Linguistic Fundamentals for Natural Language Processing

Linguistic Fundamentals for Natural Language Processing PDF

Author: Emily M. Bender

Publisher: Springer Nature

Published: 2022-05-31

Total Pages: 166

ISBN-13: 3031021509

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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, how to indicate the relationship between different parts of a sentence. Understanding how languages solve the problem can be extremely useful in both feature design and error analysis in the application of machine learning to NLP. Likewise, understanding cross-linguistic variation can be important for the design of MT systems and other multilingual applications. The purpose of this book is to present in a succinct and accessible fashion information about the morphological and syntactic structure of human languages that can be useful in creating more linguistically sophisticated, more language-independent, and thus more successful NLP systems. Table of Contents: Acknowledgments / Introduction/motivation / Morphology: Introduction / Morphophonology / Morphosyntax / Syntax: Introduction / Parts of speech / Heads, arguments, and adjuncts / Argument types and grammatical functions / Mismatches between syntactic position and semantic roles / Resources / Bibliography / Author's Biography / General Index / Index of Languages

An Introduction to Syntax

An Introduction to Syntax PDF

Author: Edith A. Moravcsik

Publisher: A&C Black

Published: 2006-06-19

Total Pages: 288

ISBN-13: 082648946X

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Presents the basic goals and tools of syntactic analysis. This book's framework is theory-neutral, presenting a scientific introduction to the field and to synchronic description. It examines variation and change, syntactic typology, language acquisition, and possible explanations from structural, evolutionary and functional perspectives.

Linguistic Analysis

Linguistic Analysis PDF

Author: Annarita Puglielli

Publisher: Walter de Gruyter

Published: 2011

Total Pages: 413

ISBN-13: 3110222507

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The volume is a reconsideration of the classic topics of linguistic analysis from a comparative-typological perspective. Data from over seventy languages are considered in their universal and language-specific aspects. Together, they highlight the crucial interactions at the different levels of grammar (phonology, morphology, lexicon, syntax and pragmatics) in the structural organization of the sentence.

Linguistic Fundamentals for Natural Language Processing

Linguistic Fundamentals for Natural Language Processing PDF

Author: Emily M. Bender

Publisher: Morgan & Claypool Publishers

Published: 2013-06-01

Total Pages: 186

ISBN-13: 1627050124

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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, how to indicate the relationship between different parts of a sentence. Understanding how languages solve the problem can be extremely useful in both feature design and error analysis in the application of machine learning to NLP. Likewise, understanding cross-linguistic variation can be important for the design of MT systems and other multilingual applications. The purpose of this book is to present in a succinct and accessible fashion information about the morphological and syntactic structure of human languages that can be useful in creating more linguistically sophisticated, more language-independent, and thus more successful NLP systems. Table of Contents: Acknowledgments / Introduction/motivation / Morphology: Introduction / Morphophonology / Morphosyntax / Syntax: Introduction / Parts of speech / Heads, arguments, and adjuncts / Argument types and grammatical functions / Mismatches between syntactic position and semantic roles / Resources / Bibliography / Author's Biography / General Index / Index of Languages

Analyzing Linguistic Data

Analyzing Linguistic Data PDF

Author: R. H. Baayen

Publisher: Cambridge University Press

Published: 2008-03-06

Total Pages: 40

ISBN-13: 1139470736

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Statistical analysis is a useful skill for linguists and psycholinguists, allowing them to understand the quantitative structure of their data. This textbook provides a straightforward introduction to the statistical analysis of language. Designed for linguists with a non-mathematical background, it clearly introduces the basic principles and methods of statistical analysis, using 'R', the leading computational statistics programme. The reader is guided step-by-step through a range of real data sets, allowing them to analyse acoustic data, construct grammatical trees for a variety of languages, quantify register variation in corpus linguistics, and measure experimental data using state-of-the-art models. The visualization of data plays a key role, both in the initial stages of data exploration and later on when the reader is encouraged to criticize various models. Containing over 40 exercises with model answers, this book will be welcomed by all linguists wishing to learn more about working with and presenting quantitative data.

The Cambridge Handbook of Cognitive Linguistics

The Cambridge Handbook of Cognitive Linguistics PDF

Author: Barbara Dancygier

Publisher: Cambridge University Press

Published: 2017-06-01

Total Pages: 1427

ISBN-13: 1108146139

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The best survey of cognitive linguistics available, this Handbook provides a thorough explanation of its rich methodology, key results, and interdisciplinary context. With in-depth coverage of the research questions, basic concepts, and various theoretical approaches, the Handbook addresses newly emerging subfields and shows their contribution to the discipline. The Handbook introduces fields of study that have become central to cognitive linguistics, such as conceptual mappings and construction grammar. It explains all the main areas of linguistic analysis traditionally expected in a full linguistics framework, and includes fields of study such as language acquisition, sociolinguistics, diachronic studies, and corpus linguistics. Setting linguistic facts within the context of many other disciplines, the Handbook will be welcomed by researchers and students in a broad range of disciplines, including linguistics, cognitive science, neuroscience, gesture studies, computational linguistics, and multimodal studies.

The Essence of Linguistic Analysis

The Essence of Linguistic Analysis PDF

Author: R.M.W. Dixon

Publisher: BRILL

Published: 2021-02-01

Total Pages: 100

ISBN-13: 9004446516

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In The Essence of Linguistic Analysis by R. M. W. Dixon relates together, in a clear and succinct manner, individual grammatical categories, showing their dependencies and locating each in its place within the overall tapestry of a language.