An empirical evaluation of arabic text formality transfer: a comparative study. - Fahad Jibrin Abdu; Raed Mughaus; Shadi Abudalfa; Moataz Ahmed; Ahmed Abdelali (Lang. Resour. Evaluation, 2025)

Ma'aks: manually-curated parallel dataset for Arabic text sentiment swap. - Raed Mughaus; Shadi Abudalfa; Hamzah Luqman; Fahad Jibrin Abdu; Mohammed AlAli; Nawaf Al-Dowayan; Ahmed Abdelali (Lang. Resour. Evaluation, 2026)