Lexical semantics and knowledge representation in multilingual text generation
- Title
- Lexical semantics and knowledge representation in multilingual text generation / by Manfred Stede.
- Published by
- Boston : Kluwer Academic Publishers, ©1999.
- Author
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Status | Format | Access | Call number | Item location |
---|---|---|---|---|
Status | FormatText | AccessUse in library | Call numberP98.5.S45 S74 1999 | Item locationOff-site |
Details
- Description
- xiii, 219 pages : illustrations; 24 cm.
- Summary
- In knowledge-based natural language generation, issues of formal knowledge representation meet with the linguistic problems of choosing the most appropriate verbalization in a particular situation of utterance. Lexical Semantics and Knowledge Representation in Multilingual Text Generation presents a new approach to systematically linking the realms of lexical semantics and knowledge represented in a description logic. For language generation from such abstract representations, lexicalization is taken as the central step: when choosing words that cover the various parts of the content representation, the principal decisions on conveying the intended meaning are made. A preference mechanism is used to construct the utterance that is best tailored to parameters representing the context.
- Readers with a background in artificial intelligence, cognitive science, knowledge representation, linguistics, or natural language processing will find a model of language production that can be adapted to a variety of purposes.
- Series statement
- The Kluwer international series in engineering and computer science ; SECS 492
- Uniform title
- Kluwer international series in engineering and computer science ; SECS 492.
- Subject
- Computational linguistics
- Semantics > Data processing
- Knowledge representation (Information theory)
- computational linguistics
- Computerlinguistik
- Natürliche Sprache
- Semantik
- Wissensrepräsentation
- Lexikalisierung
- Mehrsprachigkeit
- Semasiologie
- Sprachproduktion
- Kennisrepresentatie
- Natuurlijke taal
- Semantiek
- Tekstgrammatica
- Contents
- 1. Introduction -- 2. Lexicalization in NLG -- 3. Classifying Lexical Variation -- 4. Modelling the Domain -- 5. Levels of Representation: SitSpec and SemSpec -- 6. Representing the Meaning of Words -- 7. Verb Alternations and Extensions -- 8. A System Architecture for Multilingual Generation -- 9. Generating Paraphrases -- 10. From Sentences to Text -- 11. Summary and Conclusions.
- Owning institution
- Princeton University Library
- Bibliography (note)
- Includes bibliographical references (p. [209]-216) and index.