Information Theory And Language

Author : Łukasz Dębowski
Publisher : MDPI
ISBN 13 : 3039360264
Total Pages : 244 pages
Book Rating : 4.60/5 ( download)

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Download or read book Information Theory and Language written by Łukasz Dębowski and published by MDPI. This book was released on 2020-12-15 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Information Theory and Language” is a collection of 12 articles that appeared recently in Entropy as part of a Special Issue of the same title. These contributions represent state-of-the-art interdisciplinary research at the interface of information theory and language studies. They concern in particular: • Applications of information theoretic concepts such as Shannon and Rényi entropies, mutual information, and rate–distortion curves to the research of natural languages; • Mathematical work in information theory inspired by natural language phenomena, such as deriving moments of subword complexity or proving continuity of mutual information; • Empirical and theoretical investigation of quantitative laws of natural language such as Zipf’s law, Herdan’s law, and Menzerath–Altmann’s law; • Empirical and theoretical investigations of statistical language models, including recently developed neural language models, their entropies, and other parameters; • Standardizing language resources for statistical investigation of natural language; • Other topics concerning semantics, syntax, and critical phenomena. Whereas the traditional divide between probabilistic and formal approaches to human language, cultivated in the disjoint scholarships of natural sciences and humanities, has been blurred in recent years, this book can contribute to pointing out potential areas of future research cross-fertilization.

Author : Zellig Sabbettai Harris
Publisher :
ISBN 13 :
Total Pages : 456 pages
Book Rating : 4.96/5 ( download)

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Download or read book A Theory of Language and Information written by Zellig Sabbettai Harris and published by . This book was released on 1991 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by one of the most respected figures in American linguistics, this book develops an approach to the analysis of language on a mathematical model. Harris presents a formal theory of language structure, in which syntax is characterized as an orderly system of departure from random combinings of sounds, words, and all the elements of language. He argues that the combining of words in a sentence constitutes a mathematical object, and that each departure from randomness is a contribution to the structure and meaning of a sentence. Discussing the differences in the structure and content of language, mathematics, and music, Harris shows that the use of language in a science constitutes a distinguishable sub-language. Remarkable and compelling, Harris's magnum opus will be considered the classical analysis of the structuring of information and development of language.

Author : Lukasz Debowski
Publisher : John Wiley & Sons
ISBN 13 : 1119625270
Total Pages : 384 pages
Book Rating : 4.78/5 ( download)

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Download or read book Information Theory Meets Power Laws written by Lukasz Debowski and published by John Wiley & Sons. This book was released on 2020-12-10 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover new theoretical connections between stochastic phenomena and the structure of natural language with this powerful volume! Information Theory Meets Power Laws: Stochastic Processes and Language Models presents readers with a novel subtype of a probabilistic approach to language, which is based on statistical laws of texts and their analysis by means of information theory. The distinguished author insightfully and rigorously examines the linguistic and mathematical subject matter while eschewing needlessly abstract and superfluous constructions. The book begins with a less formal treatment of its subjects in the first chapter, introducing its concepts to readers without mathematical training and allowing those unfamiliar with linguistics to learn the book’s motivations. Despite its inherent complexity, Information Theory Meets Power Laws: Stochastic Processes and Language Models is a surprisingly approachable treatment of idealized mathematical models of human language. The author succeeds in developing some of the theory underlying fundamental stochastic and semantic phenomena, like strong nonergodicity, in a way that has not previously been seriously attempted. In doing so, he covers topics including: Zipf’s and Herdan’s laws for natural language Power laws for information, repetitions, and correlations Markov, finite-state,and Santa Fe processes Bayesian and frequentist interpretations of probability Ergodic decomposition, Kolmogorov complexity, and universal coding Theorems about facts and words Information measures for fields Rényi entropies, recurrence times, and subword complexity Asymptotically mean stationary processes Written primarily for mathematics graduate students and professionals interested in information theory or discrete stochastic processes, Information Theory Meets Power Laws: Stochastic Processes and Language Models also belongs on the bookshelves of doctoral students and researchers in artificial intelligence, computational and quantitative linguistics as well as physics of complex systems.

Author : Raymond W. Yeung
Publisher : Springer Science & Business Media
ISBN 13 : 1441986081
Total Pages : 426 pages
Book Rating : 4.85/5 ( download)

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Download or read book A First Course in Information Theory written by Raymond W. Yeung and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an up-to-date introduction to information theory. In addition to the classical topics discussed, it provides the first comprehensive treatment of the theory of I-Measure, network coding theory, Shannon and non-Shannon type information inequalities, and a relation between entropy and group theory. ITIP, a software package for proving information inequalities, is also included. With a large number of examples, illustrations, and original problems, this book is excellent as a textbook or reference book for a senior or graduate level course on the subject, as well as a reference for researchers in related fields.

Author : Jeremy Campbell
Publisher :
ISBN 13 : 9780140225044
Total Pages : 319 pages
Book Rating : 4.48/5 ( download)

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Download or read book Grammatical Man written by Jeremy Campbell and published by . This book was released on 1984 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Jagjit Singh
Publisher : New York : Dover Publications
ISBN 13 :
Total Pages : 380 pages
Book Rating : 4.36/5 ( download)

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Download or read book Great Ideas in Information Theory, Language and Cybernetics written by Jagjit Singh and published by New York : Dover Publications. This book was released on 1966 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although recent work on the theory of language, information, and automata leans heavily on some rather difficult mathematics, to understand its main ideas we need only know simple elaborations of four commonplace principles.

Author : Fazlollah M. Reza
Publisher :
ISBN 13 :
Total Pages : 532 pages
Book Rating : 4.08/5 ( download)

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Download or read book An Introduction to Information Theory written by Fazlollah M. Reza and published by . This book was released on 1961 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : David J. C. MacKay
Publisher : Cambridge University Press
ISBN 13 : 9780521642989
Total Pages : 694 pages
Book Rating : 4.81/5 ( download)

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Download or read book Information Theory, Inference and Learning Algorithms written by David J. C. MacKay and published by Cambridge University Press. This book was released on 2003-09-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Table of contents

Author : Norman Abramson
Publisher : New York, N.Y. : McGraw-Hill
ISBN 13 :
Total Pages : 230 pages
Book Rating : 4.96/5 ( download)

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Download or read book Information Theory and Coding written by Norman Abramson and published by New York, N.Y. : McGraw-Hill. This book was released on 1963 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Claude E Shannon
Publisher : University of Illinois Press
ISBN 13 : 025209803X
Total Pages : 144 pages
Book Rating : 4.31/5 ( download)

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Download or read book The Mathematical Theory of Communication written by Claude E Shannon and published by University of Illinois Press. This book was released on 1998-09-01 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific knowledge grows at a phenomenal pace--but few books have had as lasting an impact or played as important a role in our modern world as The Mathematical Theory of Communication, published originally as a paper on communication theory more than fifty years ago. Republished in book form shortly thereafter, it has since gone through four hardcover and sixteen paperback printings. It is a revolutionary work, astounding in its foresight and contemporaneity. The University of Illinois Press is pleased and honored to issue this commemorative reprinting of a classic.