Applying UMLS for Distantly Supervised Relation Detection
Roland Roller, Mark Stevenson · 2014
This paper describes first results using the Unified Medical Language System (UMLS) for distantly supervised relation extraction.UMLS is a large knowledge base which contains information about millions of medical concepts and relations between them.Our approach is evaluated using existing relation extraction data sets that contain relations that are similar to some of those in UMLS.