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ResearchFormerly WizWand

Named Entity Recognition on CoNLL03 Relabeled (test)

95.88F1 ScoreLUKE-CR
92.687293.516194.34595.1739Apr 17, 2021
Updated 8mo ago

Evaluation results

MethodLinks
LUKE-CRBackbone=LUKE, Noise handling=CR2021.0495.88
LUKE-CrossWeighBackbone=LUKE, Noise handling=CrossWeigh2021.0495.75
LUKEBackbone=LUKE, Noise handling=None2021.0495.6
BERTLARGE-CRBackbone=BERT-large, Noise handling=CR2021.0494.04
BERTLARGE-CrossWeighBackbone=BERT-large, Noise handling=CrossWeigh2021.0493.61
BERTBASE-CRBackbone=BERT-base, Noise handling=CR2021.0493.48
BERTLARGEBackbone=BERT-large, Noise handling=None2021.0493.22
BERTBASE-CrossWeighBackbone=BERT-base, Noise handling=CrossWeigh2021.0493.03
BERTBASEBackbone=BERT-base, Noise handling=None2021.0492.81