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Few-shot Relation Extraction on FewRel Domain Adaptation 2.0

73.98Acc (5-way 1-shot)

HyperProto BERT+Pretrain

Updated 4d ago

Evaluation Results

Method	Links
HyperProto BERT+Pretrain 2022.11		73.98	90.06	61.42	81.39	76.71
HyperProto BERT 2022.11		59.03	74.85	45.88	61.61	60.34
BERT-pair 2022.11		56.25	67.44	43.64	53.17	55.13
Proto-ADV CNN 2022.11		42.21	58.71	28.91	44.35	43.55
Proto-ADV BERT 2022.11		41.9	54.74	27.36	37.4	40.35
ProtoBERT 2022.11		40.12	51.5	26.45	36.93	38.75
HyperProto CNN 2022.11		36.41	55.5	22.11	40.82	38.71
ProtoCNN 2022.11		35.09	49.37	22.98	35.22	35.67