From: From POS tagging to dependency parsing for biomedical event extraction
Type | GENIA | CRAFT | ||||||
---|---|---|---|---|---|---|---|---|
 | Biaffine | jPTDP | NLP4J | NNdep | Biaffine | jPTDP | NLP4J | NNdep |
CC | 89.71 | 86.70 | 82.75 | 80.20 | 89.01 | 85.45 | 79.99 | 77.45 |
CD | 81.83 | 79.30 | 79.78 | 79.30 | 88.03 | 85.17 | 84.22 | 79.77 |
DT | 95.31 | 95.09 | 93.99 | 93.08 | 98.27 | 97.39 | 97.18 | 96.77 |
IN | 90.57 | 89.50 | 88.41 | 87.58 | 81.79 | 79.32 | 78.43 | 75.97 |
JJ | 90.17 | 89.35 | 88.30 | 87.76 | 94.24 | 92.91 | 92.50 | 91.70 |
NN | 90.69 | 89.92 | 88.26 | 87.62 | 91.24 | 89.28 | 88.32 | 87.48 |
NNS | 93.31 | 92.32 | 91.33 | 87.91 | 95.07 | 92.57 | 90.91 | 88.30 |
RB | 88.31 | 86.92 | 87.73 | 84.61 | 84.41 | 81.98 | 82.13 | 76.99 |
TO | 90.97 | 91.50 | 92.04 | 88.14 | 90.16 | 85.83 | 90.55 | 83.86 |
VB | 89.68 | 87.84 | 85.09 | 83.49 | 98.86 | 98.86 | 98.67 | 96.38 |
VBD | 94.60 | 93.85 | 90.97 | 90.34 | 94.74 | 93.21 | 90.03 | 86.86 |
VBG | 82.67 | 79.47 | 79.20 | 72.27 | 85.51 | 81.33 | 81.15 | 75.57 |
VBN | 91.42 | 90.53 | 88.02 | 85.51 | 93.22 | 91.24 | 90.25 | 88.04 |
VBP | 94.46 | 93.88 | 92.54 | 90.63 | 93.54 | 91.18 | 88.98 | 84.09 |
VBZ | 96.39 | 94.83 | 93.57 | 92.48 | 93.42 | 88.77 | 87.67 | 84.25 |