Findings of the Second AmericasNLP Competition on Speech-to-Text Translation. - Abteen Ebrahimi; Manuel Mager; Adam Wiemerslage; Pavel Denisov; Arturo Oncevay; Danni Liu; Sai Koneru; Enes Yavuz Ugan; Zhaolin Li; Jan Niehues; Monica Romero; Iván G. Torre; et al. (NeurIPS (Competition and Demos), 2021)

AfroLID: A Neural Language Identification Tool for African Languages. - Ife Adebara; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed; Alcides Alcoba Inciarte (EMNLP, 2022)

SERENGETI: Massively Multilingual Language Models for Africa. - Ife Adebara; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed; Alcides Alcoba Inciarte (ACL (Findings), 2023)

JASMINE: Arabic GPT Models for Few-Shot Learning. - El Moatez Billah Nagoudi; Muhammad Abdul-Mageed; AbdelRahim A. Elmadany; Alcides Alcoba Inciarte; Md Tawkat Islam Khondaker (EMNLP, 2023)

SIDLR: Slot and Intent Detection Models for Low-Resource Language Varieties. - Sang Yun Kwon; Gagan Bhatia; El Moatez Billah Nagoudi; Alcides Alcoba Inciarte; Muhammad Abdul-Mageed (VarDial@EACL, 2023)

Violet: A Vision-Language Model for Arabic Image Captioning with Gemini Decoder. - Abdelrahman Mohamed; Fakhraddin Alwajih; El Moatez Billah Nagoudi; Alcides Alcoba Inciarte; Muhammad Abdul-Mageed (ArabicNLP, 2023)

Zero-Shot Slot and Intent Detection in Low-Resource Languages. - Sang Yun Kwon; Gagan Bhatia; El Moatez Billah Nagoudi; Alcides Alcoba Inciarte; Muhammad Abdul-Mageed (CoRR, 2023)

On the Utility of Pretraining Language Models on Synthetic Data. - Alcides Alcoba Inciarte; Sang Yun Kwon; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (ArabicNLP, 2024)

Voice of a Continent: Mapping Africa's Speech Technology Frontier. - AbdelRahim A. Elmadany; Sang Yun Kwon; Hawau Olamide Toyin; Alcides Alcoba Inciarte; Hanan Aldarmaki; Muhammad Abdul-Mageed (CoRR, 2025)

Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset. - Fakhraddin Alwajih; Samar Mohamed Magdy; Abdellah El Mekki; Omer Nacar; Youssef Nafea; Safaa Taher Abdelfadil; Abdulfattah Mohammed Yahya; Hamzah Luqman; Nada AlMarwani; Samah Aloufi; Baraah Qawasmeh; Houdaifa Atou; et al. (CoRR, 2025)