Nested Named Entity Recognition on ACE 2005 8:1:1 split (test)
87.05F1 ScoreSequence-to-Set Network
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Sequence-to-Set Networkbackbone=BERT-Large2021.05 | 87.05 | 87.48 | 86.63 | |
| Yu et al.year=2020, backbone=BERT-Large2021.05 | 85.4 | 85.2 | 85.6 | |
| Jue et al.year=2020, backbone=BERT-Large2021.05 | 84.66 | 83.95 | 85.39 | |
| Straková et al.year=20192021.05 | 84.33 | — | — | |
| Shibuya and Hovyyear=20192021.05 | 82.7 | 82.98 | 82.42 | |
| Luo and Zhaoyear=20202021.05 | 75.1 | 75 | 75.2 | |
| Lin et al.year=20192021.05 | 74.9 | 76.2 | 73.6 | |
| Katiyar and Cardieyear=20182021.05 | 70.5 | 70.6 | 70.4 |