Book [PDF] Modelling Natural Language With Claude Shannons Notion Of Surprisal Download

Modelling Natural Language with Claude Shannon’s Notion of Surprisal PDF

Author: Michael Richter
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110788276
Category : Language Arts & Disciplines
Languages : en
Pages : 203

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Book Description
Have you ever wondered how the principles behind Shannon's groundbreaking Information Theory can be interwoven with the intricate fabric of linguistic communication? This book takes you on a fascinating journey, offering insights into how humans process and comprehend language. By applying Information Theory to the realm of natural language semantics, it unravels the connection between regularities in linguistic messages and the cognitive intricacies of language processing. Highlighting the intersections of information theory with linguistics, philosophy, cognitive psychology, and computer science, this book serves as an inspiration for anyone seeking to understand the predictive capabilities of Information Theory in modeling human communication. It elaborates on the seminal works from giants in the field like Dretske, Hale, and Zipf, exploring concepts like surprisal theory and the principle of least effort. With its empirical approach, this book not only discusses the theoretical aspects but also ventures into the application of Shannon's Information Theory in real-world language scenarios, strengthened by advanced statistical methods and machine learning. It touches upon challenging areas such as the distinction between mathematical and semantic information, the concept of information in linguistic utterances, and the intricate play between truth, context, and meaning. Whether you are a linguist, a cognitive psychologist, a philosopher, or simply an enthusiast eager to dive deep into the world where language meets information, this book promises a thought-provoking journey.

Author: Antti Oulasvirta
Publisher: Oxford University Press
ISBN: 0198799608
Category : Computers
Languages : en
Pages : 433

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Book Description
This book introduces a new perspective on how to design user interfaces called "Computational Interaction". This new method applies principles of computational thinking (abstraction, automation and analysis) to inform our understanding of how people interact with user interfaces.

Author: Michael Richter
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110788144
Category : Language Arts & Disciplines
Languages : en
Pages : 192

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Book Description
Have you ever wondered how the principles behind Shannon's groundbreaking Information Theory can be interwoven with the intricate fabric of linguistic communication? This book takes you on a fascinating journey, offering insights into how humans process and comprehend language. By applying Information Theory to the realm of natural language semantics, it unravels the connection between regularities in linguistic messages and the cognitive intricacies of language processing. Highlighting the intersections of information theory with linguistics, philosophy, cognitive psychology, and computer science, this book serves as an inspiration for anyone seeking to understand the predictive capabilities of Information Theory in modeling human communication. It elaborates on the seminal works from giants in the field like Dretske, Hale, and Zipf, exploring concepts like surprisal theory and the principle of least effort. With its empirical approach, this book not only discusses the theoretical aspects but also ventures into the application of Shannon's Information Theory in real-world language scenarios, strengthened by advanced statistical methods and machine learning. It touches upon challenging areas such as the distinction between mathematical and semantic information, the concept of information in linguistic utterances, and the intricate play between truth, context, and meaning. Whether you are a linguist, a cognitive psychologist, a philosopher, or simply an enthusiast eager to dive deep into the world where language meets information, this book promises a thought-provoking journey.

Author: Michael Richter
Publisher: Walter de Gruyter
ISBN: 9783110787962
Category :
Languages : en
Pages : 0

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Book Description
Have you ever wondered how the principles behind Shannon's groundbreaking Information Theory can be interwoven with the intricate fabric of linguistic communication? This book takes you on a fascinating journey, offering insights into how humans process and comprehend language. By applying Information Theory to the realm of natural language semantics, it unravels the connection between regularities in linguistic messages and the cognitive intricacies of language processing. Highlighting the intersections of information theory with linguistics, philosophy, cognitive psychology, and computer science, this book serves as an inspiration for anyone seeking to understand the predictive capabilities of Information Theory in modeling human communication. It elaborates on the seminal works from giants in the field like Dretske, Hale, and Zipf, exploring concepts like surprisal theory and the principle of least effort. With its empirical approach, this book not only discusses the theoretical aspects but also ventures into the application of Shannon's Information Theory in real-world language scenarios, strengthened by advanced statistical methods and machine learning. It touches upon challenging areas such as the distinction between mathematical and semantic information, the concept of information in linguistic utterances, and the intricate play between truth, context, and meaning. Whether you are a linguist, a cognitive psychologist, a philosopher, or simply an enthusiast eager to dive deep into the world where language meets information, this book promises a thought-provoking journey.

Author: Jacob Mey
Publisher: Pergamon
ISBN:
Category : Language Arts & Disciplines
Languages : en
Pages : 1344

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Book Description
Hardbound. Among the recent developments in the language sciences, the coming-of-age of the field of pragmatics and its official inauguration in the mid-seventies stand out as some of the most significant ones. The present work endeavours to sum up the development of the youngest offspring of linguistics in a number of conscientiously chosen, well-elaborated concepts that may be said to characterize both the discipline and its most famous practitioners. The increasingly complex notions and devices developed by linguists to cope with the description of naturally occurring language phenomena, have been joined with techniques and approaches due to the socially oriented schools of thought that see language first of all as a means of communication between human users. Based on the highly acclaimed and award winning Encyclopedia of Language and Linguistics this volume provides a collection of articles throughout which the vast scope of the field of pra

Author: Mark Wilde
Publisher: Cambridge University Press
ISBN: 1107034256
Category : Computers
Languages : en
Pages : 673

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Book Description
A self-contained, graduate-level textbook that develops from scratch classical results as well as advances of the past decade.

Author: George Gilder
Publisher: Simon and Schuster
ISBN: 1684512247
Category : Business & Economics
Languages : en
Pages : 226

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Book Description
For more than two hundred years, capitalism spread wealth around the globe, bringing unprecedented prosperity and progress, liberating human potential. But something has gone terribly wrong in the world economy. The bestselling futurist and venture capitalist George Gilder explains why economics is not an incentive system to be manipulated but an information system to be freed. Material resources are essentially as plentiful as the atoms of the universe. What drives economic growth in a free market is our limitless human ingenuity and creativity.

Author: Shun-ichi Amari
Publisher: American Mathematical Soc.
ISBN: 9780821843024
Category : Computers
Languages : en
Pages : 220

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Book Description
Information geometry provides the mathematical sciences with a fresh framework of analysis. This book presents a comprehensive introduction to the mathematical foundation of information geometry. It provides an overview of many areas of applications, such as statistics, linear systems, information theory, quantum mechanics, and convex analysis.