicable to natural language processing (NLP) and shows how the performance of these algorithms can often be improved by exploiting the marginal distribution of large amounts of unlabeled da...


Web Corpus Construction (Synthesis Lectures on Human Language Technologies)
Web Corpus Construction (Synthesis Lectures on Human Language Technologies)
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mpn: black & white illustrations, ean: 9781608459834, isbn: 1608459837,

The World Wide Web constitutes the largest existing source of texts written in a great variety of languages. A feasible and sound way of exploiting this data for linguistic research is to compile a static corpus for a given language. There are severa...


Ontology-Based Interpretation of Natural Language (Synthesis Lectures on Human Language Technologies)
Ontology-Based Interpretation of Natural Language (Synthesis Lectures on Human Language Technologies)
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mpn: black & white illustrations, ean: 9781608459896, isbn: 1608459896,

For humans, understanding a natural language sentence or discourse is so effortless that we hardly ever think about it. For machines, however, the task of interpreting natural language, especially grasping meaning beyond the literal content, has prov...


Sentiment Analysis and Opinion Mining (Synthesis Lectures on Human Language Technologies)
Sentiment Analysis and Opinion Mining (Synthesis Lectures on Human Language Technologies)
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mpn: black & white illustrations, ean: 9781608458844, isbn: 1608458849,

Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is als...


Learning to Rank for Information Retrieval and Natural Language Processing: Second Edition (Synthesis Lectures on Human Language Technologies)
Learning to Rank for Information Retrieval and Natural Language Processing: Second Edition (Synthesis Lectures on Human Language Technologies)
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mpn: black & white illustrations, ean: 9781627055840, isbn: 9781627055840,

Learning to rank refers to machine learning techniques for training a model in a ranking task. Learning to rank is useful for many applications in information retrieval, natural language processing, and data mining. Intensive studies have been conduc...


Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax (Synthesis Lectures on Human Language Technologies)
Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax (Synthesis Lectures on Human Language Technologies)
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ean: 9781627050111, isbn: 1627050116,

Many NLP tasks have at their core a subtask of extracting the dependencies—who did what to whom—from natural language sentences. This task can be understood as the inverse of the problem solved in different ways by diverse human languages, namely...


Recognizing Textual Entailment: Models and Applications (Synthesis Lectures on Human Language Technologies)
Recognizing Textual Entailment: Models and Applications (Synthesis Lectures on Human Language Technologies)
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ean: 9781598298345, isbn: 1598298348,

In the last few years, a number of NLP researchers have developed and participated in the task of Recognizing Textual Entailment (RTE). This task encapsulates Natural Language Understanding capabilities within a very simple interface: recognizing whe...


Linguistic Structure Prediction (Synthesis Lectures on Human Language Technologies)
Linguistic Structure Prediction (Synthesis Lectures on Human Language Technologies)
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$60.00
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ean: 9781608454051, isbn: 1608454053,

A major part of natural language processing now depends on the use of text data to build linguistic analyzers. We consider statistical, computational approaches to modeling linguistic structure. We seek to unify across many approaches and many kinds ...


Natural Language Processing for the Semantic Web (Synthesis Lectures on the Semantic Web: Theory and Technolog)
Natural Language Processing for the Semantic Web (Synthesis Lectures on the Semantic Web: Theory and Technolog)
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$75.00
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ean: 9781627059091, isbn: 1627059091,

This book introduces core natural language processing (NLP) technologies to non-experts in an easily accessible way, as a series of building blocks that lead the user to understand key technologies, why they are required, and how to integrate them in...


Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies)
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ean: 9781627052986, isbn: 1627052984,

Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and...



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