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cs.CL2025
Where Are We? Evaluating LLM Performance on African Languages
Ife Adebara, Hawau Olamide Toyin, Nahom Tesfu Ghebremichael +2
Africa's rich linguistic heritage remains underrepresented in NLP, largely due to historical policies that favor foreign languages and create significant data inequities. In this p…
cs.CL2024
Toucan: Many-to-Many Translation for 150 African Language Pairs
AbdelRahim Elmadany, Ife Adebara, Muhammad Abdul-Mageed
We address a notable gap in Natural Language Processing (NLP) by introducing a collection of resources designed to improve Machine Translation (MT) for low-resource languages, with…
cs.CL2024
Interplay of Machine Translation, Diacritics, and Diacritization
Wei-Rui Chen, Ife Adebara, Muhammad Abdul-Mageed
We investigate two research questions: (1) how do machine translation (MT) and diacritization influence the performance of each other in a multi-task learning setting (2) the effec…