基于BERT-IDCNN-CRF的中文命名实体识别方法
李妮,关焕梅,杨飘,董文永
BERT-IDCNN-CRF for named entity recognition in Chinese
Ni LI,Huan-mei GUAN,Piao YANG,Wen-yong DONG
表3
不同类型命名实体识别结果
Table 3
Recognition results for different types of named entities
Models
Type
P
R
F
1
BERT-IDCNN-CRF
LOC
96.32
93.81
95.05
ORG
88.86
91.06
89.94
PER
96.95
96.16
96.55
ALL
94.86
93.97
94.41