metadata
language:
- da
tags:
- bert
- pytorch
- emotion
license: CC-BY_4.0
datasets:
- social media
metrics:
- f1
widget:
- text: Der er et træ i haven.
Danish BERT for emotion detection
The BERT Emotion model detects whether a Danish text is emotional or not. It is based on the pretrained Danish BERT model by BotXO which has been fine-tuned on social media data.
See the DaNLP documentation for more details.
Here is how to use the model:
from transformers import BertTokenizer, BertForSequenceClassification
model = BertForSequenceClassification.from_pretrained("DaNLP/da-bert-emotion-binary")
tokenizer = BertTokenizer.from_pretrained("DaNLP/da-bert-emotion-binary")
Training data
The data used for training has not been made publicly available. It consists of social media data manually annotated in collaboration with Danmarks Radio.