Connectionist natural language processing : readings from Connection science
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Bibliographic Information
Connectionist natural language processing : readings from Connection science
Kluwer Academic Publishers, 1992
- : hbk
- [: pbk]
- Uniform Title
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Connection science
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Note
Includes bibliographical references and index
Description and Table of Contents
- Volume
-
: hbk ISBN 9780792315421
Description
Connection science in a new information-processing paradigm which attempts to imitate the architecture and process of the brain, and brings together researchers from disciplines as diverse as computer science, physics, psychology, philosophy, linguistics, biology, engineering, neuroscience and AI. Work in Connectionist natural language processing (CNLP) is now expanding rapidly, yet much of the work is still only available in journals. To make this research more accessible, this work brings together an important and comprehensive set of articles from the journal "Connection Science", which represent the state of the art in Connectionist natural language processing, from speech recognition to discourse comprehension. While it is quintessentially Connectionist, it also deals with hybrid systems, and should be of interest to both theoreticians as well as computer modellers.
Table of Contents
- Connectionism and congitive linguistics, C.L. Harris
- a Connectionist model of motion and government on Chomsky's government-binding theory, J. Rager and G. Berg
- syntactic transformations on distributed representations, D.J. Chalmers
- syntactic neural networks, S.M. Lucas and R.I. Damper
- incremental syntactic tree formation in human sentence processing - a cognitive architecture based on activation decay and simulated annealing, G. Kempen and T. Vosse
- a hybrid symbolic/Connectionist model for noun phrase understanding, S. Wermter and W.G. Lehnert
- Connectionism & determinism in a syntactic parser, S.C. Kwasny and K.A. Faisal
- a single layer higher order neural net and its application to context free grammar recognition, P.J. Wyard and C. Nightingale
- Connectionist language users, R.B. Allen
- script recognition with hierarchical feature maps, R. Mikkulainen
- learning distributed representations of conceptual knowledge and their application to script-based story processing, G. Lee et al
- a hybrid model of script generation or getting the best from both worlds, S.M. Mannes and S.M. Doane
- identification of topical entities in discourse - a Connectionist approach to attentional mechanisms in language, L.F.R. Karen
- the role of similarity in Hungarian vowel harmony - a Connectionist account, M. Hare
- representation and recognition of temporal patterns, R.F. Port
- networks that learn about phonological feature persistence, M. Gasser and Chan-Do Lee
- pronunciation of digit sequences in text-to-speech systems, W.A. Ainsworth and W.P. Arren.
- Volume
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[: pbk] ISBN 9781871516197
Description
CNLP is an approach to natural language. This book brings together a comprehensive set of articles.
Table of Contents
Preface V
Dedication V
Introduction vi
1 Connectionism and Cognitive Linguistics 1
Catherine L Harris
2 A Connectionist Model of Motion and Government on Chomsky's Government-binding Theory 28
John Rager & George Berg
3 Syntactic Transformations on Distributed Representations 46
David J Chalmers
4 Syntactic Neural Networks 56
S M Lucas & R I Damper
5 Incremental Syntactic Tree Formation in Human Sentence Processing: a Cognitive Architecture Based
on Activation Decay and Simulated Annealing 83
Gerard Kempen & Theo Vosse
6 A Hybrid Symbolic/Connectionist Model for Noun Phrase Understanding 101
Stefan Wermter & Wendy G Lehnert
7 Connectionism and Determinism in a Syntactic Parser 119
Stan C Kwasny & Kanaan A Faisal
8 A Single Layer Higher Order Neural Net and its Application to Context Free Grammar Recognition 139
Peter J Wyard & Charles Nightingale
9 Connectionist Language Users 163
Robert B Allen
10 Script Recognition with Hierarchical Feature Maps 196
Risto Miikkulainen
11 Learning Distributed Representations of Conceptual Knowledge and their Application to Script-based Story Processing 215
Guenbee Lee, Margot Flowers & Michael Dyer
12 A Hybrid Model of Script Generation: or Getting the Best from Both Worlds 248
Suzanne M Mannes & Stephanie M Doane
13 Identification of Topical Entities in Discourse: a Connectionist Approach to Attentional Mechanisms in Language 275
Lorraine F R Karen
14 The Role of Similarity in Hungarian Vowel Harmony: a Connectionist Account 295
Mary Hare
15 Representation and Recognition of Temporal Patterns 323
Robert F Port
16 Networks that Learn about Phonological Feature Persistence 349
Michael Gasser & Chan-Do Lee
17 Pronunciation of Digit Sequences in Text-to-Speech Systems 363
WA Ainsworth & NP Warren
Index 372
by "Nielsen BookData"