Implementation of a Flexible Author-Reviewer Model of Generation using Genetic Algorithms

Ruli Manurung; Graeme D Ritchie; Henry Thompson

Implementation of a Flexible Author-Reviewer Model of Generation using Genetic Algorithms

Ruli Manurung, Graeme D Ritchie, Henry Thompson

Computing Science

Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

3 Citations (Scopus)

Abstract

This paper proposes performing natural language generation using genetic algorithms to address two issues: the difficulty in controlling global textual features which arise from a large number of interdependent local decisions, and the difficulty in applying conventional NLG wisdom in domains where the communicative goal lacks sufficient detail. It presents details of an implemented system that embodies the aforementioned proposal, and discusses the results of an empirical study conducted using the system.

Original language	English
Title of host publication	Proceedings of the 22nd Pacific Asia Conference on Language, Information, and Computation
Subtitle of host publication	(PACLIC 2008)
Pages	272-281
Number of pages	10
Publication status	Published - 2008
Event	22nd Pacific Asia Conference on Language, Information, and Computation (PACLIC 2008) - Cebu, Philippines Duration: 20 Nov 2008 → 22 Nov 2008

Conference

Conference	22nd Pacific Asia Conference on Language, Information, and Computation (PACLIC 2008)
Country/Territory	Philippines
City	Cebu
Period	20/11/08 → 22/11/08

Bibliographical note

22nd Pacific Asia Conference on Language, Information, and Computation (PACLIC 2008), Cebu, Philippines, 20-22 November 2008.

Keywords

natural language generation
genetic algorithms
creative language

Access to Document

http://staf.cs.ui.ac.id/~maruli/pub/paclic_68.pdf

Cite this

Manurung, R, Ritchie, GD & Thompson, H 2008, Implementation of a Flexible Author-Reviewer Model of Generation using Genetic Algorithms. in Proceedings of the 22nd Pacific Asia Conference on Language, Information, and Computation: (PACLIC 2008). pp. 272-281, 22nd Pacific Asia Conference on Language, Information, and Computation (PACLIC 2008) , Cebu, Philippines, 20/11/08. <http://staf.cs.ui.ac.id/~maruli/pub/paclic_68.pdf>

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title = "Implementation of a Flexible Author-Reviewer Model of Generation using Genetic Algorithms",

abstract = "This paper proposes performing natural language generation using genetic algorithms to address two issues: the difficulty in controlling global textual features which arise from a large number of interdependent local decisions, and the difficulty in applying conventional NLG wisdom in domains where the communicative goal lacks sufficient detail. It presents details of an implemented system that embodies the aforementioned proposal, and discusses the results of an empirical study conducted using the system.",

keywords = "natural language generation, genetic algorithms, creative language",

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AU - Thompson, Henry

N1 - 22nd Pacific Asia Conference on Language, Information, and Computation (PACLIC 2008), Cebu, Philippines, 20-22 November 2008.

PY - 2008

Y1 - 2008

N2 - This paper proposes performing natural language generation using genetic algorithms to address two issues: the difficulty in controlling global textual features which arise from a large number of interdependent local decisions, and the difficulty in applying conventional NLG wisdom in domains where the communicative goal lacks sufficient detail. It presents details of an implemented system that embodies the aforementioned proposal, and discusses the results of an empirical study conducted using the system.

AB - This paper proposes performing natural language generation using genetic algorithms to address two issues: the difficulty in controlling global textual features which arise from a large number of interdependent local decisions, and the difficulty in applying conventional NLG wisdom in domains where the communicative goal lacks sufficient detail. It presents details of an implemented system that embodies the aforementioned proposal, and discusses the results of an empirical study conducted using the system.

KW - natural language generation

KW - genetic algorithms

KW - creative language

M3 - Published conference contribution

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BT - Proceedings of the 22nd Pacific Asia Conference on Language, Information, and Computation

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Y2 - 20 November 2008 through 22 November 2008

ER -

Implementation of a Flexible Author-Reviewer Model of Generation using Genetic Algorithms

Abstract

Conference

Bibliographical note

Keywords

Access to Document

Fingerprint

Cite this