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ResearchFormerly WizWand

Named Entity Recognition on OntoNotes WB 5.0

68.58F1 ScoreSPANNER
48.123253.434158.74564.0559Jun 1, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SPANNERvariant=both (sp2)2021.0668.58
SPANNERvariant=generic (sp1)2021.0667.92
sq1Char/Sub.=Flair, Word=none, Sent.=LSTM2021.0667.78
sq0Char/Sub.=Flair, Word=GloVe, Sent.=LSTM2021.0667.19
sq3Char/Sub.=BERT, Word=none, Sent.=LSTM2021.0662.9
sq4Char/Sub.=ELMo, Word=rand, Sent.=LSTM2021.0662.62
sq6Char/Sub.=cnn, Word=glove, Sent.=LSTM2021.0662.61
sq2Char/Sub.=BERT, Word=GloVe, Sent.=LSTM2021.0662.14
sq5Char/Sub.=ELMo, Word=none, Sent.=LSTM2021.0661.69
sq8Char/Sub.=none, Word=glove, Sent.=LSTM2021.0651.35
sq7Char/Sub.=cnn, Word=none, Sent.=LSTM2021.0649.85
sq9Char/Sub.=none, Word=rand, Sent.=LSTM2021.0648.91