Table 4 Meta-knowledge assignment results on events in the GENIA-MK test set
From: Extracting semantically enriched events from biomedical literature
Dimension | Value | Count | R / P / F | Majority (R / P / F) |
|---|---|---|---|---|
KT | Investigation | 411 | 69.1 / 75.5 / 72.2 | 0.0 / 0.0 / 0.0 |
Analysis | 1,340 | 70.4 / 78.4 / 74.2 | 0.0 / 0.0 / 0.0 | |
Observation | 2,593 | 72.1 / 72.3 / 72.2 | 100.0 / 34.0 / 50.7 | |
Fact | 673 | 63.7 / 68.0 / 65.8 | 0.0 / 0.0 / 0.0 | |
Method | 178 | 53.4 / 54.3 / 53.8 | 0.0 / 0.0 / 0.0 | |
Other | 2,440 | 77.0 / 70.6 / 73.6 | 0.0 / 0.0 / 0.0 | |
| Â | Macro Average | 7,635 | 67.6 / 70.0 / 68.6 | 16.7 / 5.7 / 8.5 |
| Â | Micro Average | 7,635 | 72.0 / 72.0 / 72.0 | 34.0 / 34.0 / 34.0 |
CL | L3 | 7,057 | 97.6 / 97.5 / 97.6 | 100 / 92.4 / 96.1 |
L2 | 420 | 68.6 / 64.6 / 66.5 | 0.0 / 0.0 / 0.0 | |
L1 | 158 | 67.1 / 84.8 / 74.9 | 0.0 / 0.0 / 0.0 | |
| Â | Macro Average | 7,635 | 77.8 / 82.3 / 79.7 | 33.3 / 30.8 / 32.0 |
| Â | Micro Average | 7,635 | 95.4 / 95.4 / 95.4 | 92.4 / 92.4 / 92.4 |
Polarity | Positive | 7,201 | 97.3 / 98.0 / 97.7 | 100 / 94.3 / 97.1 |
Negative | 434 | 67.1 / 60.1 / 63.4 | 0.0 / 0.0 / 0.0 | |
| Â | Macro Average | 7,635 | 77.8 / 82.3 / 79.7 | 50.0 / 47.2 / 48.5 |
| Â | Micro Average | 7,635 | 95.6 / 95.6 / 95.6 | 94.3 / 94.3 / 94.3 |
Manner | High | 275 | 49.8 / 46.4 / 48.1 | 0.0 / 0.0 / 0.0 |
Low | 59 | 23.7 / 48.3 / 31.8 | 0.0 / 0.0 / 0.0 | |
Neutral | 7,301 | 97.7 / 97.6 / 97.6 | 100 / 95.6 / 97.8 | |
| Â | Macro Average | 7,635 | 57.1 / 64.1 / 59.2 | 33.3 / 31.9 / 32.6 |
| Â | Micro Average | 7,635 | 95.4 / 95.4 / 95.4 | 95.6 / 95.6 / 95.6 |
Source | Current | 7,510 | 99.1 / 99.2 / 99.2 | 100 / 98.4 / 99.2 |
Other | 125 | 53.6 / 50.0 / 51.7 | 0.0 / 0.0 / 0.0 | |
| Â | Macro Average | 7,635 | 76.4 / 74.6 / 75.5 | 50.0 / 49.2 / 49.6 |
| Â | Micro Average | 7,635 | 98.4 / 98.4 / 98.4 | 98.4 / 98.4 / 98.4 |