From ontology to NL: generation of multilingual user-oriented environmental reports

Authors:
Nadjet Bouayad-Agha;Gerard Casamayor;Simon Mille;Marco Rospocher;Horacio Saggion;Luciano Serafini;Leo Wanner
Affiliations:
DTIC, Universitat Pompeu Fabra, Spain;DTIC, Universitat Pompeu Fabra, Spain;DTIC, Universitat Pompeu Fabra, Spain;Fondazione Bruno Kessler, Italy;DTIC, Universitat Pompeu Fabra, Spain;Fondazione Bruno Kessler, Italy;DTIC, Universitat Pompeu Fabra, Spain,Institució Catalana de Recerca i Estudis Avançats, Spain
Venue:
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Year:
2012

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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.