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20062026
most citedCritical Survey of the Freely Available Arabic Corpora

86 citations · 166 across the 44 of their papers we have counts for

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cs.CL2026

ArGuard Shared Task: Harmful Content Detection in Arabic Memes and LLM Prompts

Firoj Alam, Md. Rafiul Biswas, Mohamed Bayan Kmainasi +5

ArGuard is a shared task on harmful content detection in Arabic memes and LLM prompts. It includes two tracks: Track A focuses on multimodal hate detection in Arabic memes, while T…

cs.CL2026

ArabicDialectSafety: A Dialect-Aware Benchmark for Arabic Content Safety Classification

Wajdi Zaghouani, Md. Rafiul Biswas, Kholoud Khalil Aldous +1

We present ArabicDialectSafety, a human-curated Arabic safety dataset of 25,071 prompts covering six Arabic varieties: Modern Standard Arabic, Syrian, Egyptian, Algerian, Palestini…

cs.CL2026

AHA-Memes: A Fine-Grained Multimodal Benchmark for Understanding Hate in Arabic Memes

Mohamed Bayan Kmainasi, Ali Ezzat Shahroor, Abul Hasnat +3

Hateful memes are a growing form of multimodal online harm, where hostile intent is often conveyed through the joint interpretation of images, text, cultural references, and implic…

cs.CL2026

StanceNakba Shared Task: Actor and Topic-Aware Stance Detection in Public Discourse

Kholoud K. Aldous, Md Rafiul Biswas, Mabrouka Bessghaier +3

We present StanceNakba 2026, a shared task on stance detection in polarized social media discourse related to the Palestinian-Israeli conflict, organized as part of Nakba-NLP 2026…

cs.CL2026

The Generator-Eraser Paradox: Community Guidelines for Responsible LLM-Assisted Dialect Resource Creation

Wajdi Zaghouani

Dialect resources occupy a unique position at the intersection of scientific description, cultural preservation, and computational infrastructure. Large language models offer power…

cs.CL2026

Toward Responsible and Epistemically Grounded Multilingual LLMs for Computational Social Science and Humanities

Wajdi Zaghouani

Large language models have rapidly evolved in multilingual competence and reasoning capacity, enabling their integration into Social Sciences and Humanities research workflows. Yet…