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# Multilingual Hate Speech Classifier for Social Media with Disagreement-Aware Training
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A multilingual [XLM-R-based (100 languages)](https://huggingface.co/FacebookAI/xlm-roberta-large) hate speech classification model fine-tuned on English, Italian and Slovenian with inter-annotator disagreement-aware training.
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Authors: Patricia-Carla Grigor, Bojan Evkoski, Petra Kralj Novak
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# Multilingual Hate Speech Classifier for Social Media with Disagreement-Aware Training
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A multilingual [XLM-R-based (100 languages)](https://huggingface.co/FacebookAI/xlm-roberta-large) hate speech classification model fine-tuned on English, Italian and Slovenian with inter-annotator disagreement-aware training.
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The details of the model and the disagreement-aware training are described in our [paper](https://www.researchgate.net/publication/384628421_Multilingual_Hate_Speech_Modeling_by_Leveraging_Inter-Annotator_Disagreement):
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@inproceedings{
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grigor2024multilingual,
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title={Multilingual Hate Speech Modeling by Leveraging Inter-Annotator Disagreement},
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url={http://dx.doi.org/10.70314/is.2024.sikdd.7},
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DOI={10.70314/is.2024.sikdd.7},
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booktitle={Proceedings of Data Mining and Data Warehouses – Sikdd 2024},
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publisher={Jožef Stefan Instutute},
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year={2024}
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}
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Authors: Patricia-Carla Grigor, Bojan Evkoski, Petra Kralj Novak
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