Training and Prediction To optimize both entity and relation representations, following TransE (Bordes et al., 2013), we assume the relation between two entities can be interpreted as translations operated on the entity representations, namely h + r ≈ t if (h, r, t) holds.
for each tuple (e h i , r i , e t i ), we can compute their distance score: 2 .