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Title: Robust ontology acquisition from machine-readable dictionaries
Authors: Flickinger, Dan.
Nichols, Eric.
Bond, Francis.
Keywords: DRNTU::Humanities::Linguistics::Sociolinguistics::Computational linguistics
Issue Date: 2005
Source: Nichols, E., Bond, F., & Flickinger, D. (2005). Robust ontology acquisition from machine-readable dictionaries. Proceedings of the International Joint Conference on Artificial Intelligence, IJCAI-2005.
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), a semantic formalism that permits underspecification. We show that by combining deep and shallow parsing resources through the common formalism of RMRS, we can extract ontological relations in greater quality and quantity. Our approach also has the advantages of requiring a very small amount of rules and being easily adaptable to any language with RMRS resources.
Rights: © 2005 Proceedings of the International Joint Conference on Artificial Intelligence.
Fulltext Permission: none
Fulltext Availability: No Fulltext
Appears in Collections:HSS Conference Papers

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