Connectionist Approaches to Natural Language Processing

Informationen zum Autor R G Reilly, Noel Sharkey Zusammenfassung 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. Inhaltsverzeichnis Preface 1. Connectionist Natural Language Processing Noel E. Sharkey and Ronan Reilly Part 1: Semantics 2. Distributed Symbol Discovery through Symbol Recirculation: Toward Natural Language Processing in Distributed Connectionist Networks Michael G. Dyer, Margot Flowers and Yih-Jih Alan Wang 3. Representing Meaning Using Microfeatures Richard F. E. Sutcliffe 4. Noun Phrase Analysis with Connectionist Networks Stefan Wermter and Wendy G. Lehnert 5. Parallel Constraint Satisfaction as a Comprehension Mechanism Mark F. St. John and James L. McClelland Part 2: Syntax 6. Self-correcting Connectionist Parsing John E. Rager 7. A Net-linguistic "Earley" Parser H. Schnelle and R. Doust Part 3: Representational Adequacy 8. The Demons and the Beast – Modular and Nodular Kinds of Knowledge Thomas G. Bever 9. Representational Adequacy and the Case for a Hybrid Connectionist/Marker-parsing Model George Berg 10. A Step Toward Sub-symbolic Language Models without Linguistic Representations George Dorffner Part 4: Computational Psycholinguistics 11. Connectionist Models of Speech Perception Dominic W. Massaro 12. Connectionism: A New Breed of Bottom-up Model? Dennis Norris 13. Models of Form-related Priming in Comprehension and Production Padraig G. O’Seaghdha, Gary S. Dell, Robert R. Peterson and Cornell Juliano 14. Reading with Attentional Impairments: A Brain-damaged Model of Neglect and Attentional Dyslexias Michael C. Mozer and Marlene Behrmann . Author Index. Subject Index.

Product details

• Authors: R G Sharkey Reilly, R. G. Sharkey Reilly
• Assisted by: R G Reilly (Editor), R. G. Reilly (Editor), Noel Sharkey (Editor), Sharkey Noel (Editor)
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 27.06.2016
• EAN: 9781138640061
• ISBN: 978-1-138-64006-1
• No. of pages: 472
• Series: Psychology Library Editions: Cognitive Science; Psychology Library Editions: Cognitive Science
• Subjects: Humanities, art, music > Linguistics and literary studies > General and comparative linguistics; PSYCHOLOGY / Cognitive Psychology & Cognition, Cognition & cognitive psychology, Psycholinguistics, Cognition and cognitive psychology, Natural language & machine translation, Psycholinguistics and cognitive linguistics, Natural language and machine translation