Alike FP, our model also attains better results in LP, and the SOTA results on FB15K-237 dataset 2 .
we also notice that AttnPath doesn't attain the best result under a small part of query relations, even lower than TransE / R. By analyzing triples related to these relations, we found that: 1) they have more outgoing edges of the other relations pointing to the entities which are not the Figure 2: Total SR and SR-10 for two relations of NELL-995.