A Semieager Classifier for Open Relation Extraction

Table 3

Performance comparison on MIML-RE.

Model	Additional Information	Precision	Recall	F1	Epochs (Training)
BRNN	Word embeddings+PI^1	67.4	52.1	58.8	20
CNN	Word embeddings+PI	61.8	49.7	55.1	15
SemiE	+ vector_sum	63.5	53.0	57.8	1
	+ max_polling	62.1	55.4	58.6	1
	+ attention_mode	70.2	52.5	60.1	1

1: position feature.