From: Coreference based event-argument relation extraction on biomedical text
System | Corefer | Cross | W-ANT | Normal |
---|---|---|---|---|
(a) SVM | NONE | 0.0 | 56.0 | 53.6 |
(b) SVM | SYS | 27.9 | 57.0 | 54.3 |
(b′) SVM | GOLD | 54.1 | 57.3 | 55.4 |
(c) MLN | NONE | 0.0 | 49.8 ( 0.0) | 53.2 |
(d) MLN | FC | 0.0 | 51.5 (+1.7) | 53.7 |
(e) MLN | FC+SiD | 0.0 | 54.6 (+4.8) | 53.3 |
(f) MLN | FC+T | 36.7 | 51.7 (+1.9) | 53.7 |
(g) MLN | FC+SiD+T | 39.3 | 56.5 (+6.7) | 54.3 |
(g′) MLN | GOLD | 69.7 | 66.7 (+16.9) | 55.3 |