Building an Ensemble of Transformer Models for Arabic Dialect Classification and Sentiment Analysis. - Abdullah Salem Khered; Ingy Abdelhalim; Riza Batista-Navarro (WANLP@EMNLP, 2022)

Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection. - Nadine Abdelhalim; Ingy Abdelhalim; Riza Batista-Navarro (ClinicalNLP@ACL, 2023)

UniManc at NADI 2023 Shared Task: A Comparison of Various T5-based Models for Translating Arabic Dialectical Text to Modern Standard Arabic. - Abdullah Salem Khered; Ingy Abdelhalim; Nadine Abdelhalim; Ahmed Soliman; Riza Batista-Navarro (ArabicNLP, 2023)