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--- |
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language: |
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- da |
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license: cc-by-sa-4.0 |
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widget: |
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- text: "Senile gamle idiot" |
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--- |
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# Danish BERT for hate speech (offensive language) detection |
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The BERT HateSpeech model detects whether a Danish text is offensive or not. |
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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. |
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See the [DaNLP documentation](https://danlp-alexandra.readthedocs.io/en/latest/docs/tasks/hatespeech.html#bertdr) for more details. |
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Here is how to use the model: |
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```python |
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from transformers import BertTokenizer, BertForSequenceClassification |
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model = BertForSequenceClassification.from_pretrained("alexandrainst/da-hatespeech-detection-base") |
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tokenizer = BertTokenizer.from_pretrained("alexandrainst/da-hatespeech-detection-base") |
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``` |
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## Training data |
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The data used for training has not been made publicly available. It consists of social media data manually annotated in collaboration with Danmarks Radio. |
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