We evaluated the quality of the common-sense knowledge obtained by the framework presented in this paper through manual review of randomly sampled relations encoded in the knowledge graph, as well as implicit relations inferred in the embedding space.
perhaps the most popular of them is the Unified Medical Language System (UMLS) (Bodenreider, 2004) which designed by the National Library of Medicine in order to provide a standard set of concepts allowing for commonalities amongst various medical terminologies to be interlinked, for example, by mapping ICD-9 diagnostic codes (Cimino et al., 1993) to Medical Subject Headings (MeSH) (Lowe and Barnett, 1994).