AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic (2026 · 2 citations)
Modern encoder designs such as ModernBERT have mostly been built and tested for English. Classic Arabic BERT models are still limited to 512 tokens and use absolute positions. The authors port ModernBERT to Arabic as AraModernBERT, a ~149M-parameter encoder that reads up to 8,192 tokens natively. It uses a new Arabic…
NAMAA at SemEval-2026 Task 9: Comparing Generative, Retrieval-Augmented, and Discriminative Methods for Arabic Online Polarization Detection and Type Classification (2026 · 1 citation)
The paper addresses Arabic online polarization detection in the SemEval-2026 Task 9 (POLAR) Arabic track. The task covers binary detection of "us vs. them" content (ST1) and multi-label classification into five polarization types (ST2). Dialect mixing, informal spelling and implicit framing make the task hard. The…

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Updated 31 October 2026