Modelling Natural Language With Claude Shannon S Notion Of Surprisal
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Modelling Natural Language With Claude Shannon S Notion Of Surprisal
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Author : Michael Richter
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-02-19
Modelling Natural Language With Claude Shannon S Notion Of Surprisal written by Michael Richter and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-19 with Language Arts & Disciplines categories.
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.
Computational Interaction
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Author : Antti Oulasvirta
language : en
Publisher: Oxford University Press
Release Date : 2018
Computational Interaction written by Antti Oulasvirta and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Computers categories.
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.
Concise Encyclopedia Of Pragmatics
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Author : Jacob Mey
language : en
Publisher: Pergamon
Release Date : 1998
Concise Encyclopedia Of Pragmatics written by Jacob Mey and has been published by Pergamon this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Language Arts & Disciplines categories.
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
Quantum Information Theory
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Author : Mark Wilde
language : en
Publisher: Cambridge University Press
Release Date : 2013-04-18
Quantum Information Theory written by Mark Wilde and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-18 with Computers categories.
A self-contained, graduate-level textbook that develops from scratch classical results as well as advances of the past decade.
Information Theory
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Author : Robert B. Ash
language : en
Publisher:
Release Date : 1965
Information Theory written by Robert B. Ash and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1965 with Information theory categories.
From Data To Evidence In English Language Research
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Author : Carla Suhr
language : en
Publisher: BRILL
Release Date : 2019-01-07
From Data To Evidence In English Language Research written by Carla Suhr and has been published by BRILL this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-07 with Language Arts & Disciplines categories.
From Data to Evidence in English Language Research draws on diverse digital data sources alongside more traditional linguistic corpora to offer new insights into the ways in which they can be used to extend and re-evaluate research questions in English linguistics. This is achieved, for example, by increasing data size, adding multi-layered contextual analyses, applying methods from adjacent fields, and adapting existing data sets to new uses. Making innovative contributions to digital linguistics, the chapters in the volume apply a combination of methods to the increasing amount of digital data available to researchers to show how this data – both established and newly available - can be utilized, enriched and rethought to provide new evidence for developments in the English language.
Dive Into Deep Learning
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Author : Joanne Quinn
language : en
Publisher: Corwin Press
Release Date : 2019-07-15
Dive Into Deep Learning written by Joanne Quinn and has been published by Corwin Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-15 with Education categories.
The leading experts in system change and learning, with their school-based partners around the world, have created this essential companion to their runaway best-seller, Deep Learning: Engage the World Change the World. This hands-on guide provides a roadmap for building capacity in teachers, schools, districts, and systems to design deep learning, measure progress, and assess conditions needed to activate and sustain innovation. Dive Into Deep Learning: Tools for Engagement is rich with resources educators need to construct and drive meaningful deep learning experiences in order to develop the kind of mindset and know-how that is crucial to becoming a problem-solving change agent in our global society. Designed in full color, this easy-to-use guide is loaded with tools, tips, protocols, and real-world examples. It includes: • A framework for deep learning that provides a pathway to develop the six global competencies needed to flourish in a complex world — character, citizenship, collaboration, communication, creativity, and critical thinking. • Learning progressions to help educators analyze student work and measure progress. • Learning design rubrics, templates and examples for incorporating the four elements of learning design: learning partnerships, pedagogical practices, learning environments, and leveraging digital. • Conditions rubrics, teacher self-assessment tools, and planning guides to help educators build, mobilize, and sustain deep learning in schools and districts. Learn about, improve, and expand your world of learning. Put the joy back into learning for students and adults alike. Dive into deep learning to create learning experiences that give purpose, unleash student potential, and transform not only learning, but life itself.
The Routledge Handbook Of Translation And Pragmatics
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Author : Rebecca Tipton
language : en
Publisher: Routledge
Release Date : 2019-05-22
The Routledge Handbook Of Translation And Pragmatics written by Rebecca Tipton and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-22 with Language Arts & Disciplines categories.
The Routledge Handbook of Translation and Pragmatics provides an overview of key concepts and theory in pragmatics, charts developments in the disciplinary relationship between translation studies and pragmatics, and showcases applications of pragmatics-inspired research in a wide range of translation, spoken and signed language interpreting activities. Bringing together 22 authoritative chapters by leading scholars, this reference work is divided into three sections: Influences and Intersections, Methodological Issues, and Applications. Contributions focus on features of linguistic pragmatics and their analysis in authentic and experimental data relating to a wide range of translation and interpreting activities, including: news, scientific, literary and audiovisual translation, translation in online social media, healthcare interpreting and audio description for the theatre. It also encompasses contributions on issues beyond the level of the text that include the study of interpersonal relationships in practitioner networks and the development of pragmatic competence in interpreter training. Each chapter includes many practical illustrative examples and a list of recommended reading. Fundamental reading for students and academics in translation and interpreting studies, this is also an essential resource for those working in the related fields of linguistics, communication and intercultural studies.
Construal
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Author : Lyn Frazier
language : en
Publisher: MIT Press
Release Date : 1996
Construal written by Lyn Frazier and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Language Arts & Disciplines categories.
Construal presents a new theory of sentence processing, one that allows a limited type of underspecification in the syntactic analysis of sentences. It extends what has arguably been the dominant theory of parsing (the garden-path theory developed by Lyn Frazier and colleagues) through the 1980s into new and previously unexplored domains, and greatly advances the potential for insights into how meaning is both made and understood. Frazier and Clifton, both pioneers in parsing theory, present new psycholinguistic theory and experimentation concerning how "nonprimary" phrases are analyzed in sentence comprehension. They define a process of "construal" and show how it accounts for cases in which the parser does not fully determine structure during the course of ordinary comprehension. The idea of construal arises in part through the authors' critical review of the challenges to their established framework for research on structural parsing. While they demonstrate that the principles of parsing theory remain valid for a wide variety of languages and grammatical constructions, they go beyond them to clearly identify those types of constructions built by the process of construal. Frazier and Clifton show that construal follows distinct principles, and they flesh out their hypothesis with previously unexamined evidence and new empirical tests.
Principles Of Neural Information Theory
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Author : James V Stone
language : en
Publisher:
Release Date : 2018-05-15
Principles Of Neural Information Theory written by James V Stone and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-15 with Computers categories.
In this richly illustrated book, it is shown how Shannon's mathematical theory of information defines absolute limits on neural efficiency; limits which ultimately determine the neuroanatomical microstructure of the eye and brain. Written in an informal style this is an ideal introduction to cutting-edge research in neural information theory.