Multilingual ontology acquisition from multiple MRDs

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Multilingual ontology acquisition from multiple MRDs

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dc.contributor.author Nichols, Eric
dc.contributor.author Bond, Francis
dc.contributor.author Tanaka, Takaaki
dc.contributor.author Fujita, Sanae
dc.contributor.author Flickinger, Dan
dc.date.accessioned 2011-10-12T07:18:03Z
dc.date.available 2011-10-12T07:18:03Z
dc.date.copyright 2006
dc.date.issued 2011-10-12
dc.identifier.citation Nichols, E., Bond, F., Tanaka, T., Fujita, S. & Flickinger, D. (2006). Multilingual Ontology Acquisition from Multiple MRDs. Proceedings of the 2nd Workshop on Ontology Learning and Population, Sydney, pp.10-17.
dc.identifier.uri http://hdl.handle.net/10220/7248
dc.description.abstract In this paper, we outline the development of a system that automatically constructs ontologies by extracting knowledge from dictionary definition sentences using Robust Minimal Recursion Semantics (RMRS). Combining deep and shallow parsing resource through the common formalism of RMRS allows us to extract ontological relations in greater quantity and quality than possible with any of the methods independently. Using this method, we construct ontologies from two different Japanese lexicons and one English lexicon. We then link them to existing, handcrafted ontologies, aligning them at the word-sense level. This alignment provides a representative evaluation of the quality of the relations being extracted. We present the results of this ontology construction and discuss how our system was designed to handle multiple lexicons and languages.
dc.format.extent 8 p.
dc.language.iso en
dc.rights © 2006 Association for Computational Linguistics. This paper was published in Proceedings of the 2nd Workshop on Ontology Learning and Population and is made available as an electronic reprint (preprint) with permission of Association for Computational Linguistics. The paper can be found at the following official URL: http://www.aclweb.org/anthology/W/W06/W06-0502.pdf.  One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law.
dc.subject DRNTU::Humanities::Linguistics::Sociolinguistics::Computational linguistics
dc.title Multilingual ontology acquisition from multiple MRDs
dc.type Conference Paper
dc.contributor.conference Workshop on Ontology Learning and Population (2nd : 2006 : Sydney)
dc.contributor.school College of Humanities, Arts, and Social Sciences
dc.identifier.openurl http://www.aclweb.org/anthology/W/W06/W06-0502.pdf
dc.description.version Published version
dc.identifier.rims 155520

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