Abstract
Surface realisation - the task of producing word strings from non-linguistic input data - has been the focus of a great deal of research in the field of data-to-text Natural Language Generation (NLG). In this work we discuss an alternative approach to surface realisation, in which we borrow NLG techniques from the sister field of text-to-text generation to implement text generation based on examples in natural language. Our approach is suitable to simpler applications that are not linguistically-oriented by design, and which may be able to provide only minimal input knowledge to the NLG module.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Bangalore, S., Rambow, O.: Corpus-based lexical choice in natural language generation. In: 38th Meeting of the ACL, Hong Kong, pp. 464–471 (2000)
Gatt, A., Reiter, E.: SimpleNLG: A realization engine for practical applications. In: European Natural Language Generation Workshop, ENLG 2009 (2009)
Langkilde, I.: Forest-based statistical sentence generation. In: ANLP-NAACL 2000, pp. 170–177 (2000)
McRoy, S., Channarukul, S., Ali, S.S.: An augmented template-based approach to text realization. Natural Language Engineering 9(4), 381–420 (2003)
Oh, A., Rudnicky, A.: Stochastic language generation for spoken dialogue systems. In: ANLP-NAACL 2000 Workshop on Conversational Systems, pp. 27–32 (2000)
Pereira, D.B., Paraboni, I.: Statistical Surface Realisation of Portuguese Referring Expressions. In: Nordström, B., Ranta, A. (eds.) GoTAL 2008. LNCS (LNAI), vol. 5221, pp. 383–392. Springer, Heidelberg (2008)
Reiter, E.: An Architecture for Data-to-Text Systems. In: European Natural Language Generation Workshop (ENLG 2007), pp. 97–104 (2007)
van Deemter, K., Krahmer, E., Theune, M.: Real versus template-based NLG: a false opposition? Computational Linguistics 31(1) (2005)
Seno, E.R.M.: Um método para a fusão automática de sentencas similares em português. PhD Thesis, University of São Paulo (2010)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
de Novais, E.M., Dias Tadeu, T., Paraboni, I. (2010). Text-to-Text Surface Realisation Using Dependency-Tree Replacement. In: Kuri-Morales, A., Simari, G.R. (eds) Advances in Artificial Intelligence – IBERAMIA 2010. IBERAMIA 2010. Lecture Notes in Computer Science(), vol 6433. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16952-6_33
Download citation
DOI: https://doi.org/10.1007/978-3-642-16952-6_33
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-16951-9
Online ISBN: 978-3-642-16952-6
eBook Packages: Computer ScienceComputer Science (R0)