3 papers
cs.CL2026
When Distributions Shifts: Causal Generalization for Low-Resource Languages
Mahi Aliyu Aminu, Chisom Chibuike, Fatimo Adebanjo +2
Machine learning models often fail under distribution shifts, a problem exacerbated in low-resource settings where limited data restricts robust generalization. Domain generalizati…
cs.CL2025
AFRICAPTION: Establishing a New Paradigm for Image Captioning in African Languages
Mardiyyah Oduwole, Prince Mireku, Fatimo Adebanjo +3
Multimodal AI research has overwhelmingly focused on high-resource languages, hindering the democratization of advancements in the field. To address this, we present AfriCaption, a…
cs.CL2025
From Scarcity to Efficiency: Investigating the Effects of Data Augmentation on African Machine Translation
Mardiyyah Oduwole, Oluwatosin Olajide, Jamiu Suleiman +9
The linguistic diversity across the African continent presents different challenges and opportunities for machine translation. This study explores the effects of data augmentation…