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ResearchFormerly WizWand

Named Entity Recognition on OntoNotes Onto-C 5.0

67.58Micro F1ProML
-0.051217.506935.06552.6231Nov 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ProMLShot=5-shot2022.1167.58
CONTAINERShot=5-shot, Evaluation Protocol=original paper2022.1161.5
DemonstrateNERShot=5-shot, Evaluation Protocol=reproduced2022.1161.07
CONTAINERShot=5-shot, Evaluation Protocol=reproduced2022.1159.84
StructShotShot=5-shot, Evaluation Protocol=original paper2022.1148.7
StructShotShot=5-shot, Evaluation Protocol=reproduced2022.1147.85
NNShotShot=5-shot, Evaluation Protocol=original paper2022.1147.6
ProMLShot=1-shot2022.1146.27
NNShotShot=5-shot, Evaluation Protocol=reproduced2022.1145.98
TransferBERTShot=5-shot, Evaluation Protocol=reproduced2022.1145.24
ProtoBERTShot=5-shot, Evaluation Protocol=original paper2022.1141.1
CONTAINERShot=1-shot, Evaluation Protocol=reproduced2022.1139.97
CONTAINERShot=1-shot, Evaluation Protocol=original paper2022.1132.9
ProtoBERTShot=5-shot, Evaluation Protocol=reproduced2022.1132.08
EntLMShot=5-shot, Evaluation Protocol=reproduced2022.1128.8
DualEncoderShot=5-shot, Evaluation Protocol=reproduced2022.1126.37
StructShotShot=1-shot, Evaluation Protocol=reproduced2022.1122.7
NNShotShot=1-shot, Evaluation Protocol=reproduced2022.1121.73
NNShotShot=1-shot, Evaluation Protocol=original paper2022.1121.4
StructShotShot=1-shot, Evaluation Protocol=original paper2022.1120.8
ProtoBERTShot=1-shot, Evaluation Protocol=original paper2022.1118.9
EntLMShot=1-shot, Evaluation Protocol=reproduced2022.118.49
ProtoBERTShot=1-shot, Evaluation Protocol=reproduced2022.118.4
TransferBERTShot=1-shot, Evaluation Protocol=reproduced2022.117.34
DemonstrateNERShot=1-shot, Evaluation Protocol=reproduced2022.114.02
DualEncoderShot=1-shot, Evaluation Protocol=reproduced2022.112.55