Text Generation: Using Discourse Strategies and Focus Constraints to Generate Natural Language TextPaperback Snlp
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- Publisher: CAMBRIDGE UNIVERSITY PRESS
- Format: Paperback | 260 pages
- Dimensions: 152mm x 226mm x 14mm | 399g
- Publication date: 28 August 2004
- Publication City/Country: Cambridge
- ISBN 10: 0521438020
- ISBN 13: 9780521438025
- Edition statement: Reprint
- Illustrations note: 34 line diagrams
This book is concerned with the machine-based generation of natural language text and presents a formal analysis of problems, which in the main have previously only been approached descriptively. In the process of producing discourse, speakers and writers must decide what it is that they want to say and how to present it effectively. Kathleen McKeown's main concern is to identify and formalise principles of discourse so that they can be used in a computational process. The text generation theory she describes has been embodied in a computer program, TEXT, which, given a question, can produce a paragraph length response. An Appendix to the book provides examples of the TEXT system in operation.
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' important reading for anyone either working in or just trying to keep up with natural language processing.' Computational Linguistics
Back cover copy
'Text Generation' presents a formal analysis of problems which up till now have been approached descriptively. Kathleen McKeown's main concern is to identify and formalize principles of discourse so that they can be used in a computational process. This makes it a significant practical and theoretical advance in our understanding of how natural English text is produced. Its findings and conclusions will be of interest to a wide range of researchers in linguistics and artificial intelligence.
Table of contents
Preface; Introduction; 2. Discourse structure; 3. Focusing in discourse; 4. TEXT system implementation; 5. Discourse history; 6. Related generation research; 7. Summary and conclusions; Appendices; Bibliography; Index.