Performance Implications of Using Unrepresentative Corpora in Arabic Natural Language Processing. - Saied Alshahrani; Norah Alshahrani; Soumyabrata Dey; Jeanna Matthews (ArabicNLP, 2023)

Arabic Synonym BERT-based Adversarial Examples for Text Classification. - Norah Alshahrani; Saied Alshahrani; Esma Wali; Jeanna Matthews (EACL (Student Research Workshop), 2024)

Mind the Gap: A Review of Arabic Post-Training Datasets and Their Limitations. - Mohammed Alkhowaiter; Norah Alshahrani; Saied Alshahrani; Reem I. Masoud; Alaa Alzahrani; Deema Alnuhait; Emad A. Alghamdi; Khalid Almubarak (CoRR, 2025)