Parser
|
Corpus
|
Word embeddings
|
UAS
|
LS
|
LAS
|
---|
Stanford parser
|
Penn TreeBank
|
Gigaword
|
75.76
|
84.23
|
71.21
|
ProgressNotes
|
Gigaword
|
84.01
|
90.00
|
80.72
|
ProgressNotes
|
MIMICIII
|
84.01
|
90.16
|
80.66
|
Bist-parser
|
Penn TreeBank
|
Gigaword
|
75.01
|
84.73
|
71.05
|
ProgressNotes
|
Gigaword
|
82.26
|
89.69
|
78.94
|
ProgressNotes
|
MIMICIII
|
81.78
|
89.31
|
78.42
|
Dependency-tf
|
Penn TreeBank
|
Gigaword
|
78.02
| | |
ProgressNotes
|
Gigaword
|
76.72
| | |
ProgressNotes
|
MIMICIII
|
77.09
| | |
jPTDP-parser
|
Penn TreeBank
|
Gigaword
|
75.51
|
73.47
|
60.24
|
ProgressNotes
|
Gigaword
|
77.59
|
83.60
|
71.58
|
ProgressNotes
|
MIMICIII
|
79.35
|
85.10
|
73.61
|
- Highest performance in terms of each evaluation criterion is highlighted in boldface