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ner-hipe2020-hist-base
impresso-project/ner-hipe2020-hist-base
ner-hipe2020-hist-base is a token classification model from impresso-project. Use it when you need labels on individual words, such as names. The card lists the license as cc-by-nc-sa-4.0.
Token-classification (NER) model fine-tuned from dbmdz/bert-base-historic-multilingual-cased on the impresso-project/ner-augmentation dataset (HIPE-2022, NE-COARSE-LIT, IOB2). Part of the Impresso NER pipeline.
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At a glance
- Task
- Token Classification
- License
- cc-by-nc-sa-4.0
- Model type
- bert
- Access
- Public
- Created
- Jun 22, 2026
- Updated
- Jun 23, 2026
- SHA
- afd1b509
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Base models
Model card
From the Hugging Face model README
Impresso HIPE-2022 NER model
Token-classification (NER) model fine-tuned from
dbmdz/bert-base-historic-multilingual-cased on the
impresso-project/ner-augmentation dataset
(HIPE-2022, NE-COARSE-LIT, IOB2). Part of the Impresso NER pipeline.
- Languages: fr, de, en
- Base model:
dbmdz/bert-base-historic-multilingual-cased - Training data:
impresso-project/ner-augmentation - Label scheme: IOB2 over
NE-COARSE-LIT(pers / org / loc / prod / time).
Test-set results (seqeval, entity-level)
| metric | value |
|---|---|
| f1 | 0.7410 |
| loc_f1 | 0.8340 |
| org_f1 | 0.4309 |
| pers_f1 | 0.7319 |
| precision | 0.7310 |
| prod_f1 | 0.6473 |
| recall | 0.7513 |
| time_f1 | 0.6641 |
License
Inherits the CC BY-NC-SA 4.0 license of the underlying HIPE-2022 data.
- Task
- Token Classification
- Type
- bert
- License
- cc-by-nc-sa-4.0
- Languages
- fr, de, en
- Created
- Jun 22, 2026
- Updated
- Jun 23, 2026