minskiter/resume-token-classification

简历命名实体识别

• 使用

ner_predictor = pipeline(
    task="nerpipe",
    model="minskiter/resume-token-classification",
    device="cpu",
    trust_remote_code=True,
    use_auth_token=True
)

• 模型

BertCrfModel

• 数据集 Resume

Typing	Train	Dev	Test
Sentence	3.8k	0.46k	0.48k
Char	124.1k	13.9k	15.1k

Tag	Meaning	Train	Dev	Test
CONT	Country	260	33	28
EDU	Educational Institution	858	106	112
LOC	Location	47	2	6
NAME	Personal Name	952	110	112
ORG	Organization	4611	523	553
PRO	Profession	287	18	33
RACE	Ethnicity Background	115	15	14
TITLE	Job Title	6308	690	772
Total Entity	---	13438	1497	1630