A spaCy NER pipeline to extract resume information like name, skills, degree, etc.
| Feature |
Description |
| Name |
en_resume_ner_pipeline |
| Version |
0.1.1 |
| spaCy |
>=3.8.7,<3.9.0 |
| Default Pipeline |
transformer, ner |
| Components |
transformer, ner |
| Vectors |
0 keys, 0 unique vectors (0 dimensions) |
| Sources |
n/a |
| License |
MIT |
| Author |
Kalyan |
Label Scheme
View label scheme (11 labels for 1 components)
| Component |
Labels |
ner |
College Name, Companies worked at, Degree, Designation, Email Address, Graduation Year, Location, Name, Skills, UNKNOWN, Years of Experience |
Accuracy
| Type |
Score |
ENTS_F |
95.30 |
ENTS_P |
93.34 |
ENTS_R |
97.35 |
TRANSFORMER_LOSS |
2380063.94 |
NER_LOSS |
1373288.48 |
