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ResearchFormerly WizWand

Few-shot Named Entity Recognition on Few-NERD Inter

74.14F1 ScoreESD
37.68847.151556.61566.0785Apr 12, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ESDN-way=5 way, K-shot=5~10-shot2022.0474.14
Decomposed Meta-LearningN-way=5 way, K-shot=5~10-shot2022.0471.62
Decomposed Meta-LearningN-way=5 way, K-shot=1~2-shot2022.0468.77
Decomposed Meta-LearningN-way=10 way, K-shot=5~10-shot2022.0468.32
ESDN-way=10 way, K-shot=5~10-shot2022.0467.91
ESDN-way=5 way, K-shot=1~2-shot2022.0466.46
Decomposed Meta-LearningN-way=10 way, K-shot=1~2-shot2022.0463.26
CONTAINERN-way=5 way, K-shot=5~10-shot2022.0461.83
ESDN-way=10 way, K-shot=1~2-shot2022.0459.95
ProtoBERTN-way=5 way, K-shot=5~10-shot2022.0458.8
StructShotN-way=5 way, K-shot=1~2-shot2022.0457.33
StructShotN-way=5 way, K-shot=5~10-shot2022.0457.16
CONTAINERN-way=10 way, K-shot=5~10-shot2022.0457.12
CONTAINERN-way=5 way, K-shot=1~2-shot2022.0455.95
NNShotN-way=5 way, K-shot=1~2-shot2022.0454.29
ProtoBERTN-way=10 way, K-shot=5~10-shot2022.0453.97
NNShotN-way=5 way, K-shot=5~10-shot2022.0450.56
NNShotN-way=10 way, K-shot=5~10-shot2022.0450
StructShotN-way=10 way, K-shot=1~2-shot2022.0449.46
StructShotN-way=10 way, K-shot=5~10-shot2022.0449.39
CONTAINERN-way=10 way, K-shot=1~2-shot2022.0448.35
NNShotN-way=10 way, K-shot=1~2-shot2022.0446.98
ProtoBERTN-way=5 way, K-shot=1~2-shot2022.0444.44
ProtoBERTN-way=10 way, K-shot=1~2-shot2022.0439.09