Table 7 LAS by the CoNLL 2008 dependency labels on CRAFT
From: From POS tagging to dependency parsing for biomedical event extraction
Type | Biaffine | jPTDP | NLP4J | NNdep | Avg. |
|---|---|---|---|---|---|
ADV | 79.20 | 77.53 | 75.58 | 71.64 | 75.99 |
AMOD | 86.43 | 83.45 | 85.00 | 82.98 | 84.47 |
CONJ | 91.73 | 88.69 | 85.42 | 83.34 | 87.30 |
COORD | 88.47 | 84.75 | 79.42 | 76.38 | 82.26 |
DEP | 73.23 | 67.96 | 62.83 | 52.43 | 64.11 |
LOC | 70.70 | 68.91 | 68.64 | 61.35 | 67.40 |
NMOD | 92.55 | 91.19 | 90.77 | 90.04 | 91.14 |
OBJ | 96.51 | 94.53 | 93.85 | 91.34 | 94.06 |
PMOD | 96.30 | 94.85 | 94.52 | 93.44 | 94.78 |
PRD | 93.96 | 90.11 | 92.49 | 90.66 | 91.81 |
PRN | 62.11 | 61.30 | 49.26 | 46.96 | 54.91 |
ROOT | 98.15 | 97.20 | 95.24 | 91.27 | 95.47 |
SBJ | 95.87 | 93.03 | 91.82 | 90.11 | 92.71 |
SUB | 95.18 | 91.81 | 91.81 | 89.64 | 92.11 |
TMP | 78.76 | 68.81 | 65.71 | 59.73 | 68.25 |
VC | 98.84 | 97.50 | 98.09 | 96.09 | 97.63 |