Word Sense Disambiguation on Chinese OntoNotes (test)
84.7BCLW
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LWBackbone=BERT, Strategy=layer weighting, Context Window=1sent+1sur2019.10 | 84.7 | 90.3 | 88.8 | 94 | 89.5 | |
| SimpleBackbone=BERT, Strategy=simple projection, Context Window=1sent+1sur2019.10 | 84.6 | 90.4 | 88.9 | 93.9 | 89.5 | |
| GLUBackbone=BERT, Strategy=gated linear unit, Context Window=1sent+1sur2019.10 | 84.6 | 90 | 88.3 | 93.3 | 89 | |
| GLU+LWBackbone=BERT, Strategy=gated linear unit + layer weighting, Context Window=1sent+1sur2019.10 | 84.6 | 90.2 | 88.2 | 93.4 | 89.2 | |
| 1nnBackbone=BERT, Strategy=nearest neighbor matching, Context Window=1sent+1sur2019.10 | 81.7 | 88.5 | 85.1 | 93.3 | 87.1 | |
| IMS+w2vType=Baseline2019.10 | 80.2 | 86.4 | 82.3 | 92 | 85.2 | |
| IMSType=Baseline2019.10 | 79.8 | 85.7 | 83 | 91 | 84.8 |