Instead of modeling the common relation paths or logic rules, which is computationally infeasible, we compare them in the latent embedding space.
we model the KB using the TransE (Bordes et al., 2013) model, where a relation is interpreted as a translation from the head entity to the tail entity, with a score function, e 1 + r = e 2 for each gold triplet (e 1 , r, e 2 ) in the KB.