The model thus gives the following score for the plausibility of a relation: A ranking loss is also used for training S kb .
the ranking objective is designed to assign higher scores to existing relations versus any other possibility: for each known triple (h, r , t), if we replaced the (i) head, (ii) relation or (iii) tail with some other possibility, the modified triple should have a lower score (i.e.