模型:

beki/flair-pii-distilbert

英文
Feature Description
Name en_spacy_pii_distilbert
Version 0.0.0
spaCy >=3.4.1,<3.5.0
Default Pipeline transformer , ner
Components transformer , ner
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources Trained on a new 1230321 generated by 1231321 . For more details, see this 1232321
License MIT
Author 1233321

英语在Flair中的PII

这是在由 Privy 生成的协议跟踪数据上训练的英语大型5类NER模型

F1-Score: 0.9522

预测5个标签:

tag meaning
PER person name
LOC location name
ORG organization name
DATE_TIME dates and times
NRP nationalities, religious and political groups

使用distilbert嵌入。