readme: ---
  language:
  - da
  license: cc-by-4.0
  widget:
  - text: "Senile gamle idiot"
  ---
  
  # Danish ELECTRA for hate speech (offensive language) detection
  
  The ELECTRA Offensive model detects whether a Danish text is offensive or not. 
  It is based on the pretrained [Danish Ælæctra](Maltehb/aelaectra-danish-electra-small-cased) model. 
  
  See the [DaNLP documentation](https://danlp-alexandra.readthedocs.io/en/latest/docs/tasks/hatespeech.html#electra) for more details. 
  
  
  Here is how to use the model:
  
  ```python
  from transformers import ElectraTokenizer, ElectraForSequenceClassification
  
  model = ElectraForSequenceClassification.from_pretrained("alexandrainst/da-hatespeech-detection-small")
  tokenizer = ElectraTokenizer.from_pretrained("alexandrainst/da-hatespeech-detection-small")
  ```
  
  ## 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.
  
  