| 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
View label scheme (3 labels for 1 components)
| 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 |
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Evaluation results
- Precisionself-reported0.961
- Recallself-reported0.945
- F Scoreself-reported0.953