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README.md
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This model is a fine-tuned version of [Maltehb/aelaectra-danish-electra-small-cased](https://huggingface.co/Maltehb/aelaectra-danish-electra-small-cased) on a dataset consisting of approximately 5 million Facebook comments on [DR](https://dr.dk/)'s public Facebook pages. The labels have been automatically generated using weak supervision, based on the [Snorkel](https://www.snorkel.org/) framework.
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The model achieves SOTA on a test set consisting of
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| **Model** | **Precision** | **Recall** | **F1-score** | **F2-score** |
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| :-------- | :------------ | :--------- | :----------- | :----------- |
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This model is a fine-tuned version of [Maltehb/aelaectra-danish-electra-small-cased](https://huggingface.co/Maltehb/aelaectra-danish-electra-small-cased) on a dataset consisting of approximately 5 million Facebook comments on [DR](https://dr.dk/)'s public Facebook pages. The labels have been automatically generated using weak supervision, based on the [Snorkel](https://www.snorkel.org/) framework.
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The model almost achieves SOTA results while being 20x smaller, on a test set consisting of 600 Facebook comments annotated using majority vote by three annotators, of which 35.8% were labelled as offensive:
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| **Model** | **Precision** | **Recall** | **F1-score** | **F2-score** |
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| :-------- | :------------ | :--------- | :----------- | :----------- |
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