Confidence-Aware Embedding for Knowledge Graph Entity Typing

Table 2

Statistics of datasets.

Dataset	#Ent	#Rel	#Train	#Valid	#Test
FB15k	14,951	1,345	483,142	50,000	59,071
YAGO43k	42,975	37	331,687	30,000	30,000
Dataset	#Ent	#Type	#Train	#Valid	#Test
FB15kET	14,951	3,851	136,618	16,000	16,000
YAGO43kET	42,975	49,980	378,172	46,000	46,000
Dataset	FB15kET-N1 (10%)	FB15kET-N2 (20%)	FB15kET-N3 (40%)
	15200	34150	91000
Dataset	YAGO43kET-N1 (10%)	YAGO43kET-N2 (20%)	YAGO43kET-N3 (40%)
	37817	75634	197753