Language Cognition And Computational Models
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Language Cognition And Computational Models
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Author : Thierry Poibeau
language : en
Publisher: Cambridge University Press
Release Date : 2018-01-25
Language Cognition And Computational Models written by Thierry Poibeau 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 2018-01-25 with Computers categories.
This book uses recent computational models to explore issues related to language and cognition.
Computational Cognitive Modeling And Linguistic Theory
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Author : Adrian Brasoveanu
language : en
Publisher: Springer Nature
Release Date : 2020-01-01
Computational Cognitive Modeling And Linguistic Theory written by Adrian Brasoveanu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-01 with Language and languages categories.
This open access book introduces a general framework that allows natural language researchers to enhance existing competence theories with fully specified performance and processing components. Gradually developing increasingly complex and cognitively realistic competence-performance models, it provides running code for these models and shows how to fit them to real-time experimental data. This computational cognitive modeling approach opens up exciting new directions for research in formal semantics, and linguistics more generally, and offers new ways of (re)connecting semantics and the broader field of cognitive science. The approach of this book is novel in more ways than one. Assuming the mental architecture and procedural modalities of Anderson's ACT-R framework, it presents fine-grained computational models of human language processing tasks which make detailed quantitative predictions that can be checked against the results of self-paced reading and other psycho-linguistic experiments. All models are presented as computer programs that readers can run on their own computer and on inputs of their choice, thereby learning to design, program and run their own models. But even for readers who won't do all that, the book will show how such detailed, quantitatively predicting modeling of linguistic processes is possible. A methodological breakthrough and a must for anyone concerned about the future of linguistics! (Hans Kamp) This book constitutes a major step forward in linguistics and psycholinguistics. It constitutes a unique synthesis of several different research traditions: computational models of psycholinguistic processes, and formal models of semantics and discourse processing. The work also introduces a sophisticated python-based software environment for modeling linguistic processes. This book has the potential to revolutionize not only formal models of linguistics, but also models of language processing more generally. (Shravan Vasishth) .
Computational Cognitive Modeling And Linguistic Theory
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Author : Adrian Brasoveanu
language : en
Publisher: Springer
Release Date : 2020-06-01
Computational Cognitive Modeling And Linguistic Theory written by Adrian Brasoveanu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-01 with Philosophy categories.
This open access book introduces a general framework that allows natural language researchers to enhance existing competence theories with fully specified performance and processing components. Gradually developing increasingly complex and cognitively realistic competence-performance models, it provides running code for these models and shows how to fit them to real-time experimental data. This computational cognitive modeling approach opens up exciting new directions for research in formal semantics, and linguistics more generally, and offers new ways of (re)connecting semantics and the broader field of cognitive science.
Computational Modeling Of Human Language Acquisition
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Author : Afra Alishahi
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2011
Computational Modeling Of Human Language Acquisition written by Afra Alishahi and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Computers categories.
In doing so, computational modeling provides insight into the plausible mechanisms involved in human language acquisition, and inspires the development of better language models and techniques. This book provides an overview of the main research quesetions in the field of human language acquisition. It reviews the most commonly used computational frameworks, methodologies and resources for modeling child language learning, and the evaluation techniques used for assessing these computational models. The book is aimed at cognitive scientists who want to become familiar with the available computational methods for investigating problems related to human language acquisition, as well as computational linguists who are interested in applying their skills to the study of child language acquisition.
Computational Models Of Referring
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Author : Kees van Deemter
language : en
Publisher: MIT Press
Release Date : 2016-04-29
Computational Models Of Referring written by Kees van Deemter and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-29 with Computers categories.
8.6 Issues Raised by the Algorithms Proposed
Cognitive Aspects Of Computational Language Acquisition
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Author : Aline Villavicencio
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-01-11
Cognitive Aspects Of Computational Language Acquisition written by Aline Villavicencio and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-11 with Computers categories.
Questions related to language acquisition have been of interest for many centuries, as children seem to acquire a sophisticated capacity for processing language with apparent ease, in the face of ambiguity, noise and uncertainty. However, with recent advances in technology and cognitive-related research it is now possible to conduct large-scale computational investigations of these issues The book discusses some of the latest theoretical and practical developments in the areas involved, including computational models for language tasks, tools and resources that help to approximate the linguistic environment available to children during acquisition, and discussions of challenging aspects of language that children have to master. This is a much-needed collection that provides a cross-section of recent multidisciplinary research on the computational modeling of language acquisition. It is targeted at anyone interested in the relevance of computational techniques for understanding language acquisition. Readers of this book will be introduced to some of the latest approaches to these tasks including: * Models of acquisition of various types of linguistic information (from words to syntax and semantics) and their relevance to research on human language acquisition * Analysis of linguistic and contextual factors that influence acquisition * Resources and tools for investigating these tasks Each chapter is presented in a self-contained manner, providing a detailed description of the relevant aspects related to research on language acquisition, and includes illustrations and tables to complement these in-depth discussions. Though there are no formal prerequisites, some familiarity with the basic concepts of human and computational language acquisition is beneficial.
Understanding Language Understanding
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Author : Ashwin Ram
language : en
Publisher: MIT Press
Release Date : 1999
Understanding Language Understanding written by Ashwin Ram and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Language Arts & Disciplines categories.
This book highlights cutting-edge research relevant to the building of a computational model of reading comprehension, as in the processing and understanding of a natural language text or story. The book takes an interdisciplinary approach to the study of reading, with contributions from computer science, psychology, and philosophy. Contributors cover the theoretical and psychological foundations of the research in discussions of what it means to understand a text, how one builds a computational model, and related issues in knowledge representation and reasoning. The book also addresses some of the broader issues that a natural language system must deal with, such as reading in context, linguistic novelty, and information extraction.
Computational Modeling Of Cognition And Behavior
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Author : Simon Farrell
language : en
Publisher: Cambridge University Press
Release Date : 2018-02-22
Computational Modeling Of Cognition And Behavior written by Simon Farrell 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 2018-02-22 with Psychology categories.
This book presents an integrated framework for developing and testing computational models in psychology and related disciplines. Researchers and students are given the knowledge and tools to interpret models published in their area, as well as to develop, fit, and test their own models.
Language Processing And Grammars
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Author : Brian Nolan
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2014-04-15
Language Processing And Grammars written by Brian Nolan and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-15 with Computers categories.
There is a growing awareness of the significance and value that modelling using information technology can bring to the functionally oriented linguistic enterprise. This encompasses a spectrum of areas as diverse as concept modelling, language processing and grammar modelling, conversational agents, and the visualisation of complex linguistic information in a functional linguistic perspective. This edited volume offers a collection of papers dealing with different aspects of computational modelling of language and grammars, within a functional perspective at both the theoretical and application levels. As a result, this volume represents the first instance of contemporary functionally oriented computational treatments of a variety of important language and linguistic issues. This book presents current research on functionally oriented computational models of grammar, language processing and linguistics, concerned with a broadly functional computational linguistics that also contributes to our understanding of languages within a functional and cognitive linguistic, computational research agenda.
Computational Models Of Cognitive Processes
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Author : Julien Mayor
language : en
Publisher: World Scientific
Release Date : 2013-11-18
Computational Models Of Cognitive Processes written by Julien Mayor and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-18 with Computers categories.
Computational Models of Cognitive Processes collects refereed versions of papers presented at the 13th Neural Computation and Psychology Workshop (NCPW13) that took place July 2012, in San Sebastian (Spain). This workshop series is a well-established and unique forum that brings together researchers from such diverse disciplines as artificial intelligence, cognitive science, computer science, neurobiology, philosophy and psychology to discuss their latest work on models of cognitive processes.