Representation Learning of Knowledge Graphs with Embedding Subspaces

Table 1

Statistical properties of the dataset.

Dataset	Relation	Entity	Training set	Validation set	Test set
FB15K	1345	13528	364424	37905	44565
FB15K-zero-shot	1345	10000 (train)/3528 (test)	201272	20968	3012
FB15K-237	237	13528	211380	21981	25666
FB15K-237-zero-shot	237	10000 (train)/3528 (test)	117785	12196	1762