Abstract
Natural Language Generation (NLG) from knowledge bases (KBs) has repeatedly been subject of research. However, most proposals tend to have in common that they start from KBs of limited size that either already contain linguistically-oriented knowledge structures or to whose structures different ways of realization are explicitly assigned. To avoid these limitations, we propose a three layer OWL-based ontology framework in which domain, domain communication and linguistic knowledge structures are clearly separated and show how a large scale instantiation of this framework in the environmental domain serves multilingual NLG.
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References
Bateman, J.: Enabling technology for multilingual natural language generation: the KPML development environment. Natural Language Engineering 3, 15–55 (1997)
Bontcheva, K., Wilks, Y.: Automatic Report Generation from Ontologies: The MIAKT Approach. In: Meziane, F., Métais, E. (eds.) NLDB 2004. LNCS, vol. 3136, pp. 324–335. Springer, Heidelberg (2004)
Hovy, E.: Generating Natural Language under Pragmatic Constraints. Lawrence Erlbaum, Hillsdale (1988)
Paris, C.: User Modelling in Text Generation. Frances Pinter Publishers, London (1993)
Mellish, C., Pan, J.: Natural language directed inference from ontologies. Artificial Intelligence 172, 1285–1315 (2010)
Bouttaz, T., Pignotti, E., Mellish, C., Edwards, P.: A policy-based approach to context dependent natural language generation. In: Proceedings of the 13th European Workshop on Natural Language Generation, Nancy, France, pp. 151–157 (2011)
Bouayad-Agha, N., Casamayor, G., Wanner, L., Díez, F., López Hernández, S.: FootbOWL: Using a Generic Ontology of Football Competition for Planning Match Summaries. In: Antoniou, G., Grobelnik, M., Simperl, E., Parsia, B., Plexousakis, D., De Leenheer, P., Pan, J. (eds.) ESWC 2011, Part I. LNCS, vol. 6643, pp. 230–244. Springer, Heidelberg (2011)
Kittredge, R., Korelsky, T., Rambow, O.: On the need for domain communication knowledge. Computational Intelligence 7, 305–314 (1991)
Tonelli, S., Rospocher, M., Pianta, E., Serafini, L.: Boosting collaborative ontology building with key-concept extraction. In: Proceedings of 5th IEEE International Conference on Semantic Computing, IEEE ICSC 2011 (2011)
Lareau, F., Wanner, L.: Towards a generic multilingual dependency grammar for text generation. In: King, T., Bender, E. (eds.) Proceedings of the GEAF 2007 Workshop, pp. 203–223. CSLI, Stanford (2007)
Sowa, J.: Knowledge Representation. Brooks Cole, Pacific Grove (2000)
Lester, J.C., Porter, B.: Developing and empirically evaluating robust explanation generators: The knight experiments. Computational Linguistics Journal 23, 65–101 (1997)
Wanner, L., Vrochidis, S., Tonelli, S., Moßgraber, J., Bosch, H., Karppinen, A., Myllynen, M., Rospocher, M., Bouayad-Agha, N., Bügel, U., Casamayor, G., Ertl, T., Kompatsiaris, I., Koskentalo, T., Mille, S., Moumtzidou, A., Pianta, E., Saggion, H., Serafini, L., Tarvainen, V.: Building an Environmental Information System for Personalized Content Delivery. In: Hřebíček, J., Schimak, G., Denzer, R. (eds.) ISESS 2011. IFIP AICT, vol. 359, pp. 169–176. Springer, Heidelberg (2011)
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Bouayad-Agha, N. et al. (2012). From Ontology to NL: Generation of Multilingual User-Oriented Environmental Reports. In: Bouma, G., Ittoo, A., Métais, E., Wortmann, H. (eds) Natural Language Processing and Information Systems. NLDB 2012. Lecture Notes in Computer Science, vol 7337. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31178-9_24
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DOI: https://doi.org/10.1007/978-3-642-31178-9_24
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