The Role of Orthographic Consistency in Multilingual Embedding Models for Text Classification in Arabic-Script Languages

Abdulhady Abas Abdullah, Amir H. Gandomi, Tarik A Rashid +4

In natural language processing, multilingual models like mBERT and XLM-RoBERTa promise broad coverage but often struggle with languages that share a script yet differ in orthograph…