Computational Psycholinguistics PDF Download

Author: Matthew W. Crocker
Publisher: Springer Science & Business Media
ISBN: 9400916000
Category : Computers
Languages : en
Pages : 255

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Book Description
Computational Psycholinguistics: An Interdisciplinary Approach to the Study of Language investigates the architecture and mechanisms which underlie the human capacity to process language. It is the first such study to integrate modern syntactic theory, cross-linguistic psychological evidence, and modern computational techniques in constructing a model of the human sentence processing mechanism. The monograph follows the rationalist tradition, arguing the central role of modularity and universal grammar in a theory of human linguistic performance. It refines the notion of `modularity of mind', and presents a distributed model of syntactic processing which consists of modules aligned with the various informational `types' associated with modern linguistic theories. By considering psycholinguistic evidence from a range of languages, a small number of processing principles are motivated and are demonstrated to hold universally. It is also argued that the behavior of modules, and the strategies operative within them, can be derived from an overarching `Principle of Incremental Comprehension'. Audience: The book is recommended to all linguists, psycholinguists, computational linguists, and others interested in a unified and interdisciplinary study of the human language faculty.

Author: Alexander Clark
Publisher: John Wiley & Sons
ISBN: 1118448677
Category : Language Arts & Disciplines
Languages : en
Pages : 802

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Book Description
This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP). Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forward Includes an introduction to the major theoretical issues in these fields, as well as the central engineering applications that the work has produced Presents the major developments in an accessible way, explaining the close connection between scientific understanding of the computational properties of natural language and the creation of effective language technologies Serves as an invaluable state-of-the-art reference source for computational linguists and software engineers developing NLP applications in industrial research and development labs of software companies

Author: Adrian Brasoveanu
Publisher: Springer Nature
ISBN: 303031846X
Category : Language and languages
Languages : en
Pages : 299

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Book Description
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) .

Author: Anne Cutler
Publisher: Routledge
ISBN: 1351538292
Category : Psychology
Languages : en
Pages : 846

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Book Description
Psycholinguistics is an interdisciplinary field, and hence relationships are at its heart. First and foremost is the relationship between its two parent disciplines, psychology and linguistics, a relationship which has changed and advanced over the half century of the field's independent existence. At the beginning of the 21st Century, psycholinguistics forms part of the rapidly developing enterprise known as cognitive neuroscience, in which the relationship between biology and behavior plays a central role. Psycholinguistics is about language in communication, so that the relationship between language production and comprehension has always been important, and as psycholinguistics is an experimental discipline, it is likewise essential to find the right relationship between model and experiment. This book focuses in turn on each of these four cornerstone relationships: Psychology and Linguistics, Biology and Behavior, Production and Comprehension, and Model and Experiment. The authors are from different disciplinary backgrounds, but share a commitment to clarify the ways that their research illuminates the essential nature of the psycholinguistic enterprise.

Author: Masatoshi Koizumi
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110778947
Category : Language Arts & Disciplines
Languages : en
Pages : 308

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Book Description
Issues in Japanese Psycholinguistics from Comparative Perspectives compiles 31 state-of-the-art articles on Japanese psycholinguistics. It emphasizes the importance of using comparative perspectives when conducting psycholinguistic research. Psycholinguistic studies of Japanese have contributed greatly to the field from a cross-linguistic perspective. However, the target languages for comparison have been limited. Most research focuses on English and a few other typologically similar languages. As a result, many current theories of psycholinguistics fail to acknowledge the nature of ergative-absolutive and/or object-before-subject languages. The cross-linguistic approach is not the only method of comparison in psycholinguistics. Other prominent comparative aspects include comprehension vs. production, native speakers vs. second language learners, typical vs. aphasic language development. Many of these approaches are underrepresented in Japanese psycholinguistics. The studies reported in the volumes attempt to bridge these gaps. Using various experimental and/or computational methods, they address issues of the universality/diversity of the human language and the nature of the relationship between human cognitive modules. Volume 1, Cross-Linguistic Studies, compares Japanese and other languages, including well-studied languages such as English, as well as lesser-studied languages such as Kaqchikel.

Author: Ron Sun
Publisher: Cambridge University Press
ISBN: 1108617433
Category : Psychology
Languages : en
Pages : 1804

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Book Description
The Cambridge Handbook of Computational Cognitive Sciences is a comprehensive reference for this rapidly developing and highly interdisciplinary field. Written with both newcomers and experts in mind, it provides an accessible introduction of paradigms, methodologies, approaches, and models, with ample detail and illustrated by examples. It should appeal to researchers and students working within the computational cognitive sciences, as well as those working in adjacent fields including philosophy, psychology, linguistics, anthropology, education, neuroscience, artificial intelligence, computer science, and more.

Author: Ruslan Mitkov
Publisher: Oxford University Press
ISBN: 019162554X
Category : Language Arts & Disciplines
Languages : en
Pages : 1377

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Book Description
Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others. The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and students in computational linguistics and Natural Language Processing, as well as those working in related industries.

Author: Gerry T. M. Altmann
Publisher: Psychology Press
ISBN: 9780863779756
Category : Language Arts & Disciplines
Languages : en
Pages : 436

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Book Description
This collection of papers and abstracts stems from the third meeting in the series of Sperlonga workshops on Cognitive Models of Speech Processing. It presents current research on the structure and organization of the mental lexicon, and on the processes that access that lexicon. The volume starts with discussion of issues in acquisition and consideration of questions such as, 'What is the relationship between vocabulary growth and the acquisition of syntax?', and, 'How does prosodic information, concerning the melodies and rhythms of the language, influence the processes of lexical and syntactic acquisition?'. From acquisition, the papers move on to consider the manner in which contemporary models of spoken word recognition and production can map onto neural models of the recognition and production processes. The issue of exactly what is recognised, and when, is dealt with next - the empirical findings suggest that the function of something to which a word refers is accessed with a different time-course to the form of that something. This has considerable implications for the nature, and content, of lexical representations. Equally important are the findings from the studies of disordered lexical processing, and two papers in this volume address the implications of these disorders for models of lexical representation and process (borrowing from both empirical data and computational modelling). The final paper explores whether neural networks can successfully model certain lexical phenomena that have elsewhere been assumed to require rule-based processes.

Author: Robert A. Wilson
Publisher: MIT Press
ISBN: 9780262731447
Category : Psychology
Languages : en
Pages : 1106

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Book Description
Since the 1970s the cognitive sciences have offered multidisciplinary ways of understanding the mind and cognition. The MIT Encyclopedia of the Cognitive Sciences (MITECS) is a landmark, comprehensive reference work that represents the methodological and theoretical diversity of this changing field. At the core of the encyclopedia are 471 concise entries, from Acquisition and Adaptationism to Wundt and X-bar Theory. Each article, written by a leading researcher in the field, provides an accessible introduction to an important concept in the cognitive sciences, as well as references or further readings. Six extended essays, which collectively serve as a roadmap to the articles, provide overviews of each of six major areas of cognitive science: Philosophy; Psychology; Neurosciences; Computational Intelligence; Linguistics and Language; and Culture, Cognition, and Evolution. For both students and researchers, MITECS will be an indispensable guide to the current state of the cognitive sciences.

Author: Ian Wand
Publisher: Cambridge University Press
ISBN: 0521460859
Category : Computers
Languages : en
Pages : 387

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Book Description
First published in 1996, this collection of essays by distinguished computer scientists celebrates the achievements of research and speculates about the unsolved problems in computer science that require future investigation. Since the subject stretches from technology in the field, through engineering design to foundations in mathematics, there is a wide variety of concerns and approaches among the authors. The book's purpose is to show that long-term research in computer science is crucial and that it must not be driven solely by commercial considerations. The authors do not shirk the difficult aspects of their topics, but try to expose them in the simplest terms possible without diluting them, in order that the reader can understand the issues involved. Thus the book also represents a broad overview of much of the state of knowledge and future expectations of computer science, illustrating that it is much more than a technology and it is a fully fledged and growing intellectual discipline with its own engineering principles and its own scientific concepts and models. It will be stimulating reading because it represents the views of prominent authorities who have had a significant impact on the direction of innovation, research and development in computer science.