Benchmarking Arabic Dialects for Math Problems
Introduces parallel translated and culturally localized math problems for Modern Standard Arabic and five dialects. Uses residual-state comparisons and activation patching to study how localization changes internal processing and answer accuracy.
First public: · Added to this list: October 22, 2026
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Analysis and evaluation — Measure how well these methods work, investigate what their internal computation does, and identify where they fail. This includes experiments, studies of model internals, and mathematical results.