Propaganda detection includes several related prediction levels, ranging from sentence-level decisions to technique classification and span identification. However, it remains unclear how supervision at these levels interacts when learned jointly across Arabic and English. We present ProBel, an Arabic and English resou...
Mohamed Bayan Kmainasi, Ali Ezzat Shahroor, Elisa Sartori et al.· 0 citations
The positions users express during political discussions on social media function as acts of social identity work. While the ideological alignment between online sources and their audiences is well documented, whether this alignment extends to the rhetorical style they use to express their positions, remains largely un...
Davide Bassi, Giovanni Da San Martino, Renata Vieira et al.· Social Network Analysis and...· 0 citations
It is suggested that robust meme understanding requires multimodal training, varies substantially across semantic categories, and remains sensitive to over-specialization when models are fine-tuned on individual datasets rather than trained in a unified setting.
Ali Ezzat Shahroor, Mohamed Bayan Kmainasi, A. Hasnat et al.· arXiv.org· 5 citations
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