| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.7.4,<3.8.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | Research at ITMO University. Dataset from Google Search Jobs |
| License | Academic Free License |
| Author | Etietop Abraham |
Label Scheme
View label scheme (9 labels for 1 components)
| Component | Labels |
|---|---|
ner |
Certifications, Duties and Responsibilities, Education, Experience, Industry, Job Title, Skills, Soft Skills, Tools and Technologies |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
94.31 |
ENTS_P |
90.06 |
ENTS_R |
100.00 |
TOK2VEC_LOSS |
483216.60 |
NER_LOSS |
858473.26 |
- Downloads last month
- 14
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Dataset used to train Etietop/en_pipeline
Evaluation results
- NER Precisionself-reported0.901
- NER Recallself-reported1.000
- NER F Scoreself-reported0.943