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Table 6 LAS by the basic Stanford dependency labels on GENIA

From: From POS tagging to dependency parsing for biomedical event extraction

Type Biaffine jPTDP NLP4J NNdep Avg.
advmod 87.38 86.77 87.26 83.86 86.32
amod 92.41 92.21 90.59 90.94 91.54
appos 84.28 83.25 80.41 77.32 81.32
aux 98.74 99.28 98.92 97.66 98.65
auxpass 99.32 99.32 99.49 99.32 99.36
cc 89.90 86.38 82.21 79.33 84.46
conj 83.82 78.64 73.32 69.40 76.30
dep 40.49 41.72 40.04 31.66 38.48
det 97.16 96.68 95.46 95.54 96.21
dobj 96.49 95.87 94.90 92.18 94.86
mark 94.68 90.38 89.62 90.89 91.39
nn 90.07 90.25 88.22 88.97 89.38
nsubj 95.83 94.71 93.18 90.75 93.62
nsubjpass 95.56 95.56 92.05 90.94 93.53
num 89.14 85.97 90.05 90.27 88.86
pobj 97.04 96.54 96.54 95.13 96.31
prep 90.54 89.93 89.18 88.31 89.49
root 97.28 97.13 94.78 92.87 95.52
  1. “Avg.” denotes the averaged score of the four dependency parsers