CultranAI at PalmX 2025: Data Augmentation for Cultural Knowledge Representation. - Hunzalah Hassan Bhatti; Youssef Ahmed; Md. Arid Hasan; Firoj Alam (CoRR, 2025)

EverydayMMQA: A Multilingual and Multimodal Framework for Culturally Grounded Spoken Visual QA. - Firoj Alam; Ali Ezzat Shahroor; Md. Arid Hasan; Zien Sheikh Ali; Hunzalah Hassan Bhatti; Mohamed Bayan Kmainasi; Shammur Absar Chowdhury; Basel Mousi; Fahim Dalvi; Nadir Durrani; Natasa Milic-Frayling (CoRR, 2025)

Beyond MCQ: An Open-Ended Arabic Cultural QA Benchmark with Dialect Variants. - Hunzalah Hassan Bhatti; Firoj Alam (CoRR, 2025)