Hugging Face's logo

minskiter
/
resume-token-classification-name-0708

Other
Transformers
PyTorch
Chinese
bert_crf
feature-extraction
bert
ner
resume
custom_code
Model card Files Community
Edit model card

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

简历命名实体识别

  • 使用
ner_predictor = pipeline(
    task="nerpipe",
    model="minskiter/resume-token-classification-name-0708",
    device="cpu",
    trust_remote_code=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
Downloads last month
0
Inference API
Other
Inference API (serverless) does not yet support model repos that contain custom code.

Spaces using minskiter/resume-token-classification-name-0708 2