The Human Semantic Potential

The Human Semantic Potential
Author: Terry Regier
Publisher: MIT Press
Total Pages: 246
Release: 1996
Genre: Computers
ISBN: 9780262181730

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.

Language in Our Brain

Language in Our Brain
Author: Angela D. Friederici
Publisher: MIT Press
Total Pages: 300
Release: 2017-11-16
Genre: Language Arts & Disciplines
ISBN: 0262036924

A comprehensive account of the neurobiological basis of language, arguing that species-specific brain differences may be at the root of the human capacity for language. Language makes us human. It is an intrinsic part of us, although we seldom think about it. Language is also an extremely complex entity with subcomponents responsible for its phonological, syntactic, and semantic aspects. In this landmark work, Angela Friederici offers a comprehensive account of these subcomponents and how they are integrated. Tracing the neurobiological basis of language across brain regions in humans and other primate species, she argues that species-specific brain differences may be at the root of the human capacity for language. Friederici shows which brain regions support the different language processes and, more important, how these brain regions are connected structurally and functionally to make language processes that take place in milliseconds possible. She finds that one particular brain structure (a white matter dorsal tract), connecting syntax-relevant brain regions, is present only in the mature human brain and only weakly present in other primate brains. Is this the “missing link” that explains humans' capacity for language? Friederici describes the basic language functions and their brain basis; the language networks connecting different language-related brain regions; the brain basis of language acquisition during early childhood and when learning a second language, proposing a neurocognitive model of the ontogeny of language; and the evolution of language and underlying neural constraints. She finds that it is the information exchange between the relevant brain regions, supported by the white matter tract, that is the crucial factor in both language development and evolution.

Cognitive Grammar

Cognitive Grammar
Author: Ronald W. Langacker
Publisher: Oxford University Press
Total Pages: 573
Release: 2008-02-04
Genre: Language Arts & Disciplines
ISBN: 0199887209

This book fills a long standing need for a basic introduction to Cognitive Grammar that is current, authoritative, comprehensive, and approachable. It presents a synthesis that draws together and refines the descriptive and theoretical notions developed in this framework over the course of three decades. In a unified manner, it accommodates both the conceptual and the social-interactive basis of linguistic structure, as well as the need for both functional explanation and explicit structural description. Starting with the fundamentals, essential aspects of the theory are systematically laid out with concrete illustrations and careful discussion of their rationale. Among the topics surveyed are conceptual semantics, grammatical classes, grammatical constructions, the lexicon-grammar continuum characterized as assemblies of symbolic structures (form-meaning pairings), and the usage-based account of productivity, restrictions, and well-formedness. The theory's central claim - that grammar is inherently meaningful - is thereby shown to be viable. The framework is further elucidated through application to nominal structure, clause structure, and complex sentences. These are examined in broad perspective, with exemplification from English and numerous other languages. In line with the theory's general principles, they are discussed not only in terms of their structural characterization, but also their conceptual value and functional motivation. Other matters explored include discourse, the temporal dimension of language structure, and what grammar reveals about cognitive processes and the construction of our mental world.

Innovations in Applied Artificial Intelligence

Innovations in Applied Artificial Intelligence
Author: Floriana Esposito
Publisher: Springer
Total Pages: 878
Release: 2005-06-28
Genre: Computers
ISBN: 3540318933

“Intelligent systems are those which produce intelligent o?springs.” AI researchers have been focusing on developing and employing strong methods that are capable of solving complex real-life problems. The 18th International Conference on Industrial & Engineering Applications of Arti?cial Intelligence & Expert Systems (IEA/AIE 2005) held in Bari, Italy presented such work performed by many scientists worldwide. The Program Committee selected long papers from contributions presenting more complete work and posters from those reporting ongoing research. The Committee enforced the rule that only original and unpublished work could be considered for inclusion in these proceedings. The Program Committee selected 116 contributions from the 271 subm- ted papers which cover the following topics: arti?cial systems, search engines, intelligent interfaces, knowledge discovery, knowledge-based technologies, na- ral language processing, machine learning applications, reasoning technologies, uncertainty management, applied data mining, and technologies for knowledge management. The contributions oriented to the technological aspects of AI and the quality of the papers are witness to a research activity clearly aimed at consolidating the theoretical results that have already been achieved. The c- ference program also included two invited lectures, by Katharina Morik and Roberto Pieraccini. Manypeoplecontributedindi?erentwaystothesuccessoftheconferenceand to this volume. The authors who continue to show their enthusiastic interest in applied intelligence research are a very important part of our success. We highly appreciate the contribution of the members of the Program Committee, as well as others who reviewed all the submitted papers with e?ciency and dedication.

The Geometry of Meaning

The Geometry of Meaning
Author: Peter Gardenfors
Publisher: MIT Press
Total Pages: 357
Release: 2017-02-24
Genre: Language Arts & Disciplines
ISBN: 0262533758

A novel cognitive theory of semantics that proposes that the meanings of words can be described in terms of geometric structures. In The Geometry of Meaning, Peter Gärdenfors proposes a theory of semantics that bridges cognitive science and linguistics and shows how theories of cognitive processes, in particular concept formation, can be exploited in a general semantic model. He argues that our minds organize the information involved in communicative acts in a format that can be modeled in geometric or topological terms—in what he terms conceptual spaces, extending the theory he presented in an earlier book by that name. Many semantic theories consider the meanings of words as relatively stable and independent of the communicative context. Gärdenfors focuses instead on how various forms of communication establish a system of meanings that becomes shared between interlocutors. He argues that these “meetings of mind” depend on the underlying geometric structures, and that these structures facilitate language learning. Turning to lexical semantics, Gärdenfors argues that a unified theory of word meaning can be developed by using conceptual spaces. He shows that the meaning of different word classes can be given a cognitive grounding, and offers semantic analyses of nouns, adjectives, verbs, and prepositions. He also presents models of how the meanings of words are composed to form new meanings and of the basic semantic role of sentences. Finally, he considers the future implications of his theory for robot semantics and the Semantic Web.

Cognitive Linguistics

Cognitive Linguistics
Author: Mario Brdar
Publisher: John Benjamins Publishing
Total Pages: 371
Release: 2011
Genre: Language Arts & Disciplines
ISBN: 9027223866

Cognitive Linguistics is not a unified theory of language but rather a set of flexible and mutually compatible theoretical frameworks. This volume is of interest to scholars and students wishing to inform themselves about the state and possible future developments of Cognitive Linguistics

Language

Language
Author:
Publisher:
Total Pages: 1018
Release: 2008
Genre: Comparative linguistics
ISBN:

Cognitive Linguistics - Foundations of Language

Cognitive Linguistics - Foundations of Language
Author: Ewa Dąbrowska
Publisher: Walter de Gruyter GmbH & Co KG
Total Pages: 401
Release: 2019-07-08
Genre: Language Arts & Disciplines
ISBN: 3110623145

Cognitive foundations of language introduces the reader to the abilities and processes in which research in Cognitive Linguistics is grounded. The book looks at key concepts, such as embodiment, salience, entrenchment, construal, categorization, and collaborative communication, and discusses their genesis and implications for cognitive linguistic research.