Author

Reham Alabduljabbar

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Open access Sep 2026

A Low-Resource Arabic Dataset and Transformer-Based Benchmark for Dark Pattern Detection in E-Commerce Mobile Applications

Per-class analysis shows every model struggles with several minority categories, indicating Arabic dark pattern detection remains genuinely difficult at current data volumes, indicating pre-training on dialectal, code-switched Arabic may matter more here than Arabic pre-training alone.

Reham Alabduljabbar · Electronics · 0 citations