Lexical Meaning Formal Representations Enhancing Lexicons and Associated Ontologies
The paper represents an outline of a new technique aimed at improvement of lexicon-to-ontology mapping technology. The technique is integrated within the Ontolex-Lemon lexicon model by supplying a lexical concept of an ontology class with a description logic based formal definition. A natural language definition used to describe the lexical concept is transformed into a DL-definition; the resulting DL-definition is associated with a graph-like join of domain ontology properties. As a result, a related lexical unit is mapped to several bound ontology units rather than to a single ontology class. DL-based and graph-based lexical meaning formal representations are applied for lexical sense disambiguation within a lexicon and for extension of class and property taxonomies of an associated ontology.
Gritz M. (2018). Lexical Meaning Formal Representations Enhancing Lexicons and Associated Ontologies. In: Proceedings of the 2nd Workshop on Natural Language for Artificial Intelligence (NL4AI 2018) co-located with 17th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2018), ISSN 1613-0073, Basile P., Basile V., Croce D., Dell’Orletta F., Guerini M. (eds.), Trento, Italy, November 22 – 23, 2018, CEUR Workshop Proceedings, vol. 2244, pp. 102 – 115.