Open Access
Table 4
F1 score for ablation study over different components on Cross-NER datasets with 5-way 1-shot setting
| Method | CoNLL-03 | GUM | WNUT-17 | OntoNotes |
|---|---|---|---|---|
| Ours | 48.57 | 17.56 | 28.92 | 37.22 |
| 1) w/o. Multiscale Convolution | 46.84 | 15.29 | 25.34 | 34.51 |
| 2) w/o. Entity Span Extractor | 33.64 | 10.44 | 23.26 | 25.37 |
| 3) w/o. WeightProto Learning | 31.67 | 16.02 | 27.39 | 32.48 |
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