Clayton W. Taylor

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Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Jun 30, 2026

Clayton W. TaylorJun 30, 2026

Benchmarking Frontier LLMs on Arabic Cultural and Sociolinguistic Knowledge: A Cross-Evaluation Framework with Human SME Ground Truth

Cultural reasoning is the Achilles' heel for LLMs, with automated grading systems failing to accurately reflect native-speaker judgments across Arabic dialects.

Clayton W. Taylor

Eval Frameworks & Benchmarks Natural Language Processing

Clayton W. Taylor

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Clayton W. Taylor

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Papers (1)