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ResearchFormerly WizWand

Named Entity Recognition on OntoNotes Onto-A 5.0

52.46Micro F1ProML
-1.235212.704926.64540.5851Nov 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ProMLShot=5-shot2022.1152.46
CONTAINERShot=5-shot, Evaluation Protocol=original paper2022.1151.2
DemonstrateNERShot=5-shot, Evaluation Protocol=reproduced2022.1149.25
StructShotShot=5-shot, Evaluation Protocol=original paper2022.1147.5
CONTAINERShot=5-shot, Evaluation Protocol=reproduced2022.1145.62
NNShotShot=5-shot, Evaluation Protocol=original paper2022.1144
NNShotShot=5-shot, Evaluation Protocol=reproduced2022.1139.49
ProMLShot=1-shot2022.1137.94
StructShotShot=5-shot, Evaluation Protocol=reproduced2022.1135.68
CONTAINERShot=1-shot, Evaluation Protocol=original paper2022.1132.2
CONTAINERShot=1-shot, Evaluation Protocol=reproduced2022.1131.63
StructShotShot=1-shot, Evaluation Protocol=original paper2022.1130.5
ProtoBERTShot=5-shot, Evaluation Protocol=original paper2022.1130.5
NNShotShot=1-shot, Evaluation Protocol=original paper2022.1128.5
ProtoBERTShot=5-shot, Evaluation Protocol=reproduced2022.1125.81
StructShotShot=1-shot, Evaluation Protocol=reproduced2022.1124.02
NNShotShot=1-shot, Evaluation Protocol=reproduced2022.1121.97
TransferBERTShot=5-shot, Evaluation Protocol=reproduced2022.1121.48
EntLMShot=5-shot, Evaluation Protocol=reproduced2022.1121.29
ProtoBERTShot=1-shot, Evaluation Protocol=original paper2022.1119.3
ProtoBERTShot=1-shot, Evaluation Protocol=reproduced2022.118.39
DualEncoderShot=5-shot, Evaluation Protocol=reproduced2022.117.61
TransferBERTShot=1-shot, Evaluation Protocol=reproduced2022.117.44
EntLMShot=1-shot, Evaluation Protocol=reproduced2022.115.79
DemonstrateNERShot=1-shot, Evaluation Protocol=reproduced2022.110.98
DualEncoderShot=1-shot, Evaluation Protocol=reproduced2022.110.83