Discontinuous Named Entity Recognition on ShARe14 (test)
79.88PrecisionW2NER
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| W2NERMethod Category=Others2021.12 | 79.88 | 83.71 | 81.75 | — | — | — | — | — | — | |
| Graph2021.06 | 79.1 | 70.7 | 74.7 | — | — | — | — | — | — | |
| Wang and Lu (2019)Method Category=Hypergraph-based2021.12 | 79.1 | 70.7 | 74.7 | — | — | — | — | — | — | |
| MacBackbone=Clinical BERT2021.06 | 78.2 | 84.7 | 81.3 | — | — | — | — | — | — | |
| Wang et al. (2021)Method Category=Others2021.12 | 78.2 | 84.7 | 81.3 | — | — | — | — | — | — | |
| Dai et al.Backbone=ELMo2021.06 | 78.1 | 81.2 | 79.6 | — | — | — | — | — | — | |
| TransEBackbone=ELMo2021.06 | 78.1 | 81.2 | 79.6 | — | — | — | — | — | — | |
| Dai et al. (2020)Method Category=Others2021.12 | 78.1 | 81.2 | 79.6 | — | — | — | — | — | — | |
| BARTNEREntity Representation=Word, Backbone=BART-Large2021.06 | 77.2 | 83.75 | 80.34 | — | — | — | — | — | — | |
| Yan et al. (2021)Method Category=Seq2Seq2021.12 | 77.2 | 83.75 | 80.34 | — | — | — | — | — | — | |
| BARTNEREntity Representation=Span, Backbone=BART-Large2021.06 | 76.85 | 83.59 | 80.08 | — | — | — | — | — | — | |
| CombBBackbone=Clinical BERT2021.06 | 76.5 | 82.3 | 79.3 | — | — | — | — | — | — | |
| TransBBackbone=Clinical BERT2021.06 | 76 | 78.6 | 77.3 | — | — | — | — | — | — | |
| BARTNEREntity Representation=BPE, Backbone=BART-Large2021.06 | 75.88 | 84.37 | 79.9 | — | — | — | — | — | — | |
| BIOE2021.06 | 74.9 | 78.5 | 76.6 | — | — | — | — | — | — | |
| BIOE2021.06 | — | — | — | 37.5 | 8.8 | 38.4 | 4.5 | 37.9 | 6 | |
| CombB2021.06 | — | — | — | 52.9 | 51.2 | 52.8 | 35 | 52.9 | 41.6 | |
| Graph2021.06 | — | — | — | 60 | 42.7 | 52.8 | 39.5 | 56.2 | 41.1 | |
| Mac2021.06 | — | — | — | 69.3 | 51 | 70.2 | 57.6 | 69.7 | 54.1 | |
| TransB2021.06 | — | — | — | 55.5 | 52 | 55.6 | 37.8 | 55.6 | 43.8 | |
| TransE2021.06 | — | — | — | 61.9 | 56.1 | 64.5 | 43.8 | 63.1 | 49.2 |