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, ... Findings of EMNLP 2020, 2020 | 159 | 2020 |
Biological Sequence Design with GFlowNets M Jain, E Bengio, AH Garcia, J Rector-Brooks, BFP Dossou, C Ekbote, ... International Conference on Machine Learning, 2022, 2022 | 137 | 2022 |
Quality at a glance: An audit of web-crawled multilingual datasets J Kreutzer, I Caswell, L Wang, A Wahab, D van Esch, N Ulzii-Orshikh, ... Transactions of the Association for Computational Linguistics (TACL) 10, 50-72, 2021 | 136* | 2021 |
Nisansa de Silva J Kreutzer, I Caswell, L Wang, A Wahab, D Van Esch, N Ulzii-Orshikh, ... Sakine Çabuk Ballı, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur …, 2022 | 91 | 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 | 82 | 2021 |
Masakhane--Machine Translation For Africa ∀, I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, ... African Natural Language Processing Workshop, ICLR 2020, 2020 | 61* | 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, ... North American Chapter of the Association for Computational Linguistics, 2022, 2022 | 34 | 2022 |
Quality at a glance: An audit of web-crawled multilingual datasets I Caswell, J Kreutzer, L Wang, A Wahab, D van Esch, N Ulzii-Orshikh, ... arXiv e-prints, arXiv: 2103.12028, 2021 | 34 | 2021 |
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 | 27 | 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 | 21 | 2022 |
MMTAfrica: Multilingual machine translation for African languages CC Emezue, BFP Dossou Proceedings of the Sixth Conference on Machine Translation, EMNLP 2021, 2022 | 19 | 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 | 15 | 2023 |
OkwuGb\'e: End-to-End Speech Recognition for Fon and Igbo BFP Dossou, CC Emezue Proceedings of the Fifth Workshop on Widening NLP, EMNLP 2021, 2021 | 14 | 2021 |
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 | 13 | 2023 |
Guyo Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir D Adelani, J Alabi, A Fan, J Kreutzer, X Shen, M Reid, D Ruiter, D Klakow, ... | 12 | 2022 |
FSER: Deep Convolutional Neural Networks for Speech Emotion Recognition BFP Dossou, YKS Gbenou Proceedings of the IEEE International Conference on Computer Vision, 3533-3538, 2021 | 11 | 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 | 8 | 2023 |
FFR v1.1: Fon-French Neural Machine Translation BFP Dossou, CC Emezue Association for Computational Linguistics (ACL) 2020, 83–87, 2020 | 7 | 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 | 6 | 2023 |
MasakhaPOS: part-of-speech tagging for typologically diverse African languages CMB Dione, D Adelani, P Nabende, J Alabi, T Sindane, H Buzaaba, ... arXiv preprint arXiv:2305.13989, 2023 | 5 | 2023 |