Building natural language generation systems [E-Book] / Ehud Reiter, Robert Dale.
Reiter, Ehud, (author)
Dale, Robert, (author)
Cambridge : Cambridge University Press, 2000
1 online resource (xxi, 248 pages)
englisch
9780521024518
9780521620369
9780511519857
Studies in natural language processing
Full Text
This book explains how to build Natural Language Generation (NLG) systems - computer software systems which use techniques from artificial intelligence and computational linguistics to automatically generate understandable texts in English or other human languages, either in isolation or as part of multimedia documents, Web pages, and speech output systems. Typically starting from some non-linguistic representation of information as input, NLG systems use knowledge about language and the application domain to automatically produce documents, reports, explanations, help messages, and other kinds of texts. The book covers the algorithms and representations needed to perform the core tasks of document planning, microplanning, and surface realization, using a case study to show how these components fit together. It also discusses engineering issues such as system architecture, requirements analysis, and the integration of text generation into multimedia and speech output systems.