Discontinuous Named Entity Recognition on CADEC (test)
75.5PrecisionFei et al. (2021)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Fei et al. (2021)Method Category=Seq2Seq2021.12 | 75.5 | 71.8 | 72.4 | — | — | — | — | — | — | |
| W2NERMethod Category=Others2021.12 | 74.09 | 72.35 | 73.21 | — | — | — | — | — | — | |
| Graph2021.06 | 72.1 | 48.4 | 58 | — | — | — | — | — | — | |
| Wang and Lu (2019)Method Category=Hypergraph-based2021.12 | 72.1 | 48.4 | 58 | — | — | — | — | — | — | |
| BARTNEREntity Representation=Span, Backbone=BART-Large2021.06 | 71.55 | 68.59 | 70.04 | — | — | — | — | — | — | |
| MacBackbone=Yelp BERT2021.06 | 70.5 | 72.5 | 71.5 | — | — | — | — | — | — | |
| Wang et al. (2021)Method Category=Others2021.12 | 70.5 | 72.5 | 71.5 | — | — | — | — | — | — | |
| BARTNEREntity Representation=Word, Backbone=BART-Large2021.06 | 70.08 | 71.21 | 70.64 | — | — | — | — | — | — | |
| Yan et al. (2021)Method Category=Seq2Seq2021.12 | 70.08 | 71.21 | 70.64 | — | — | — | — | — | — | |
| CombBBackbone=Yelp BERT2021.06 | 69.8 | 68.7 | 69.2 | — | — | — | — | — | — | |
| BARTNEREntity Representation=BPE, Backbone=BART-Large2021.06 | 69.45 | 70.51 | 69.97 | — | — | — | — | — | — | |
| Dai et al.Backbone=ELMo2021.06 | 68.9 | 69 | 69 | — | — | — | — | — | — | |
| TransEBackbone=ELMo2021.06 | 68.9 | 69 | 69 | — | — | — | — | — | — | |
| Dai et al. (2020)Method Category=Others2021.12 | 68.9 | 69 | 69 | — | — | — | — | — | — | |
| TransBBackbone=Yelp BERT2021.06 | 68.8 | 67.3 | 68 | — | — | — | — | — | — | |
| BIOE2021.06 | 68.7 | 66.1 | 67.4 | — | — | — | — | — | — | |
| Tang et al.2021.06 | 67.8 | 64.9 | 66.3 | — | — | — | — | — | — | |
| Tang et al. (2018)Method Category=Sequence Labeling2021.12 | 67.8 | 64.99 | 66.36 | — | — | — | — | — | — | |
| Metke-Jimenez and Karimi2021.06 | 64.4 | 56.5 | 60.2 | — | — | — | — | — | — | |
| BIOE2021.06 | — | — | — | 68.3 | 5.8 | 52 | 1 | 57.3 | 1.8 | |
| CombB2021.06 | — | — | — | 63.9 | 44 | 57.8 | 23.4 | 60.7 | 30.6 | |
| Graph2021.06 | — | — | — | 69.5 | 60.8 | 43.2 | 14.8 | 53.3 | 23.9 | |
| Mac2021.06 | — | — | — | 74.7 | 52.9 | 65.5 | 38.3 | 69.8 | 44.4 | |
| TransB2021.06 | — | — | — | 69.1 | 39.5 | 64.4 | 34 | 66.7 | 36.6 | |
| TransE2021.06 | — | — | — | 66.5 | 41.2 | 64.3 | 35.1 | 65.4 | 37.9 |