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en_abbreviation_detection_roberta_lar
surrey-nlp/en_abbreviation_detection_roberta_lar
en_abbreviation_detection_roberta_lar is a token classification model from surrey-nlp. Use it when you need labels on individual words, such as names. It is set up for spacy.
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2.7 GB
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At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jan 24, 2022
- SHA
- e50d40e2
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_abbreviation_detection_roberta_lar |
| Version | 0.0.1 |
| spaCy | >=3.2.1,<3.3.0 |
| Default Pipeline | transformer, abbreviationDetection |
| Components | transformer, abbreviationDetection |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | PLOSDataset-LREC22-Submitted |
| License | cc-by-sa-4.0 |
| Author | Diptesh Kanojia |
Label Scheme
<details> <summary>View label scheme (3 labels for 1 components)</summary>| Component | Labels |
|---|---|
abbreviationDetection | AC, LF, O |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 95.29 |
ENTS_P | 96.12 |
ENTS_R | 94.47 |
TRANSFORMER_LOSS | 287952.16 |
NER_LOSS | 608954.79 |
- Task
- Token Classification
- Library
- spacy
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Jan 24, 2022