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ResearchFormerly WizWand

Named Entity Recognition on CoNLL de 2003 (test)

74.82F1 ScoreUniTrans
39.023248.316657.6166.9034Jul 15, 2020
Updated 8mo ago

Evaluation results

MethodLinks
UniTransMode=Zero-resource cross-lingual, Source language=English, BERT layers freezing=bottom 3 layers2020.0774.82
Data TransferMode=Zero-resource cross-lingual, Source language=English, BERT layers freezing=bottom 3 layers, Status=reimplemented2020.0773.65
Wu et al.Mode=Zero-resource cross-lingual, Source language=English2020.0773.16
Model TransferMode=Zero-resource cross-lingual, Source language=English, BERT layers freezing=bottom 3 layers, Status=reimplemented2020.0772.39
Wu and DredzeMode=Zero-resource cross-lingual, Source language=English, BERT layers freezing=bottom 3 layers2020.0771.1
Bari et al.Mode=Zero-resource cross-lingual, Source language=English2020.0765.24
Jain et al.Mode=Zero-resource cross-lingual, Source language=English2020.0761.5
Ni et al.Mode=Zero-resource cross-lingual, Source language=English2020.0758.5
Xie et al.Mode=Zero-resource cross-lingual, Source language=English2020.0757.76
Mayhew et al.Mode=Zero-resource cross-lingual, Source language=English2020.0757.23
Tsai et al.Mode=Zero-resource cross-lingual, Source language=English2020.0748.12
Täckström et al.Mode=Zero-resource cross-lingual, Source language=English2020.0740.4