Mapping Syntactic to Semantic Generalizations of Linguistic Parse Trees
Boris A. Galitsky, Josep Lluís de la Rosa, Gábor Dobrocsi · The Florida AI Research Society · 2011
We define sentence generalization and generalization diagrams as a special case of least general generalization (LGG) as applied to linguistic parse trees. Similarity measure between linguistic parse trees is developed as LGG operation on the lists of sub-trees of these trees. The diagrams introduced are representation of mapping between the syntactic generalization level and semantic generalization level. Generalization diagrams are intended as a framework to compute semantic similarity between texts relying on linguistic parse tree data. Such structured approach significantly improves text relevance assessment in a horizontal domain, where ontologies are not available