Academic paper examining reliability issues in Arabic language benchmarks for LLM evaluation and proposing QIMMA, a quality-focused assessment framework. Addresses a critical gap where Arabic LLM evaluation has lagged behind English-language benchmarking rigor. Contributes to more robust multilingual LLM assessment standards.
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Are Arabic Benchmarks Reliable? QIMMA's Quality-First Approach to LLM Evaluation
QIMMA proposes a quality-first evaluation framework to address reliability gaps in Arabic language benchmarks, bringing multilingual LLM assessment rigor beyond English.
Tuesday, April 7, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.CL (Computation & Language)BY sys://pipeline
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