Bloom: A 176b-parameter open-access multilingual language model BS Workshop, TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, ... arXiv preprint arXiv:2211.05100, 2022 | 739 | 2022 |
The gem benchmark: Natural language generation, its evaluation and metrics S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ... arXiv preprint arXiv:2102.01672, 2021 | 118 | 2021 |
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 | 113 | 2020 |
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 | 65 | 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 | 51 | 2021 |
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 | 45 | 2020 |
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 | 43 | 2022 |
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 | 19 | 2022 |
MMTAfrica: Multilingual Machine Translation for African Languages CC Emezue, BFP Dossou Proceedings of the Sixth Conference on Machine Translation, 398-411, 2021 | 14 | 2021 |
Ffr v1. 1: Fon-french neural machine translation CC Emezue, FPB Dossou Proceedings of the The Fourth Widening Natural Language Processing Workshop …, 2020 | 13 | 2020 |
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 | 9 | 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 | 9 | 2022 |
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 | 9 | 2022 |
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 | 9 | 2022 |
OkwuGb\'e: End-to-End Speech Recognition for Fon and Igbo BFP Dossou, CC Emezue arXiv preprint arXiv:2103.07762, 2021 | 8 | 2021 |
FFR v1. 1: Fon-French Neural Machine Translation BFP Dossou, CC Emezue arXiv preprint arXiv:2006.09217, 2020 | 6 | 2020 |
Lanfrica: A Participatory Approach to Documenting Machine Translation Research on African Languages CC Emezue, BFP Dossou arXiv preprint arXiv:2008.07302, 2020 | 5 | 2020 |
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 | 4 | 2023 |
Crowdsourced Phrase-Based Tokenization for Low-Resourced Neural Machine Translation: The Case of Fon Language BFP Dossou, CC Emezue arXiv preprint arXiv:2103.08052, 2021 | 4 | 2021 |
Machine Learning for Healthcare: A Bibliometric Study of Contributions from Africa H Turki, A Pouris, FAM Ifeanyichukwu, C Namayega, MAH Taieb, ... Preprints, 2023 | 3 | 2023 |