Connectionist Approaches to Natural Language Processing

R G Reilly, Noel Sharkey

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English

Routledge
27 June 2016

Psycholinguistics; Cognition & cognitive psychology; Natural language & machine translation

Series: Psychology Library Editions: Cognitive Science

Originally published in 1992, when connectionist natural language processing (CNLP) was a new and burgeoning research area, this book represented a timely assessment of the state of the art in the field. It includes contributions from some of the best known researchers in CNLP and covers a wide range of topics.

The book comprises four main sections dealing with connectionist approaches to semantics, syntax, the debate on representational adequacy, and connectionist models of psycholinguistic processes. The semantics and syntax sections deal with a variety of approaches to issues in these traditional linguistic domains, covering the spectrum from pure connectionist approaches to hybrid models employing a mixture of connectionist and classical AI techniques.

The debate on the fundamental suitability of connectionist architectures for dealing with natural language processing is the focus of the section on representational adequacy. The chapters in this section represent a range of positions on the issue, from the view that connectionist models are intrinsically unsuitable for all but the associationistic aspects of natural language, to the other extreme which holds that the classical conception of representation can be dispensed with altogether.

The final section of the book focuses on the application of connectionist models to the study of psycholinguistic processes. This section is perhaps the most varied, covering topics from speech perception and speech production, to attentional deficits in reading. An introduction is provided at the beginning of each section which highlights the main issues relating to the section topic and puts the constituent chapters into a wider context.

Edited by: R G Reilly, Noel Sharkey
Imprint: Routledge
Country of Publication: United Kingdom
Volume: 22
Dimensions: Height: 234mm, Width: 156mm,
Weight: 1.060kg
ISBN: 9781138640061
ISBN 10: 1138640069
Series: Psychology Library Editions: Cognitive Science
Pages: 472
Publication Date: 27 June 2016
Audience: College/higher education , Further / Higher Education , A / AS level
Format: Hardback
Publisher's Status: Active

R G Reilly, Noel Sharkey