Few-Shot Relation Extraction via the Entity Feature Enhancement and Attention-Based Prototypical Network

Table 5

Experimental results on the Bridge-FewRel dataset.

Models	5-way-1-shot	5-way-5-shot
BERT-PAIR	42.19	44.70
SNAIL	61.20	63.35
BERT-ProtoNet	69.45	80.74
HCPR	71.64	84.53
BERTEM-ProtoNet	77.42	85.08
MTB	80.75	90.93
Ours	84.11	92.12

Acc. %.