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Bonaventure F. P. Dossou
Bonaventure F. P. Dossou
Deep Learning and NLP Research at McGill University & Mila Quebec AI Institute
Verified email at mail.mcgill.ca - Homepage
Title
Cited by
Cited by
Year
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
1852020
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
1712022
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
171*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
1082022
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
972021
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
69*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
452022
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
412022
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
372021
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
272022
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
262023
MMTAfrica: Multilingual machine translation for African languages
CC Emezue, BFP Dossou
Proceedings of the Sixth Conference on Machine Translation, EMNLP 2021, 2022
232022
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
192023
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
172023
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
172021
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, ...
152022
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
132021
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
102023
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
82023
Adapting to the low-resource double-bind: investigating low-compute methods on low-resource African languages
C Leong, H Shandilya, BFP Dossou, AL Tonja, J Mathew, AH Omotayo, ...
arXiv preprint arXiv:2303.16985, 2023
72023
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