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en_Resume_Parser_pipeline
Arsalan831/en_Resume_Parser_pipeline
en_Resume_Parser_pipeline is a token classification model from Arsalan831. Use it when you need labels on individual words, such as names. It is set up for spacy.
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Repo size
845 MB
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Other439 MB · 52%
At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Apr 1, 2024
- Updated
- Apr 1, 2024
- SHA
- 559d7a7a
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_Resume_Parser_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.7.2,<3.8.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
<details> <summary>View label scheme (17 labels for 1 components)</summary>| Component | Labels |
|---|---|
ner | AWARDS, CERTIFICATION, COLLEGE NAME, COMPANIES WORKED AT, CONTACT, DEGREE, EMAIL ADDRESS, LANGUAGE, LINKEDIN LINK, LOCATION, NAME, SKILLS, UNIVERSITY, Unlabelled, WORKED AS, YEAR OF GRADUATION, YEARS OF EXPERIENCE |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 80.14 |
ENTS_P | 79.78 |
ENTS_R | 80.51 |
TRANSFORMER_LOSS | 1703926.80 |
NER_LOSS | 6595481.42 |
- Task
- Token Classification
- Library
- spacy
- Languages
- en
- Created
- Apr 1, 2024
- Updated
- Apr 1, 2024