Model Card
This model is a fine-tuned version of MARBERTv2. We finetuned this model for binary text classification (Neutral-Hate)
on a custom Egyptian-Arabic hate speech dataset.
Acknowledgement
Model fine-tuning, data collection, annotation and pre-processing for this work were performed as part of a Graduation Project from the Faculty of Engineering, AASTMT, Computer Engineering Program.
Citation
@INPROCEEDINGS{10009167,
author={Ahmed, Ibrahim and Abbas, Mostafa and Hatem, Rany and Ihab, Andrew and Fahkr, Mohamed Waleed},
booktitle={2022 20th International Conference on Language Engineering (ESOLEC)},
title={Fine-tuning Arabic Pre-Trained Transformer Models for Egyptian-Arabic Dialect Offensive Language and Hate Speech Detection and Classification},
year={2022},
volume={20},
number={},
pages={170-174},
keywords={Social networking (online);Text categorization;Hate speech;Blogs;Transformers;Natural language processing;Task analysis;Arabic Hate Speech;Natural Language Processing;Transformers;Text Classification},
doi={10.1109/ESOLEC54569.2022.10009167}}
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