Abstract
We define sentence generalization and generalization diagrams as a special sort of conceptual graphs which can be constructed automatically from syntactic parse trees and support semantic classification task. Similarity measure between syntactic parse trees is developed as a generalization operation on the lists of sub-trees of these trees. The diagrams are representation of mapping between the syntactic generalization level and semantic generalization level (anti-unification of logic forms). Generalization diagrams are intended to be more accurate semantic representation than conventional conceptual graphs for individual sentences because only syntactic commonalities are represented at semantic level.
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Galitsky, B.A., Dobrocsi, G., de la Rosa, J.L., Kuznetsov, S.O. (2010). From Generalization of Syntactic Parse Trees to Conceptual Graphs. In: Croitoru, M., Ferré, S., Lukose, D. (eds) Conceptual Structures: From Information to Intelligence. ICCS 2010. Lecture Notes in Computer Science(), vol 6208. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14197-3_19
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DOI: https://doi.org/10.1007/978-3-642-14197-3_19
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-14196-6
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