Improving Arabic Sarcasm Detection by Excluding Emojis from Social Media Content

Excluding emojis from Arabic social media datasets can significantly improve the performance of sarcasm detection models, as emojis may introduce ambiguity and noise that degrade the models' ability to accurately classify text.