# da-hatespeech-detection-base

**Repository Path**: modelee/da-hatespeech-detection-base

## Basic Information

- **Project Name**: da-hatespeech-detection-base
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 3
- **Forks**: 1
- **Created**: 2023-05-24
- **Last Updated**: 2025-06-26

## Categories & Tags

**Categories**: llm

**Tags**: None

## README

---
language:
- da
license: apache-2.0
widget:
- text: Senile gamle idiot
---

# Danish BERT for hate speech (offensive language) detection

The BERT HateSpeech model detects whether a Danish text is offensive or not. 
It is based on the pretrained [Danish BERT](https://github.com/certainlyio/nordic_bert) model by BotXO which has been fine-tuned on social media data. 

See the [DaNLP documentation](https://danlp-alexandra.readthedocs.io/en/latest/docs/tasks/hatespeech.html#bertdr) for more details. 


Here is how to use the model:

```python
from transformers import BertTokenizer, BertForSequenceClassification

model = BertForSequenceClassification.from_pretrained("alexandrainst/da-hatespeech-detection-base")
tokenizer = BertTokenizer.from_pretrained("alexandrainst/da-hatespeech-detection-base")
```

## 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.