Named Entity Recognition on OntoNotes WB 5.0
68.58F1 ScoreSPANNER
Evaluation Results
| Method | Links | |
|---|---|---|
| SPANNERvariant=both (sp2)2021.06 | 68.58 | |
| SPANNERvariant=generic (sp1)2021.06 | 67.92 | |
| sq1Char/Sub.=Flair, Word=none, Sent.=LSTM2021.06 | 67.78 | |
| sq0Char/Sub.=Flair, Word=GloVe, Sent.=LSTM2021.06 | 67.19 | |
| sq3Char/Sub.=BERT, Word=none, Sent.=LSTM2021.06 | 62.9 | |
| sq4Char/Sub.=ELMo, Word=rand, Sent.=LSTM2021.06 | 62.62 | |
| sq6Char/Sub.=cnn, Word=glove, Sent.=LSTM2021.06 | 62.61 | |
| sq2Char/Sub.=BERT, Word=GloVe, Sent.=LSTM2021.06 | 62.14 | |
| sq5Char/Sub.=ELMo, Word=none, Sent.=LSTM2021.06 | 61.69 | |
| sq8Char/Sub.=none, Word=glove, Sent.=LSTM2021.06 | 51.35 | |
| sq7Char/Sub.=cnn, Word=none, Sent.=LSTM2021.06 | 49.85 | |
| sq9Char/Sub.=none, Word=rand, Sent.=LSTM2021.06 | 48.91 |