Relation Type Prediction on CMV Modes (80-20 split)
88Support PrecisionsMLM-LF-prompt
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| sMLM-LF-promptStrategy=Prompting, Backbone=Longformer2022.03 | 88 | 93 | 91 | 51 | 46 | 48 | 32 | 35 | 33 | 43 | 51 | 46 | 28 | 12 | 16 | 67 | |
| Base-LF-promptStrategy=Prompting, Backbone=Longformer2022.03 | 79 | 88 | 84 | 48 | 44 | 46 | 30 | 23 | 25 | 31 | 39 | 34 | 37 | 12 | 17 | 62 | |
| DA-LF-promptStrategy=Prompting, Backbone=Longformer2022.03 | 78 | 84 | 81 | 44 | 45 | 43 | 22 | 19 | 19 | 30 | 32 | 30 | 27 | 11 | 15 | 61 | |
| ROBERTaBackbone=RoBERTa2022.03 | 78 | 83 | 80 | 46 | 34 | 37 | 29 | 29 | 28 | 15 | 24 | 18 | 36 | 15 | 20 | 60 | |
| QR-BertBackbone=BERT2022.03 | 76 | 85 | 80 | 46 | 27 | 34 | 21 | 13 | 16 | 19 | 25 | 20 | 32 | 16 | 20 | 59 | |
| sMLM-LF-mpStrategy=Mean Pooling, Backbone=Longformer2022.03 | 73 | 87 | 79 | 49 | 36 | 38 | 32 | 24 | 26 | 32 | 33 | 41 | 35 | 21 | 25 | 59 | |
| Base-LF-mpStrategy=Mean Pooling, Backbone=Longformer2022.03 | 71 | 87 | 78 | 47 | 33 | 37 | 24 | 17 | 18 | 27 | 26 | 26 | 35 | 20 | 24 | 56 |