Readings In Automatic Language Processing

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Readings In Natural Language Processing

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Author : Barbara J. Grosz
language : en
Publisher: Morgan Kaufmann Publishers
Release Date : 1986

Readings In Natural Language Processing written by Barbara J. Grosz and has been published by Morgan Kaufmann Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Computers categories.

Readings In Automatic Language Processing

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Author : David G. Hays
language : en
Publisher:
Release Date : 1966

Readings In Automatic Language Processing written by David G. Hays and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1966 with Computational linguistics categories.

Readings In Automatic Language Processing

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Author : David G. Hays
language : en
Publisher:
Release Date : 1966

Readings In Automatic Language Processing written by David G. Hays and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1966 with Computational linguistics categories.

Handbook Of Natural Language Processing

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Author : Robert Dale
language : en
Publisher: CRC Press
Release Date : 2000-07-25

Handbook Of Natural Language Processing written by Robert Dale and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-07-25 with Business & Economics categories.

This study explores the design and application of natural language text-based processing systems, based on generative linguistics, empirical copus analysis, and artificial neural networks. It emphasizes the practical tools to accommodate the selected system.

Advancing Natural Language Processing In Educational Assessment

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Author : Victoria Yaneva
language : en
Publisher: Taylor & Francis
Release Date : 2023-06-05

Advancing Natural Language Processing In Educational Assessment written by Victoria Yaneva and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-05 with Education categories.

Advancing Natural Language Processing in Educational Assessment examines the use of natural language technology in educational testing, measurement, and assessment. Recent developments in natural language processing (NLP) have enabled large-scale educational applications, though scholars and professionals may lack a shared understanding of the strengths and limitations of NLP in assessment as well as the challenges that testing organizations face in implementation. This first-of-its-kind book provides evidence-based practices for the use of NLP-based approaches to automated text and speech scoring, language proficiency assessment, technology-assisted item generation, gamification, learner feedback, and beyond. Spanning historical context, validity and fairness issues, emerging technologies, and implications for feedback and personalization, these chapters represent the most robust treatment yet about NLP for education measurement researchers, psychometricians, testing professionals, and policymakers. The Open Access version of this book, available at www.taylorfrancis.com, has been made available under a Creative Commons Attribution-NonCommercial-No Derivatives 4.0 license.

Readings In Cognitive Science

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Author : Allan Collins
language : en
Publisher: Elsevier
Release Date : 2013-10-02

Readings In Cognitive Science written by Allan Collins and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-02 with Computers categories.

Readings in Cognitive Science: A Perspective from Psychology and Artificial Intelligence brings together important studies that fall in the intersection between artificial intelligence and cognitive psychology. This book is composed of six chapters, and begins with the complex anatomy and physiology of the human brain. The next chapters deal with the components of cognitive science, such as the semantic memory, similarity and analogy, and learning. These chapters also consider the application of mental models, which represent the domain-specific knowledge needed to understand a dynamic system or natural physical phenomena. The remaining chapters discuss the concept of reasoning, problem solving, planning, vision, and imagery. This book is of value to psychologists, psychiatrists, neurologists, and researchers who are interested in cognition.

Statistical Methods For Speech Recognition

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Author : Frederick Jelinek
language : en
Publisher: MIT Press
Release Date : 2022-11-01

Statistical Methods For Speech Recognition written by Frederick Jelinek and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-01 with Language Arts & Disciplines categories.

This book reflects decades of important research on the mathematical foundations of speech recognition. It focuses on underlying statistical techniques such as hidden Markov models, decision trees, the expectation-maximization algorithm, information theoretic goodness criteria, maximum entropy probability estimation, parameter and data clustering, and smoothing of probability distributions. The author's goal is to present these principles clearly in the simplest setting, to show the advantages of self-organization from real data, and to enable the reader to apply the techniques. Bradford Books imprint

Introduction To Natural Language Processing

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Author : Jacob Eisenstein
language : en
Publisher: MIT Press
Release Date : 2019-10-01

Introduction To Natural Language Processing written by Jacob Eisenstein and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-01 with Computers categories.

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.

Readings In Machine Translation

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Author : Sergei Nirenburg
language : en
Publisher: MIT Press
Release Date : 2003

Readings In Machine Translation written by Sergei Nirenburg and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.

The field of machine translation (MT) - the automation of translation between human languages - has existed for more than 50 years. MT helped to usher in the field of computational linguistics and has influenced methods and applications in knowledge representation, information theory, and mathematical statistics.

Readings In Intelligent User Interfaces

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Author : Mark Maybury
language : en
Publisher: Morgan Kaufmann
Release Date : 1998-04

Readings In Intelligent User Interfaces written by Mark Maybury and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-04 with Computers categories.

This is a compilation of the classic readings in intelligent user interfaces. This text focuses on intelligent, knowledge-based interfaces, combining spoken language, natural language processing, and multimedia and multimodal processing.