| 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 |
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Dataset used to train Etietop/en_pipeline
Evaluation results
- NER Precisionself-reported0.901
- NER Recallself-reported1.000
- NER F Scoreself-reported0.943