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ResearchFormerly WizWand

Named Entity Recognition on OntoNotes Onto-B 5.0

69.69Micro-F1ProML
-0.686817.584135.85554.1259Nov 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ProMLShot=5-shot2022.1169.69
CONTAINERShot=5-shot, Evaluation Protocol=reproduced2022.1167.7
DemonstrateNERShot=5-shot, Evaluation Protocol=reproduced2022.1163.02
CONTAINERShot=5-shot, Evaluation Protocol=original paper2022.1155.9
ProMLShot=1-shot2022.1153.74
StructShotShot=5-shot, Evaluation Protocol=original paper2022.1153
NNShotShot=5-shot, Evaluation Protocol=original paper2022.1151.6
CONTAINERShot=1-shot, Evaluation Protocol=reproduced2022.1151.33
StructShotShot=5-shot, Evaluation Protocol=reproduced2022.1151.3
NNShotShot=5-shot, Evaluation Protocol=reproduced2022.1150.18
TransferBERTShot=5-shot, Evaluation Protocol=reproduced2022.1141.97
ProtoBERTShot=5-shot, Evaluation Protocol=original paper2022.1138.7
StructShotShot=1-shot, Evaluation Protocol=reproduced2022.1136.42
EntLMShot=5-shot, Evaluation Protocol=reproduced2022.1135.7
NNShotShot=1-shot, Evaluation Protocol=reproduced2022.1133.89
ProtoBERTShot=5-shot, Evaluation Protocol=reproduced2022.1131.49
CONTAINERShot=1-shot, Evaluation Protocol=original paper2022.1130.9
StructShotShot=1-shot, Evaluation Protocol=original paper2022.1128.8
NNShotShot=1-shot, Evaluation Protocol=original paper2022.1127.3
ProtoBERTShot=1-shot, Evaluation Protocol=original paper2022.1122.7
ProtoBERTShot=1-shot, Evaluation Protocol=reproduced2022.1117.12
DualEncoderShot=5-shot, Evaluation Protocol=reproduced2022.1116.41
EntLMShot=1-shot, Evaluation Protocol=reproduced2022.1110.11
TransferBERTShot=1-shot, Evaluation Protocol=reproduced2022.118.97
DualEncoderShot=1-shot, Evaluation Protocol=reproduced2022.112.86
DemonstrateNERShot=1-shot, Evaluation Protocol=reproduced2022.112.02