Attempts to address these limitations was tackled in our previous work (Goodwin and Harabagiu, 2013) where a qualified medical knowledge graph (QMKG) was presented.
h(•), uses the bag-of-words vector representations expressing the lexicalized relation to generate a vector representation of the relation.