Computation and Language · Computer Science
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead
Jesujoba O. Alabi, Michael A. Hedderich, David Ifeoluwa Adelani, Dietrich Klakow
2025-10-03
Computation and Language · Computer Science
Masakhane -- Machine Translation For Africa
Iroro Orife, Julia Kreutzer, Blessing Sibanda, Daniel Whitenack +21
2020-03-26
Computation and Language · Computer Science
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources
Xinyan Velocity Yu, Akari Asai, Trina Chatterjee, Junjie Hu +1
2022-11-29
Computation and Language · Computer Science
The African Stopwords project: curating stopwords for African languages
Chris Emezue, Hellina Nigatu, Cynthia Thinwa, Helper Zhou +18
2023-04-25
Computation and Language · Computer Science
The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP
Sheriff Issaka, Keyi Wang, Yinka Ajibola, Oluwatumininu Samuel-Ipaye +16
2025-10-08
Computation and Language · Computer Science
The Rise of AfricaNLP: A Survey of Contributions, Contributors, Community Impact, and Bibliometric Analysis
Tadesse Destaw Belay, Kedir Yassin Hussen, Sukairaj Hafiz Imam, Ibrahim Said Ahmad +10
2026-04-09
Computation and Language · Computer Science
Bridging Gaps in Natural Language Processing for Yor\`ub\'a: A Systematic Review of a Decade of Progress and Prospects
Toheeb Aduramomi Jimoh, Tabea De Wille, Nikola S. Nikolov
2026-02-25
Computation and Language · Computer Science
AI4D -- African Language Program
Kathleen Siminyu, Godson Kalipe, Davor Orlic, Jade Abbott +14
2021-04-07
Computation and Language · Computer Science
Mafoko: Structuring and Building Open Multilingual Terminologies for South African NLP
Vukosi Marivate, Isheanesu Dzingirai, Fiskani Banda, Richard Lastrucci +8
2025-11-04
Computation and Language · Computer Science
An open access NLP dataset for Arabic dialects : Data collection, labeling, and model construction
ElMehdi Boujou, Hamza Chataoui, Abdellah El Mekki, Saad Benjelloun +2
2021-02-23
Computation and Language · Computer Science
Building low-resource African language corpora: A case study of Kidawida, Kalenjin and Dholuo
Audrey Mbogho, Quin Awuor, Andrew Kipkebut, Lilian Wanzare +1
2025-01-22
Computation and Language · Computer Science
Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages
Colin Leong, Herumb Shandilya, Bonaventure F. P. Dossou, Atnafu Lambebo Tonja +9
2023-03-31
Artificial Intelligence · Computer Science
The State of Large Language Models for African Languages: Progress and Challenges
Kedir Yassin Hussen, Walelign Tewabe Sewunetie, Abinew Ali Ayele, Sukairaj Hafiz Imam +2
2025-06-27
Computation and Language · Computer Science
Improving Multilingual Math Reasoning for African Languages
Odunayo Ogundepo, Akintunde Oladipo, Kelechi Ogueji, Esther Adenuga +2
2025-05-27
Computation and Language · Computer Science
AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages
Hao Yu, Tianyi Xu, Michael A. Hedderich, Wassim Hamidouche +2
2026-05-06
Computation and Language · Computer Science
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets
Israel Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay, Mitiku Yohannes Fuge +5
2024-04-30
Computation and Language · Computer Science
Opportunities and Challenges of Natural Language Processing for Low-Resource Senegalese Languages in Social Science Research
Derguene Mbaye, Tatiana D. P. Mbengue, Madoune R. Seye, Moussa Diallo +6
2026-01-16