Knowledge Graph Representation via Similarity-Based Embedding

Table 1

Complexities of representation models.

Model	Relation Parameters	Memory-Space Complexity	Time Complexity
NTN
RESCAL
SE
SLM
LFM
TransR
DistMult
ComplEx
TransE
SimE-E
SimE-ER