Cognitive Aspects Of Computational Language Acquisition
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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.
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.
How do infants learn a language? Why and how do languages evolve? How do we understand a sentence? This book explores these questions using recent computational models that shed new light on issues related to language and cognition. The chapters in this collection propose original analyses of specific problems and develop computational models that have been tested and evaluated on real data. Featuring contributions from a diverse group of experts, this interdisciplinary book bridges the gap between natural language processing and cognitive sciences. It is divided into three sections, focusing respectively on models of neural and cognitive processing, data driven methods, and social issues in language evolution. This book will be useful to any researcher and advanced student interested in the analysis of the links between the brain and the language faculty.
Computational Cognitive Modeling And Linguistic Theory
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Author : Adrian Brasoveanu
language : en
Publisher:
Release Date : 2020-10-09
Computational Cognitive Modeling And Linguistic Theory written by Adrian Brasoveanu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-09 with Language Arts & Disciplines 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) This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.
Proceedings Of The Workshop On Cognitive Aspects Of Computational Language Acquisition
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Author :
language : en
Publisher:
Release Date : 2007
Proceedings Of The Workshop On Cognitive Aspects Of Computational Language Acquisition written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computational linguistics categories.
Language Acquisition Across Linguistic And Cognitive Systems
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Author : Michèle Kail
language : en
Publisher: John Benjamins Publishing
Release Date : 2010
Language Acquisition Across Linguistic And Cognitive Systems written by Michèle Kail and has been published by John Benjamins Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Language Arts & Disciplines categories.
How and why do all children learn language? Why do some have difficulties while others are early language learners? What are the consequences of early bilingualism? Is it possible to reach native-like competence in a foreign language? Although we still cannot fully answer these questions, research during the last two decades has begun to solve some pieces of the puzzle. This book proposes an interdisciplinary collection of writings from some of the best specialists across several fields in cognitive science, offering a wide sample of recent advances in the study of first language acquisition, bilingualism, second language acquisition, and disorders of oral language. It is addressed to all researchers and students interested in language acquisition, as well as to teachers, clinicians and parents, who will find therein many new findings and varied methodological approaches, as well as challenging questions that are still debated and in need of further research.
Ambiguity Resolution In Language Learning
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Author : Hinrich Schütze
language : en
Publisher: Center for the Study of Language and Information Publications
Release Date : 1997-05-13
Ambiguity Resolution In Language Learning written by Hinrich Schütze and has been published by Center for the Study of Language and Information Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-05-13 with Language Arts & Disciplines categories.
This volume is concerned with how ambiguity and ambiguity resolution are learned, that is, with the acquisition of the different representations of ambiguous linguistic forms and the knowledge necessary for selecting among them in context. Schütze concentrates on how the acquisition of ambiguity is possible in principle and demonstrates that particular types of algorithms and learning architectures (such as unsupervised clustering and neural networks) can succeed at the task. Three types of lexical ambiguity are treated: ambiguity in syntactic categorisation, semantic categorisation, and verbal subcategorisation. The volume presents three different models of ambiguity acquisition: Tag Space, Word Space, and Subcat Learner, and addresses the importance of ambiguity in linguistic representation and its relevance for linguistic innateness.
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.
The Oxford Handbook Of Experimental Syntax
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Author : Jon Sprouse
language : en
Publisher: Oxford University Press
Release Date : 2023
The Oxford Handbook Of Experimental Syntax written by Jon Sprouse 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 2023 with Language Arts & Disciplines categories.
This handbook, the first volume of its kind, showcases the multiple experimental methods that are used to explore the central questions in syntactic research. The chapters provide reviews of major experimental work, offer methodological guidance, and will inspire new research that will push the boundaries of the theory of syntax.
Cognitive Infocommunications
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Author : Anna Esposito
language : en
Publisher: Frontiers Media SA
Release Date : 2023-06-21
Cognitive Infocommunications written by Anna Esposito and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-21 with Science categories.
Handbook Of Cognitive Linguistics And Second Language Acquisition
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Author : Peter Robinson
language : en
Publisher: Routledge
Release Date : 2008-03-29
Handbook Of Cognitive Linguistics And Second Language Acquisition written by Peter Robinson and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-03-29 with Education categories.
This cutting-edge volume describes the implications of Cognitive Linguistics for the study of second language acquisition (SLA). The first two sections identify theoretical and empirical strands of Cognitive Linguistics, presenting them as a coherent whole. The third section discusses the relevance of Cognitive Linguistics to SLA and defines a research agenda linking these fields with implications for language instruction. Its comprehensive range and tutorial-style chapters make this handbook a valuable resource for students and researchers alike.