Paiva, Daniel and Evans, Roger (2005) Empirically-based control of natural language generation In: Proceedings of the 43rd Annual Meeting of the ACL, June 2005, Ann Arbor, USA.
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In this paper we present a new approach to controlling the behaviour of a natural language generation system by correlating internal decisions taken during free generation of a wide range of texts with the surface stylistic characteristics of the resulting outputs, and using the correlation to control the generator. This contrasts with the generate-and-test architecture adopted by most previous empirically-based generation approaches, offering a more efficient, generic and holistic method of generator control. We illustrate the approach by describing a system in which stylistic variation (in the sense of Biber (1988)) can be effectively controlled during the generation of short medical information texts.
|Item Type:||Contribution to conference proceedings in the public domain ( Full Paper)|
|Additional Information:||Creative Commons Attribution-ShareAlike License|
|Uncontrolled Keywords:||Natural language generation|
|Subjects:||G000 Computing and Mathematical Sciences|
|Faculties:||Faculty of Science and Engineering > School of Computing, Engineering and Mathematics > Natural Language Technology|
|Depositing User:||Helen Webb|
|Date Deposited:||13 Nov 2007|
|Last Modified:||23 Jul 2015 13:52|
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