Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation (2025 · 14 citations)
Arabic LLMs are often scored on translated Western benchmarks, so their grasp of Arab cultural, religious and social context is never really tested.
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…
GATE-Reranker: A Strong Arabic Cross-Encoder for Document Reranking (2026)
Arabic search and retrieval-augmented generation (RAG) systems often use a second-stage neural reranker. Most strong rerankers are multilingual or English-trained, and their score reliability on Arabic has received little study. The authors present GATE-Reranker, a compact Arabic cross-encoder. It starts from the…

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Updated 1 November 2026