The manual construction of formal domain conceptualizations (ontologies) is labor-intensive. Ontology learning, by … contrast, provides (semi-)automatic ontology generation from input data such as domain text. This thesis proposes a novel … approach for learning labels of non-taxonomic ontology relations. It combines corpus-based techniques with reasoning on …