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Lexical Semantics and Knowledge Representation in Multilingual Text Generation

Lexical Semantics and Knowledge Representation in Multilingual Text Generation

Author: Manfred Stede

Publisher: Springer Science & Business Media

ISBN: 9781461551799

Category: Computers

Page: 219

View: 752

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. Lexical Semantics and Knowledge Representation in Multilingual Text Generation develops the means for systematically deriving a set of paraphrases from the same underlying representation with the emphasis on events and verb meaning. Furthermore, the same mapping mechanism is used to achieve multilingual generation: English and German output are produced in parallel, on the basis of an adequate division between language-neutral and language-specific (lexical and grammatical) knowledge. Lexical Semantics and Knowledge Representation in Multilingual Text Generation provides detailed insights into designing the representations and organizing the generation process. 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.
Lexical Semantics and Knowledge Representation in Multilingual Text Generation
Language: en
Pages: 219

Lexical Semantics and Knowledge Representation in Multilingual Text Generation

Authors: Manfred Stede
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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
Lexical Semantics and Knowledge Representation
Language: en
Pages: 381

Lexical Semantics and Knowledge Representation

Authors: James Pustejovsky, SIGLEX Workshop, Sabine Bergler
Categories: Language Arts & Disciplines
Type: BOOK - Published: 1992 - Publisher: Berlin : Springer-Verlag

"Recent work on formal methods in computational lexical semantics has had theeffect of bringing many linguistic formalisms much closer to the knowledge representation languages used in artificial intelligence. Formalisms are now emerging which may be more expressive and formally better understood than many knowledge representation languages. The interests of computational
Computational Lexical Semantics
Language: en
Pages: 447

Computational Lexical Semantics

Authors: Patrick Saint-Dizier, Evelyn Viegas
Categories: Computers
Type: BOOK - Published: 1995-02-24 - Publisher: Cambridge University Press

Lexical semantics has become a major research area within computational linguistics, drawing from psycholinguistics, knowledge representation, and computer algorithms and architecture. Research programs whose goal is the definition of large lexicons are asking what the appropriate representation structure is for different facets of lexical information. Among these facets, semantic information
Lexical Semantics and Knowledge Representation
Language: en
Pages: 381

Lexical Semantics and Knowledge Representation

Authors: James Pustejovsky, Sabine Bergler
Categories: Computers
Type: BOOK - Published: 1992-09-10 - Publisher: Berlin : Springer-Verlag

Recent work on formal methods in computational lexical semantics has had theeffect of bringing many linguistic formalisms much closer to the knowledge representation languages used in artificial intelligence. Formalisms are now emerging which may be more expressive and formally better understood than many knowledge representation languages. The interests of computational
Lexical Semantics and Knowledge Representation
Language: en
Pages: 400

Lexical Semantics and Knowledge Representation

Authors: James Pustejovsky, Sabine Bergler
Categories: Computers
Type: BOOK - Published: 2014-01-15 - Publisher:

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