metadata
language:
- da
tags:
- ner
- bert
- pytorch
- transformers
license: CC BY-SA 4.0
datasets:
- DaNE
metrics:
- f1
widget:
- text: Jens Peter Hansen kommer fra Danmark
BERT fine-tuned for Named Entity Recognition in Danish
The model tags tokens (in Danish sentences) with named entity tags (BIO format) [PER, ORG, LOC, MISC]. The pretrained language model used for fine-tuning is the Danish BERT by BotXO.
See the DaNLP documentation for more details.
Here is how to use the model:
from transformers import BertTokenizer, BertForTokenClassification
model = BertForTokenClassification.from_pretrained("DaNLP/da-bert-ner")
tokenizer = BertTokenizer.from_pretrained("DaNLP/da-bert-ner")
Training Data
The model has been trained on the DaNE.