From: From POS tagging to dependency parsing for biomedical event extraction
System | Development | Test | |||||
---|---|---|---|---|---|---|---|
 |  | R | P | F 1 | R | P | F 1 |
 | Stanford&Paris | 49.92 | 55.75 | 52.67 | 45.03 | 56.93 | 50.29 |
 | BLLIP+Bio | 47.90 | 61.54 | 53.87 52.35 | 41.45 | 60.45 | 49.18 49.19 |
GENIA | Stanford-Biaffine-v2 | 50.53 | 56.47 | 53.34 53.18 | 43.87 | 56.36 | 49.34 49.47 |
 | jPTDP-v1 | 49.30 | 58.58 | 53.54 52.08 | 42.11 | 54.94 | 47.68 48.88 |
 | NLP4J-dep | 51.93 | 55.15 | 53.49 52.20 | 45.88 | 55.53 | 50.25 49.08 |
 | Stanford-NNdep | 46.79 | 60.36 | 52.71 51.38 | 40.16 | 59.75 | 48.04 48.51 |
CRAFT | Stanford-Biaffine-v2 | 49.47 | 57.98 | 53.39 52.98 | 42.08 | 58.65 | 49.00 49.84 |
 | jPTDP-v1 | 49.36 | 58.22 | 53.42 52.01 | 40.82 | 58.57 | 48.11 49.57 |
 | NLP4J-dep | 48.91 | 53.13 | 50.93 51.03 | 41.95 | 51.88 | 46.39 47.46 |
 | Stanford-NNdep | 46.34 | 56.83 | 51.05 51.01 | 38.87 | 59.64 | 47.07 46.38 |