IbrahimAmin/marbertv2-finetuned-egyptian-hate-speech-detection

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}}