|
Corpus
|
Method
|
P
|
R
|
F
|
|---|
|
NCBI
|
BANNER [4]
|
83.80
|
80.00
|
81.80
|
|
Bi-LSTM + WE [14]
|
84.87
|
74.11
|
79.13
|
|
MCNN
|
85.08
|
85.26
|
85.17
|
|
MCNN*
|
83.74
|
83.03
|
83.39
|
|
CDR
|
HITSZ_CDR [5]
|
88.68
|
85.23
|
86.93
|
|
Lee et al.’s [6]
|
87.34
|
83.75
|
85.51
|
|
CRD-DNER [31]
|
79.49
|
73.58
|
76.42
|
|
MCNN
|
88.20
|
87.46
|
87.83
|
- Note. MCNN* is the version of removing the lexicon feature embedding and the post-processing step
