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R0027/2026-03-26/Q001/S02/R03

Research R0027 — Multilingual prompt engineering challenges
Run 2026-03-26
Query Q001
Search S02
Result S02-R03

Comparative analysis of native vs non-native language prompting in Arabic

Summary

Field Value
Title Native vs Non-Native Language Prompting: A Comparative Analysis
URL https://arxiv.org/html/2409.07054v1
Date accessed 2026-03-26
Publication date 2024-09
Author(s) Mohamed Bayan Kmainasi et al.
Publication arXiv preprint

Selection Decision

Included in evidence base: Yes

Rationale: 197 experiments directly comparing native Arabic vs English prompts across 3 LLMs and 12 datasets. One of the most detailed single-language prompt comparison studies available.