Pragmatics And Natural Language Understanding

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Pragmatics and Natural Language Understanding

Author : Georgia M. Green
Publisher : Routledge
ISBN 13 : 1136492828
Total Pages : 203 pages
Book Rating : 4.1/5 (364 download)

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Book Synopsis Pragmatics and Natural Language Understanding by : Georgia M. Green

Download or read book Pragmatics and Natural Language Understanding written by Georgia M. Green and published by Routledge. This book was released on 2012-11-12 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book differs from other introductions to pragmatics in approaching the problems of interpreting language use in terms of interpersonal modelling of beliefs and intentions. It is intended to make issues involved in language understanding, such as speech, text, and discourse, accessible to the widest group possible -- not just specialists in linguistics or communication theorists -- but all scholars and researchers whose enterprises depend on having a useful model of how communicative agents understand utterances and expect their own utterances to be understood. Based on feedback from readers over the past seven years, explanations in every chapter have been improved and updated in this thoroughly revised version of the original text published in 1989. The most extensive revisions concern the relevance of technical notions of mutual and normal belief, and the futility of using the notion 'null context' to describe meaning. In addition, the discussion of implicature now includes an extended explication of "Grice's Cooperative Principle" which attempts to put it in the context of his theory of meaning and rationality, and to preclude misinterpretations which it has suffered over the past 20 years. The revised chapter exploits the notion of normal belief to improve the account of conversational implicature.

Pragmatics and Natural Language Understanding

Author : Georgia M. Green
Publisher : Psychology Press
ISBN 13 : 0805821651
Total Pages : 203 pages
Book Rating : 4.8/5 (58 download)

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Book Synopsis Pragmatics and Natural Language Understanding by : Georgia M. Green

Download or read book Pragmatics and Natural Language Understanding written by Georgia M. Green and published by Psychology Press. This book was released on 1996 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 1996. Routledge is an imprint of Taylor & Francis, an informa company.

Linguistic Fundamentals for Natural Language Processing II

Author : Emily M. Bender
Publisher : Morgan & Claypool Publishers
ISBN 13 : 168173074X
Total Pages : 270 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Linguistic Fundamentals for Natural Language Processing II by : Emily M. Bender

Download or read book Linguistic Fundamentals for Natural Language Processing II written by Emily M. Bender and published by Morgan & Claypool Publishers. This book was released on 2019-11-06 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meaning is a fundamental concept in Natural Language Processing (NLP), in the tasks of both Natural Language Understanding (NLU) and Natural Language Generation (NLG). This is because the aims of these fields are to build systems that understand what people mean when they speak or write, and that can produce linguistic strings that successfully express to people the intended content. In order for NLP to scale beyond partial, task-specific solutions, researchers in these fields must be informed by what is known about how humans use language to express and understand communicative intents. The purpose of this book is to present a selection of useful information about semantics and pragmatics, as understood in linguistics, in a way that's accessible to and useful for NLP practitioners with minimal (or even no) prior training in linguistics.

Linguistic Fundamentals for Natural Language Processing

Author : Emily M. Bender
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1627050124
Total Pages : 186 pages
Book Rating : 4.6/5 (27 download)

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Book Synopsis Linguistic Fundamentals for Natural Language Processing by : Emily M. Bender

Download or read book Linguistic Fundamentals for Natural Language Processing written by Emily M. Bender and published by Morgan & Claypool Publishers. This book was released on 2013-06-01 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Speech & Language Processing

Author : Dan Jurafsky
Publisher : Pearson Education India
ISBN 13 : 9788131716724
Total Pages : 912 pages
Book Rating : 4.7/5 (167 download)

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Book Synopsis Speech & Language Processing by : Dan Jurafsky

Download or read book Speech & Language Processing written by Dan Jurafsky and published by Pearson Education India. This book was released on 2000-09 with total page 912 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Practical Natural Language Processing

Author : Sowmya Vajjala
Publisher : O'Reilly Media
ISBN 13 : 149205402X
Total Pages : 455 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Practical Natural Language Processing by : Sowmya Vajjala

Download or read book Practical Natural Language Processing written by Sowmya Vajjala and published by O'Reilly Media. This book was released on 2020-06-17 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data scientists will learn how to navigate the maze of options available at each step of the journey. Through the course of the book, authors Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana will guide you through the process of building real-world NLP solutions embedded in larger product setups. You’ll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail. With this book, you’ll: Understand the wide spectrum of problem statements, tasks, and solution approaches within NLP Implement and evaluate different NLP applications using machine learning and deep learning methods Fine-tune your NLP solution based on your business problem and industry vertical Evaluate various algorithms and approaches for NLP product tasks, datasets, and stages Produce software solutions following best practices around release, deployment, and DevOps for NLP systems Understand best practices, opportunities, and the roadmap for NLP from a business and product leader’s perspective

Foundations of Statistical Natural Language Processing

Author : Christopher Manning
Publisher : MIT Press
ISBN 13 : 0262303795
Total Pages : 719 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Foundations of Statistical Natural Language Processing by : Christopher Manning

Download or read book Foundations of Statistical Natural Language Processing written by Christopher Manning and published by MIT Press. This book was released on 1999-05-28 with total page 719 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

Introduction to Natural Language Processing

Author : Jacob Eisenstein
Publisher : MIT Press
ISBN 13 : 0262042843
Total Pages : 535 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Introduction to Natural Language Processing by : Jacob Eisenstein

Download or read book Introduction to Natural Language Processing written by Jacob Eisenstein and published by MIT Press. This book was released on 2019-10-01 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques. This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis of linguistic meaning, ranging from formal logic to neural word embeddings. The final section offers chapter-length treatments of three transformative applications of natural language processing: information extraction, machine translation, and text generation. End-of-chapter exercises include both paper-and-pencil analysis and software implementation. The text synthesizes and distills a broad and diverse research literature, linking contemporary machine learning techniques with the field's linguistic and computational foundations. It is suitable for use in advanced undergraduate and graduate-level courses and as a reference for software engineers and data scientists. Readers should have a background in computer programming and college-level mathematics. After mastering the material presented, students will have the technical skill to build and analyze novel natural language processing systems and to understand the latest research in the field.

Biomedical Natural Language Processing

Author : Kevin Bretonnel Cohen
Publisher : John Benjamins Publishing Company
ISBN 13 : 9027271062
Total Pages : 174 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Biomedical Natural Language Processing by : Kevin Bretonnel Cohen

Download or read book Biomedical Natural Language Processing written by Kevin Bretonnel Cohen and published by John Benjamins Publishing Company. This book was released on 2014-02-15 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical Natural Language Processing is a comprehensive tour through the classic and current work in the field. It discusses all subjects from both a rule-based and a machine learning approach, and also describes each subject from the perspective of both biological science and clinical medicine. The intended audience is readers who already have a background in natural language processing, but a clear introduction makes it accessible to readers from the fields of bioinformatics and computational biology, as well. The book is suitable as a reference, as well as a text for advanced courses in biomedical natural language processing and text mining.

Communicative Organization in Natural Language

Author : Igor? Aleksandrovi? Mel??uk
Publisher : John Benjamins Publishing
ISBN 13 : 9789027230607
Total Pages : 414 pages
Book Rating : 4.2/5 (36 download)

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Book Synopsis Communicative Organization in Natural Language by : Igor? Aleksandrovi? Mel??uk

Download or read book Communicative Organization in Natural Language written by Igor? Aleksandrovi? Mel??uk and published by John Benjamins Publishing. This book was released on 2001 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book defines the concept of Semantic-Communicative Structure [= Sem-CommS]-a formal object that is imposed on the starting Semantic Structure [= SemS] of a sentence (under text synthesis) in order to turn the selected meaning into a linguistic message. The Sem-CommS is a system of eight logically independent oppositions: 1. Thematicity (Rheme vs. Theme), 2. Givenness (Given vs. Old), 3. Focalization (Focalized vs. Non-Focalized), 4. Perspective (Foregrounded vs. Backgrounded), 5. Emphasis (Emphasized vs. Non-Emphasized), 6. Presupposedness (Presupposed vs. Non-Presupposed), 7. Unitariness (Unitary vs. Articulated), 8. Locutionality (Communicated vs. Signaled). The values of these oppositions mark particular subnetworks of the starting SemS and thus allow for the distinction between sentences such as (a) A man killed a dog vs. The dog was killed by a man, (b) John washed the window vs. It was John who washed the window or (c) It hurts! vs. Ouch! The proposed Sem-Comm-oppositions are conceived as an attempt at sharpening the well-known notions of Topic ~ Comment, Focus, etc. Possible linguistic strategies for expressing the values of the Sem-Comm-oppositions in different languages are discussed at some length, with linguistic illustrations.

Pragmatics

Author : Dawn Archer
Publisher : Routledge
ISBN 13 : 0415497868
Total Pages : 354 pages
Book Rating : 4.4/5 (154 download)

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Book Synopsis Pragmatics by : Dawn Archer

Download or read book Pragmatics written by Dawn Archer and published by Routledge. This book was released on 2012 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Routledge Applied Linguistics is a series of comprehensive textbooks, providing students and researchers with the support they need for advanced study in the core areas of English language and applied linguistics. Each book in the series guides readers through three main sections, enabling them to explore and develop major themes within the discipline. Section A: Introduction, establishes the key terms and concepts and extends readers’ techniques of analysis through practical application. Section B: Extension, brings together influential articles, sets them in context, and discusses their contribution to the field. Section C: Exploration, builds on knowledge gained in the first two sections, setting thoughtful tasks around further illustrative material. This enables readers to engage more actively with the subject matter and encourages them to develop their own research responses. Throughout the book, topics are revisited, extended, interwoven and deconstructed, with the reader’s understanding strengthened by tasks and follow-up questions. Pragmatics: provides a broad view of pragmatics from a range of perspectives, gathering readings from key names in the discipline, including Geoffrey Leech, Michael McCarthy, Thomas Kohnen, Joan Manes and Nessa Wolfson covers a wide variety of topics, including speech acts, pragmatic markers, implicature, research methods in pragmatics, facework and politeness, and prosody examines the social and cultural contexts in which pragmatics occurs, such as in cross-cultural pragmatics (silence, indirectness, forms of address, cultural scripts) and pragmatics and power (the courtroom, police interaction, political interviews and doctor-patient communication) uses a wide range of corpora to provide both illustrative examples and exploratory tasks is supported by a companion website at www.routledge.com/cw/archer featuring extra activities and additional data for analysis, guidance on undertaking corpus analysis and research, including how to create your own corpus with CMC, and suggestions for further reading. Written by experienced teachers and researchers in the field, Pragmatics provides an essential resource for students and researchers of applied linguistics.

The Cambridge Handbook of Pragmatics

Author : Keith Allan
Publisher : Cambridge University Press
ISBN 13 : 1139501895
Total Pages : 967 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis The Cambridge Handbook of Pragmatics by : Keith Allan

Download or read book The Cambridge Handbook of Pragmatics written by Keith Allan and published by Cambridge University Press. This book was released on 2012-01-12 with total page 967 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pragmatics is the study of human communication: the choices speakers make to express their intended meaning and the kinds of inferences that hearers draw from an utterance in the context of its use. This Handbook surveys pragmatics from different perspectives, presenting the main theories in pragmatic research, incorporating seminal research as well as cutting-edge solutions. It addresses questions of rational and empirical research methods, what counts as an adequate and successful pragmatic theory, and how to go about answering problems raised in pragmatic theory. In the fast-developing field of pragmatics, this Handbook fills the gap in the market for a one-stop resource to the wide scope of today's research and the intricacy of the many theoretical debates. It is an authoritative guide for graduate students and researchers with its focus on the areas and theories that will mark progress in pragmatic research in the future.

Analyzing meaning

Author : Paul R. Kroeger
Publisher : Language Science Press
ISBN 13 : 3961101361
Total Pages : 502 pages
Book Rating : 4.9/5 (611 download)

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Book Synopsis Analyzing meaning by : Paul R. Kroeger

Download or read book Analyzing meaning written by Paul R. Kroeger and published by Language Science Press. This book was released on 2019 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the study of meaning in human language, from a linguistic perspective. It covers a fairly broad range of topics, including lexical semantics, compositional semantics, and pragmatics. The chapters are organized into six units: (1) Foundational concepts; (2) Word meanings; (3) Implicature (including indirect speech acts); (4) Compositional semantics; (5) Modals, conditionals, and causation; (6) Tense & aspect. Most of the chapters include exercises which can be used for class discussion and/or homework assignments, and each chapter contains references for additional reading on the topics covered. As the title indicates, this book is truly an INTRODUCTION: it provides a solid foundation which will prepare students to take more advanced and specialized courses in semantics and/or pragmatics. It is also intended as a reference for fieldworkers doing primary research on under-documented languages, to help them write grammatical descriptions that deal carefully and clearly with semantic issues. The approach adopted here is largely descriptive and non-formal (or, in some places, semi-formal), although some basic logical notation is introduced. The book is written at level which should be appropriate for advanced undergraduate or beginning graduate students. It presupposes some previous coursework in linguistics, but does not presuppose any background in formal logic or set theory.

Natural Language Processing in Artificial Intelligence

Author : Brojo Kishore Mishra
Publisher : CRC Press
ISBN 13 : 1000711315
Total Pages : 297 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Natural Language Processing in Artificial Intelligence by : Brojo Kishore Mishra

Download or read book Natural Language Processing in Artificial Intelligence written by Brojo Kishore Mishra and published by CRC Press. This book was released on 2020-11-01 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume focuses on natural language processing, artificial intelligence, and allied areas. Natural language processing enables communication between people and computers and automatic translation to facilitate easy interaction with others around the world. This book discusses theoretical work and advanced applications, approaches, and techniques for computational models of information and how it is presented by language (artificial, human, or natural) in other ways. It looks at intelligent natural language processing and related models of thought, mental states, reasoning, and other cognitive processes. It explores the difficult problems and challenges related to partiality, underspecification, and context-dependency, which are signature features of information in nature and natural languages. Key features: Addresses the functional frameworks and workflow that are trending in NLP and AI Looks at the latest technologies and the major challenges, issues, and advances in NLP and AI Explores an intelligent field monitoring and automated system through AI with NLP and its implications for the real world Discusses data acquisition and presents a real-time case study with illustrations related to data-intensive technologies in AI and NLP.

The Handbook of Pragmatics

Author : Laurence Horn
Publisher : John Wiley & Sons
ISBN 13 : 0470756713
Total Pages : 864 pages
Book Rating : 4.4/5 (77 download)

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Book Synopsis The Handbook of Pragmatics by : Laurence Horn

Download or read book The Handbook of Pragmatics written by Laurence Horn and published by John Wiley & Sons. This book was released on 2008-04-15 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Pragmatics is a collection of newly commissioned articles that provide an authoritative and accessible introduction to the field, including an overview of the foundations of pragmatic theory and a detailed examination of the rich and varied theoretical and empirical subdomains of pragmatics. Contains 32 newly commissioned articles that outline the central themes and challenges for current research in the field of linguistic pragmatics. Provides authoritative and accessible introduction to the field and a detailed examination of the varied theoretical and empirical subdomains of pragmatics. Includes extensive bibliography that serves as a research tool for those working in pragmatics and allied fields in linguistics, philosophy, and cognitive science. Valuable resource for both students and professional researchers investigating the properties of meaning, reference, and context in natural language.

Tasks, Pragmatics and Multilingualism in the Classroom

Author : Sofía Martín-Laguna
Publisher : Multilingual Matters
ISBN 13 : 1788923669
Total Pages : 242 pages
Book Rating : 4.7/5 (889 download)

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Book Synopsis Tasks, Pragmatics and Multilingualism in the Classroom by : Sofía Martín-Laguna

Download or read book Tasks, Pragmatics and Multilingualism in the Classroom written by Sofía Martín-Laguna and published by Multilingual Matters. This book was released on 2020-04-06 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on a longitudinal study of the acquisition of pragmatic markers in written discourse in a third language (English) by secondary students living in the bilingual (Spanish and Catalan) Valencian Community in Spain. It examines pragmatic transfer, specifically positive transfer, in multilingual students from a holistic perspective, taking into account their linguistic repertoire and using ecologically valid classroom writing tasks in a longitudinal study. It tackles the issue of task-based language teaching from a multilingual perspective by presenting a study which takes place in natural classroom contexts where real classroom tasks are used to explore the interaction between languages in multilinguals. The book combines a focus on multilingual language development and pragmatics and discusses the resources multilingual learners take to the classroom.

Enriched Meanings

Author : Ash Asudeh
Publisher : Oxford Studies in Semantics an
ISBN 13 : 0198847858
Total Pages : 202 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis Enriched Meanings by : Ash Asudeh

Download or read book Enriched Meanings written by Ash Asudeh and published by Oxford Studies in Semantics an. This book was released on 2020 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops a theory of enriched meanings for natural language interpretation that uses the concept of monads and related ideas from category theory, a branch of mathematics that has been influential in theoretical computer science and elsewhere. Certain expressions that exhibit complex effects at the semantics/pragmatics boundary live in an enriched meaning space, while others live in a more basic meaning space. These basic meanings are mapped to enriched meanings only when required compositionally, which avoids generalizing meanings to the worst case. Ash Asudeh and Gianluca Giorgolo show that the monadic theory of enriched meanings offers a formally and computationally well-defined way to tackle important challenges at the semantics/pragmatics boundary. In particular, they develop innovative monadic analyses of three phenomena - conventional implicature, substitution puzzles, and conjunction fallacies - and demonstrate that the compositional properties of monads model linguistic intuitions about these cases particularly well. The analyses are accompanied by exercises to aid understanding, and the computational tools used are available on the book's companion website. The book also contains background chapters on enriched meanings and category theory. The volume is interdisciplinary in nature, with insights from semantics, pragmatics, philosophy of language, psychology, and computer science, and will appeal to graduate students and researchers from a wide range of disciplines with an interest in natural language understanding and representation.