To model triples we follow TransE , as it is simple and efficient while achieving state-of-the-art predictive performance.
given a triple (e i , r k , e j ), we model the relation embedding r k as a translation between the entity embeddings e i and e j , i.e., we want e i + r k ≈ e j when the triple holds.