Offensive language detection in Arabic using ULMFiT

LREC 2020 Mohamed AbdellatifAhmed Elgammal

In this paper, we approach the shared task OffenseEval 2020 by Mubarak et al. (2020) using ULMFiT Howard and Ruder (2018) pre-trained on Arabic Wikipedia Khooli (2019) which we use as a starting point and use the target data-set to fine-tune it. The data set of the task is highly imbalanced... (read more)

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