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

Ruli Manurung, Graeme D Ritchie, Henry Thompson

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (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 languageEnglish
Title of host publicationProceedings of the 22nd Pacific Asia Conference on Language, Information, and Computation
Subtitle of host publication(PACLIC 2008)
Pages272-281
Number of pages10
Publication statusPublished - 2008
Event22nd Pacific Asia Conference on Language, Information, and Computation (PACLIC 2008) - Cebu, Philippines
Duration: 20 Nov 200822 Nov 2008

Conference

Conference22nd Pacific Asia Conference on Language, Information, and Computation (PACLIC 2008)
CountryPhilippines
CityCebu
Period20/11/0822/11/08

Keywords

  • natural language generation
  • genetic algorithms
  • creative language

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    Manurung, R., Ritchie, G. D., & 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) http://staf.cs.ui.ac.id/~maruli/pub/paclic_68.pdf