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README.md

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 # Portuguese Hate Speech Expanded Dataset (TuPyE)
 TuPyE, an enhanced iteration of TuPy, encompasses a compilation of 43,668 meticulously annotated documents specifically 
 selected for the purpose of hate speech detection within diverse social network contexts. 
-This augmented dataset integrates supplementary annotations and amalgamates with datasets sourced from [Fortuna et al. (2019)](https://aclanthology.org/W19-3510/), Leite et al. (2020), and Vargas et al. (2022),
+This augmented dataset integrates supplementary annotations and amalgamates with datasets sourced from 
+[Fortuna et al. (2019)](https://aclanthology.org/W19-3510/), 
+[Leite et al. (2020)](https://arxiv.org/abs/2010.04543), 
+and [Vargas et al. (2022)](https://arxiv.org/abs/2103.14972),
 complemented by an infusion of 10,000 original documents from the [TuPy-Dataset](https://huggingface.co/datasets/Silly-Machine/TuPy-Dataset).
 
 The amalgamation of these new annotations and the seamless integration with the aforementioned cited datasets significantly amplifies the efficacy of TuPyE.