Discontinuous Named Entity Recognition on ShARe 13 (test)
82.52F1-scoreW2NER
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| W2NERMethod Category=Others2021.12 | 82.52 | 85.57 | 79.68 | — | — | — | — | — | — | |
| Li et al. (2021a)Method Category=Span-based2021.12 | 82.5 | — | — | — | — | — | — | — | — | |
| MacBackbone=Clinical BERT2021.06 | 81.2 | 84.3 | 78.2 | — | — | — | — | — | — | |
| Wang et al. (2021)Method Category=Others2021.12 | 81.2 | 84.3 | 78.2 | — | — | — | — | — | — | |
| Fei et al. (2021)Method Category=Seq2Seq2021.12 | 80.3 | 87.9 | 77.2 | — | — | — | — | — | — | |
| BARTNEREntity Representation=Word, Backbone=BART-Large2021.06 | 79.69 | 82.09 | 77.42 | — | — | — | — | — | — | |
| Yan et al. (2021)Method Category=Seq2Seq2021.12 | 79.69 | 82.09 | 77.42 | — | — | — | — | — | — | |
| BARTNEREntity Representation=Span, Backbone=BART-Large2021.06 | 79.27 | 80.42 | 78.15 | — | — | — | — | — | — | |
| BARTNEREntity Representation=BPE, Backbone=BART-Large2021.06 | 79.16 | 82.07 | 76.45 | — | — | — | — | — | — | |
| Dai et al.Backbone=ELMo2021.06 | 77.7 | 80.5 | 75 | — | — | — | — | — | — | |
| TransEBackbone=ELMo2021.06 | 77.7 | 80.5 | 75 | — | — | — | — | — | — | |
| Dai et al. (2020)Method Category=Others2021.12 | 77.7 | 80.5 | 75 | — | — | — | — | — | — | |
| CombBBackbone=Clinical BERT2021.06 | 76.9 | 80.1 | 73.9 | — | — | — | — | — | — | |
| TransBBackbone=Clinical BERT2021.06 | 75 | 77.3 | 72.9 | — | — | — | — | — | — | |
| BIOE2021.06 | 74.9 | 77 | 72.9 | — | — | — | — | — | — | |
| Graph2021.06 | 70.3 | 83.9 | 60.4 | — | — | — | — | — | — | |
| Wang and Lu (2019)Method Category=Hypergraph-based2021.12 | 70.3 | 83.8 | 60.4 | — | — | — | — | — | — | |
| BIOE2021.06 | — | — | — | 51.8 | 39.7 | 39.5 | 12.3 | 44.8 | 18.8 | |
| CombB2021.06 | — | — | — | 59.7 | 65.5 | 49.8 | 29.6 | 54.3 | 40.8 | |
| Graph2021.06 | — | — | — | 82.3 | 78.4 | 47.4 | 36.6 | 60.2 | 50 | |
| Mac2021.06 | — | — | — | 77.9 | 66.1 | 60.5 | 48.4 | 68.1 | 55.9 | |
| TransB2021.06 | — | — | — | 68.2 | 65.9 | 55.4 | 39 | 61.1 | 49 | |
| TransE2021.06 | — | — | — | 70.5 | 78.5 | 56.8 | 39.4 | 62.9 | 52.5 |