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language: pt |
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license: apache-2.0 |
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This model is used detecting **hatespeech** in **Portuguese language**. The mono in the name refers to the monolingual setting, where the model is trained using only English language data. It is finetuned on multilingual bert model. |
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The model is trained with different learning rates and the best validation score achieved is 0.716119 for a learning rate of 3e-5. Training code can be found at this [url](https://github.com/punyajoy/DE-LIMIT) |
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### For more details about our paper |
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Sai Saketh Aluru, Binny Mathew, Punyajoy Saha and Animesh Mukherjee. "[Deep Learning Models for Multilingual Hate Speech Detection](https://arxiv.org/abs/2004.06465)". Accepted at ECML-PKDD 2020. |
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***Please cite our paper in any published work that uses any of these resources.*** |
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~~~ |
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@article{aluru2020deep, |
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title={Deep Learning Models for Multilingual Hate Speech Detection}, |
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author={Aluru, Sai Saket and Mathew, Binny and Saha, Punyajoy and Mukherjee, Animesh}, |
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journal={arXiv preprint arXiv:2004.06465}, |
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year={2020} |
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} |
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~~~ |
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