| Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1742 | 2023 |
| Participatory research for low-resourced machine translation: A case study in african languages W Nekoto, V Marivate, T Matsila, T Fasubaa, T Kolawole, T Fagbohungbe, ... arXiv preprint arXiv:2010.02353, 2020 | 184 | 2020 |
| The gem benchmark: Natural language generation, its evaluation and metrics S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ... arXiv preprint arXiv:2102.01672, 2021 | 158 | 2021 |
| Bayesian structure learning with generative flow networks T Deleu, A Góis, C Emezue, M Rankawat, S Lacoste-Julien, S Bauer, ... Uncertainty in Artificial Intelligence, 518-528, 2022 | 135 | 2022 |
| MasakhaNER: Named entity recognition for African languages DI Adelani, J Abbott, G Neubig, D D’souza, J Kreutzer, C Lignos, ... Transactions of the Association for Computational Linguistics 9, 1116-1131, 2021 | 93 | 2021 |
| Naijasenti: A nigerian twitter sentiment corpus for multilingual sentiment analysis SH Muhammad, DI Adelani, S Ruder, IS Ahmad, I Abdulmumin, BS Bello, ... arXiv preprint arXiv:2201.08277, 2022 | 83 | 2022 |
| Masakhane--Machine Translation For Africa I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, JT Ali, ... arXiv preprint arXiv:2003.11529, 2020 | 67 | 2020 |
| A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation DI Adelani, JO Alabi, A Fan, J Kreutzer, X Shen, M Reid, D Ruiter, ... arXiv preprint arXiv:2205.02022, 2022 | 44 | 2022 |
| AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages BFP Dossou, AL Tonja, O Yousuf, S Osei, A Oppong, I Shode, ... arXiv preprint arXiv:2211.03263, 2022 | 41 | 2022 |
| MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition DI Adelani, G Neubig, S Ruder, S Rijhwani, M Beukman, C Palen-Michel, ... arXiv preprint arXiv:2210.12391, 2022 | 26 | 2022 |
| Masakhanews: News topic classification for african languages DI Adelani, M Masiak, IA Azime, J Alabi, AL Tonja, C Mwase, O Ogundepo, ... arXiv preprint arXiv:2304.09972, 2023 | 25 | 2023 |
| BLOOM: A 176b-parameter open-access multilingual language model. CoRR, abs/2211.05100, 2022. doi: 10.48550 T Le Scao, A Fan, C Akiki, E Pavlick, S Ilic, D Hesslow, R Castagné, ... arXiv preprint arXiv.2211.05100 10, 0 | 24 | |
| MMTAfrica: Multilingual Machine Translation for African Languages CC Emezue, BFP Dossou Proceedings of the Sixth Conference on Machine Translation, 398-411, 2021 | 23 | 2021 |
| BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus J Meyer, DI Adelani, E Casanova, A Öktem, DWJ Weber, S Kabongo, ... arXiv preprint arXiv:2207.03546, 2022 | 21 | 2022 |
| Gflowout: Dropout with generative flow networks D Liu, M Jain, BFP Dossou, Q Shen, S Lahlou, A Goyal, N Malkin, ... International Conference on Machine Learning, 21715-21729, 2023 | 19 | 2023 |
| Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources A McMillan-Major, Z Alyafeai, S Biderman, K Chen, F De Toni, G Dupont, ... arXiv preprint arXiv:2201.10066, 2022 | 18 | 2022 |
| OkwuGb\'e: End-to-End Speech Recognition for Fon and Igbo BFP Dossou, CC Emezue arXiv preprint arXiv:2103.07762, 2021 | 17 | 2021 |
| AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR T Olatunji, T Afonja, A Yadavalli, CC Emezue, S Singh, BFP Dossou, ... Transactions of the Association for Computational Linguistics 11, 1669-1685, 2023 | 16 | 2023 |
| FFR v1. 1: Fon-French neural machine translation CC Emezue, FPB Dossou Proceedings of the Fourth Widening Natural Language Processing Workshop, 83-87, 2020 | 16 | 2020 |
| Afriqa: Cross-lingual open-retrieval question answering for african languages O Ogundepo, TR Gwadabe, CE Rivera, JH Clark, S Ruder, DI Adelani, ... arXiv preprint arXiv:2305.06897, 2023 | 9 | 2023 |