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README.md

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 ## Model description
 
-A toxic language detection model trained on tweeter data. The base model is Roberta-large. For more information, 
+A toxic language detection model trained on tweets. The base model is Roberta-large. For more information, 
 including the **training data**, **limitations and bias**, please refer to the [paper](https://arxiv.org/pdf/2102.00086.pdf) and
 Github [repo](https://github.com/XuhuiZhou/Toxic_Debias) for more details.