From: BIOSMILE: A semantic role labeling system for biomedical verbs using a maximum-entropy model with automatically generated template features
BIOSMILEBaseline
BIOSMILENE
Type
P ^ MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaacuWGqbaugaqcaaaa@2DE5@ (%)
R ^ MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaacuWGsbGugaqcaaaa@2DE9@ (%)
F ^ MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaacuWGgbGrgaqcaaaa@2DD1@ (%)
S ^ F MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaacuWGtbWugaqcamaaBaaaleaacqWGgbGraeqaaaaa@2F2C@ (%)
ΔF (%)
t
F N >F B ? (t >1.67?)
Arg0
92.33
90.52
91.41
1.44
92.29
90.46
91.35
1.53
-0.05
-0.14
N
Arg1
88.86
85.71
87.25
1.42
89.32
86.07
87.66
1.31
0.41
1.18
Arg2
86.46
81.26
83.68
3.93
86.78
81.07
83.73
4.39
0.05
ArgM-ADV
64.14
51.20
56.60
5.77
64.73
50.90
56.61
6.06
0.01
ArgM-DIS
83.74
74.91
78.83
5.39
84.14
74.71
78.81
5.66
-0.02
-0.01
ArgM-LOC
76.03
77.12
76.48
3.67
76.54
77.06
76.71
3.74
0.23
0.25
ArgM-MNR
83.30
81.02
82.04
2.74
83.05
81.20
82.02
2.79
-0.03
ArgM-MOD
97.22
94.67
95.82
2.36
97.31
94.47
95.76
2.68
-0.08
ArgM-NEG
97.70
94.98
96.17
2.80
97.45
94.97
96.03
2.91
-0.19
ArgM-TMP
81.48
61.65
69.67
7.25
81.80
61.33
69.62
7.31
Overall
87.03
81.65
84.25
1.33
87.31
81.66
84.38
1.37
0.14
0.40