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20212025
most citedMasakhaNEWS: News Topic Classification for African languages

4 citations · 13 across the 11 of their papers we have counts for

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cs.CL2025★ 1 cited

The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages

Jenalea Rajab, Anuoluwapo Aremu, Everlyn Asiko Chimoto +12

This paper presents the Esethu Framework, a sustainable data curation framework specifically designed to empower local communities and ensure equitable benefit-sharing from their l…

cs.CL2024

Mitigating Translationese in Low-resource Languages: The Storyboard Approach

Garry Kuwanto, Eno-Abasi E. Urua, Priscilla Amondi Amuok +21

Low-resource languages often face challenges in acquiring high-quality language data due to the reliance on translation-based methods, which can introduce the translationese effect…

cs.CL2024

Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects

Orevaoghene Ahia, Anuoluwapo Aremu, Diana Abagyan +5

Yorùbá an African language with roughly 47 million speakers encompasses a continuum with several dialects. Recent efforts to develop NLP technologies for African languages have foc…

cs.CL2024

Does Generative AI speak Nigerian-Pidgin?: Issues about Representativeness and Bias for Multilingualism in LLMs

David Ifeoluwa Adelani, A. Seza Doğruöz, Iyanuoluwa Shode +1

Nigeria is a multilingual country with 500+ languages. Naija is a Nigerian Pidgin spoken by approximately 120M speakers and it is a mixed language (e.g., English, Portuguese, Yorub…

cs.CL2023

AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages

Jiayi Wang, David Ifeoluwa Adelani, Sweta Agrawal +55

Despite the recent progress on scaling multilingual machine translation (MT) to several under-resourced African languages, accurately measuring this progress remains challenging, s…

cs.CL2023★ 2 cited

NaijaRC: A Multi-choice Reading Comprehension Dataset for Nigerian Languages

Anuoluwapo Aremu, Jesujoba O. Alabi, Daud Abolade +3

In this paper, we create NaijaRC: a new multi-choice Reading Comprehension dataset for three native Nigeria languages that is based on high-school reading comprehension examination…