Historical NER Person & Location
Collection
A collection of NER models designed for extracting location & person entities from historical texts along with the preprocessed train dataset. • 2 items • Updated
A Named Entity Recognition (NER) model specialized in detecting historical place mentions.
| Feature | Description |
|---|---|
| Name | en_deberta_v3_base_ner_historical_place |
| Version | 1.0 |
| spaCy | >=3.8.14,<3.9.0 |
| License | MIT |
Label Scheme
View label scheme (1 labels for 1 components)
| Component | Labels |
|---|---|
ner |
PLACE |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
95.39 |
ENTS_P |
95.73 |
ENTS_R |
95.05 |
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Model tree for NikosKprl/en_deberta_v3_base_ner_historical_place
Base model
microsoft/deberta-v3-baseCollection including NikosKprl/en_deberta_v3_base_ner_historical_place
Evaluation results
- NER Precisionself-reported0.957
- NER Recallself-reported0.950
- NER F Scoreself-reported0.954