Enhancing Arabic Content Generation with Prompt Augmentation Using Integrated GPT and Text-to-Image Models. - Wala Elsharif; James She; Preslav Nakov; Simon Wong (IMX, 2023)

Cultural Relevance Index: Measuring Cultural Relevance in AI-Generated Images. - Wala Elsharif; Marco Agus; Mahmood Alzubaidi; James She (MIPR, 2024)

Cultural Bias in Text-to-Image Models: A Systematic Review of Bias Identification, Evaluation, and Mitigation Strategies. - Wala Elsharif; Mahmood Alzubaidi; Marco Agus (IEEE Access, 2025)

Visualizing Ambiguity: Analyzing Linguistic Ambiguity Resolution in Text-to-Image Models. - Wala Elsharif; Mahmood Alzubaidi; James She; Marco Agus (Comput., 2025)