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en_roberta_clinical_ner_1
indra-inc/en_roberta_clinical_ner_1
en_roberta_clinical_ner_1 is a token classification model from indra-inc. Use it when you need labels on individual words, such as names. It is set up for spacy.
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At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Mar 4, 2024
- Updated
- Mar 4, 2024
- SHA
- 1c04bd28
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_roberta_clinical_ner_1 |
| Version | 0.0.0 |
| spaCy | >=3.7.4,<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 (4 labels for 1 components)</summary>| Component | Labels |
|---|---|
ner | ALLERGY_NAME, CANCER, CHRONIC_DISEASE, TREATMENT |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 66.70 |
ENTS_P | 63.04 |
ENTS_R | 70.82 |
TRANSFORMER_LOSS | 1054470.83 |
NER_LOSS | 1837984.74 |
- Task
- Token Classification
- Library
- spacy
- Languages
- en
- Created
- Mar 4, 2024
- Updated
- Mar 4, 2024