Connectionist natural language processing : readings from Connection science

著者

書誌事項

Connectionist natural language processing : readings from Connection science

edited by Noel Sharkey

Kluwer Academic Publishers, 1992

  • : hbk
  • [: pbk]

統一タイトル

Connection science

大学図書館所蔵 件 / 全15件

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注記

Includes bibliographical references and index

内容説明・目次

巻冊次

: hbk ISBN 9780792315421

内容説明

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.

目次

  • 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.
巻冊次

[: pbk] ISBN 9781871516197

内容説明

CNLP is an approach to natural language. This book brings together a comprehensive set of articles.

目次

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  

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