Roadblocks in Gender Bias Measurement for Diachronic Corpora. - Saied Alshahrani; Esma Wali; Abdullah R. Alshamsan; Yan Chen; Jeanna N. Matthews (LChange@ACL, 2022)

Learning From Arabic Corpora But Not Always From Arabic Speakers: A Case Study of the Arabic Wikipedia Editions. - Saied Alshahrani; Esma Wali; Jeanna Matthews (WANLP@EMNLP, 2022)

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

CIDAR: Culturally Relevant Instruction Dataset For Arabic. - Zaid Alyafeai; Khalid Almubarak; Ahmed Ashraf; Deema Alnuhait; Saied Alshahrani; Gubran A. Q. Abdulrahman; Gamil Ahmed; Qais Gawah; Zead Saleh; Mustafa Ghaleb; Yousef Ali; Maged Saeed AlShaibani (ACL (Findings), 2024)

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

Leveraging Corpus Metadata to Detect Template-based Translation: An Exploratory Case Study of the Egyptian Arabic Wikipedia Edition. - Saied Alshahrani; Hesham Haroon; Ali Elfilali; Mariama Njie; Jeanna Matthews (CoRR, 2024)

Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion. - Jianqing Zhu; Huang Huang; Zhihang Lin; Juhao Liang; Zhengyang Tang; Khalid Almubarak; Mosen Alharthi; Bang An 004; Juncai He 001; Xiangbo Wu; Fei Yu; Junying Chen; et al. (ACL (1), 2025)

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)

BALSAM: A Platform for Benchmarking Arabic Large Language Models. - Rawan N. Al-Matham; Kareem Darwish; Raghad Al-Rasheed; Waad Alshammari; Muneera Alhoshan; Amal Almazrua; Asma Al Wazrah; Mais Alheraki; Firoj Alam; Preslav Nakov; Norah Alzahrani; Eman Albilali; et al. (CoRR, 2025)