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AfriScience-MT: Towards Decolonizing Science in Africa through Text Translation

The dominance of colonial languages in African education and scientific communication limits how hundreds of millions of speakers of African languages access and produce scientific knowledge. A core obstacle is the lack of established scientific terminology in these languages. We introduce AfriScience-MT, a parallel corpus covering six African languages (Amharic, Hausa, Luganda, Northern Sotho, Yorùbá, and isiZulu) across 11 scientific domains. Professional translators, working with expert science communicators, translated plain-language summaries of scientific papers into each target language and created new terms where none existed. We benchmark machine translation systems and large lan...

AuthorsIdris Abdulmumin, Tajuddeen Gwadabe, Shamsuddeen Hassan Muhammad et al.
Primary categorycs.CL
Published28 May 2026
Last updated at source28 May 2026
cs.CL
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