Table 3.
Degradation to scores for the M1 metric when each feature set was removed from the full system
Removed feature set | F1 (M1) | Impact |
Context features | 70.0 | −3.7 |
Similarity features | 72.6 | −1.1 |
Nested relation features | 73.2 | −0.5 |
Single concept features | 73.4 | −0.3 |
Wikipedia features | 73.4 | −0.3 |
Concept vicinity features | 73.6 | −0.1 |