简历命名实体识别
ner_predictor = pipeline(
task="nerpipe",
model="minskiter/resume-token-classification",
device="cpu",
trust_remote_code=True,
use_auth_token=True
)
BertCrfModel
| 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 |