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  # MUDES - {Mu}ltilingual {De}tection of Offensive {S}pans
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- We provide state-of-the-art models to detect toxic spans in text. We have evaluated our models on Toxic Spans task at SemEval 2021 (Task 5).
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  ## Usage
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  ## Citing & Authors
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- If you find this model helpful, feel free to cite our publication
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- ```bash
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  @inproceedings{ranasinghemudes,
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  title={{MUDES: Multilingual Detection of Offensive Spans}},
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  author={Tharindu Ranasinghe and Marcos Zampieri},
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  }
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  ```
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- ```bash
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  @inproceedings{ranasinghe2021semeval,
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  title={{WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans}},
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  author = {Ranasinghe, Tharindu and Sarkar, Diptanu and Zampieri, Marcos and Ororbia, Alex},
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+ ---
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+ language: multilingual
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+ tags:
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+ - mudes
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+ license: apache-2.0
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+ ---
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+
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  # MUDES - {Mu}ltilingual {De}tection of Offensive {S}pans
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+ We provide state-of-the-art models to detect toxic spans in social media texts. We introduce our framework in [this paper](https://arxiv.org/abs/2102.09665). We have evaluated our models on Toxic Spans task at SemEval 2021 (Task 5). Our participation in the task is detailed in [this paper](https://arxiv.org/abs/2104.04630).
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  ## Usage
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  ## Citing & Authors
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+ If you find this model helpful, feel free to cite our publications
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+ ```bibtex
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  @inproceedings{ranasinghemudes,
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  title={{MUDES: Multilingual Detection of Offensive Spans}},
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  author={Tharindu Ranasinghe and Marcos Zampieri},
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  }
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  ```
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+ ```bibtex
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  @inproceedings{ranasinghe2021semeval,
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  title={{WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans}},
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  author = {Ranasinghe, Tharindu and Sarkar, Diptanu and Zampieri, Marcos and Ororbia, Alex},