Papers by Nahom Tesfu Ghebremichael
Where Are We? Evaluating LLM Performance on African Languages (2025.acl-long)
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Ife Adebara, Hawau Olamide Toyin, Nahom Tesfu Ghebremichael, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed
| Challenge: | African languages are underrepresented in NLP due to policies that favor foreign languages and create data inequities. |
| Approach: | They integrate theoretical insights on Africa’s language landscape with an empirical evaluation using Sahara datasets. |
| Outcome: | The proposed model improves on a benchmark curated from large-scale, publicly accessible datasets capturing the continent's linguistic diversity. |