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Author: Terry Regier
Publisher: MIT Press
ISBN: 9780262181730
Category : Computers
Languages : en
Pages : 246
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Book Description
Drawing on ideas from cognitive linguistics, connectionism, and perception, The Human Semantic Potential describes a connectionist model that learns perceptually grounded semantics for natural language in spatial terms. Languages differ in the ways in which they structure space, and Regier's aim is to have the model perform its learning task for terms from any natural language. The system has so far succeeded in learning spatial terms from English, German, Russian, Japanese, and Mixtec. The model views simple movies of two-dimensional objects moving relative to one another and learns to classify them linguistically in accordance with the spatial system of some natural language. The overall goal is to determine which sorts of spatial configurations and events are learnable as the semantics for spatial terms and which are not. Ultimately, the model and its theoretical underpinnings are a step in the direction of articulating biologically based constraints on the nature of human semantic systems. Along the way Regier takes up such substantial issues as the attraction and the liabilities of PDP and structured connectionist modeling, the problem of learning without direct negative evidence, and the area of linguistic universals, which is addressed in the model itself. Trained on spatial terms from different languages, the model permits observations about the possible bases of linguistic universals and interlanguage variation.
Author: Terry Regier
Publisher: MIT Press
ISBN: 9780262181730
Category : Computers
Languages : en
Pages : 246
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Book Description
Drawing on ideas from cognitive linguistics, connectionism, and perception, The Human Semantic Potential describes a connectionist model that learns perceptually grounded semantics for natural language in spatial terms. Languages differ in the ways in which they structure space, and Regier's aim is to have the model perform its learning task for terms from any natural language. The system has so far succeeded in learning spatial terms from English, German, Russian, Japanese, and Mixtec. The model views simple movies of two-dimensional objects moving relative to one another and learns to classify them linguistically in accordance with the spatial system of some natural language. The overall goal is to determine which sorts of spatial configurations and events are learnable as the semantics for spatial terms and which are not. Ultimately, the model and its theoretical underpinnings are a step in the direction of articulating biologically based constraints on the nature of human semantic systems. Along the way Regier takes up such substantial issues as the attraction and the liabilities of PDP and structured connectionist modeling, the problem of learning without direct negative evidence, and the area of linguistic universals, which is addressed in the model itself. Trained on spatial terms from different languages, the model permits observations about the possible bases of linguistic universals and interlanguage variation.
Author: Terry Regier
Publisher: Mit Press
ISBN: 9780262527309
Category : Language Arts & Disciplines
Languages : en
Pages : 240
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Book Description
"Regier's work makes a distinct and tangible contribution to the study of cognition and should be read by anyone interested in language acquisition in particular, and learning in general. This work brings about an impressive integration of ideas from cognitive linguistics, connectionism, and computer science in order to attack the problem of learning perceptually grounded semantics of spatial terms. The research reported in this book is an excellent example of interdisciplinary work." -- Lokendra Shastri, Member AI Group, International Computer Science Institute, Berkeley "Regier develops a structured connectionist model for acquiring spatial concepts that represents the epitome of cognitive science, integrating perspectives from linguistics, artificial intelligence, and psychology. This work further represents an excellent example of how a complex model should be analyzed to establish its core properties, implications, and limitations. Besides having considerable scientific merit, the book is highly engaging, frequently provocative, and beautifully written." -- Lawrence W. Barsalou, Professor of Psychology, University of Chicago Drawing on ideas from cognitive linguistics, connectionism, and perception, The Human Semantic Potential describes a connectionist model that learns perceptually grounded semantics for natural language in spatial terms. Languages differ in the ways in which they structure space, and Regier's aim is to have the model perform its learning task for terms from any natural language. The system has so far succeeded in learning spatial terms from English, German, Russian, Japanese, andMixtec. The model views simple movies of two-dimensional objects moving relative to one another and learns to classify them linguistically in accordance with the spatial system of some natural language. The overall goal is to determine which sorts of spatial configurations and events are learnable as the semantics for spatial terms and which are not. Ultimately, the model and its theoretical underpinnings are a step in the direction of articulating biologically based constraints on the nature of human semantic systems. Along the way Regier takes up such substantial issues as the attraction and the liabilities of PDP and structured connectionist modeling, the problem of learning without direct negative evidence, and the area of linguistic universals, which is addressed in the model itself. Trained on spatial terms from different languages, the model permits observations about the possible bases of linguistic universals and interlanguage variation. Neural Network Modeling and Connectionism series
Author: Dieter Fensel
Publisher: MIT Press
ISBN: 9780262562126
Category : Computers
Languages : en
Pages : 516
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Book Description
A guide to the Semantic Web, which will transform the Web into a structured network of resources organized by meaning and relationships.
Author: Keith Allan
Publisher: Elsevier
ISBN: 9780080959696
Category : Language Arts & Disciplines
Languages : en
Pages : 1102
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Book Description
Concise Encyclopedia of Semantics is a comprehensive new reference work aiming to systematically describe all aspects of the study of meaning in language. It synthesizes in one volume the latest scholarly positions on the construction, interpretation, clarification, obscurity, illustration, amplification, simplification, negotiation, contradiction, contraction and paraphrasing of meaning, and the various concepts, analyses, methodologies and technologies that underpin their study. It examines not only semantics but the impact of semantic study on related fields such as morphology, syntax, and typologically oriented studies such as ‘grammatical semantics’, where semantics has made a considerable contribution to our understanding of verbal categories like tense or aspect, nominal categories like case or possession, clausal categories like causatives, comparatives, or conditionals, and discourse phenomena like reference and anaphora. COSE also examines lexical semantics and its relation to syntax, pragmatics, and cognitive linguistics; and the study of how ‘logical semantics’ develops and thrives, often in interaction with computational linguistics. As a derivative volume from Encyclopedia of Language and Linguistics, Second Edition, it comprises contributions from 150 of the foremost scholars of semantics in their various specializations and draws on 20+ years of development in the parent work in a compact and affordable format. Principally intended for tertiary level inquiry and research, this will be invaluable as a reference work for undergraduate and postgraduate students as well as academics inquiring into the study of meaning and meaning relations within languages. As semantics is a centrally important and inherently cross-cutting area within linguistics it will therefore be relevant not just for semantics specialists, but for most linguistic audiences. The first encyclopedia ever published in this fascinating and diverse field Combines the talents of the world’s leading semantics specialists The latest trends in the field authoritatively reviewed and interpreted in context of related disciplines Drawn from the richest, most authoritative, comprehensive and internationally acclaimed reference resource in the linguistics area Compact and affordable single volume reference format
Author: Mark Johnson
Publisher: University of Chicago Press
ISBN: 0226401936
Category : Philosophy
Languages : en
Pages : 330
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Book Description
"In The Meaning of the Body, Mark Johnson examines the nature of human meaning - where it comes from and how it is made. He goes beyond his earlier pioneering work, begun in Metaphors We Live By and The Body in the Mind, to explore the deepest sources of human understanding, which lie in feelings, emotions, qualities, and patterns of bodily perception and motion. Philosophers have traditionally ignored these aspects of embodied meaning, focusing instead on more superficial conceptual and propositional structures. Johnson argues that overlooking these profound dimensions of meaning has left much contemporary philosophy of language and mind out of touch with new research - in cognitive science, psychology, and art - that shows how meaning is possible for embodied human minds."--BOOK JACKET.
Author: Tom Ziemke
Publisher: Walter de Gruyter
ISBN: 9783110193275
Category : Language and languages
Languages : en
Pages : 484
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Book Description
Author: Drew Milne
Publisher: John Wiley & Sons
ISBN: 0470755547
Category : Literary Criticism
Languages : en
Pages : 384
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Book Description
This anthology presents a series of texts in which major twentieth-century thinkers engage in dialogue with their predecessors. Presents a series of texts in which major twentieth-century thinkers engage in dialogue with their predecessors. Offers an innovative way into understanding modern critical thought. Spans the period from Marx to the present day. A conversation of ideas emerges between one generation and the next. Editorial material defines key terms and maps out contested terrain. Each piece is prefaced by contextualising notes and suggestions for further reading.
Author: Philipp Strazny
Publisher: Taylor & Francis
ISBN: 1135455236
Category : Language Arts & Disciplines
Languages : en
Pages : 1304
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Book Description
Utilizing a historical and international approach, this valuable two-volume resource makes even the more complex linguistic issues understandable for the non-specialized reader. Containing over 500 alphabetically arranged entries and an expansive glossary by a team of international scholars, the Encyclopedia of Linguistics explores the varied perspectives, figures, and methodologies that make up the field.
Author: Jean Harkins
Publisher: Walter de Gruyter
ISBN: 3110880164
Category : Language Arts & Disciplines
Languages : en
Pages : 429
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Book Description
This volume aims to enrich the current interdisciplinary theoretical discussion of human emo-tions by presenting studies based on extensive linguistic data from a wide range of languages of the world. Each language-specific study gives detailed semantic descriptions of the meanings of culturally salient emotion words and expressions, offering fascinating insights into people's emotional lives in diverse cultures including Amharic, Chinese, German, Japanese, Lao, Malay, Mbula, Polish and Russian. The book is unique in its emphasis on empirical language data, analyzed in a framework free of ethnocentrism and not dependent upon English emotion terms, but relying instead on independently established conceptual universals. Students of languages and cultures, psychology and cognition will find this volume a rich resource of description and analysis of emotional meanings in cultural context.
Author:
Publisher:
ISBN:
Category : Civilization, Modern
Languages : en
Pages : 984
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Book Description
