Is Machine Learning Speaking my Language? A Critical Look at the NLP-Pipeline Across 8 Human Languages. - Esma Wali; Yan Chen; Christopher Mahoney; Thomas Middleton; Marzieh Babaeianjelodar; Mariama Njie; Jeanna Neefe Matthews (CoRR, 2020)

Gender Bias and Under-Representation in Natural Language Processing Across Human Languages. - Yan Chen; Christopher Mahoney; Isabella Grasso; Esma Wali; Abigail Matthews; Thomas Middleton; Mariama Njie; Jeanna N. Matthews (AIES, 2021)

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)

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