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Bonaventure F. P. Dossou
Bonaventure F. P. Dossou
Deep Learning and NLP Research at McGill University & Mila Quebec AI Institute
在 mail.mcgill.ca 的电子邮件经过验证 - 首页
标题
引用次数
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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
1592020
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
1372022
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
912022
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
822021
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
342022
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
342021
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
272022
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
212022
MMTAfrica: Multilingual machine translation for African languages
CC Emezue, BFP Dossou
Proceedings of the Sixth Conference on Machine Translation, EMNLP 2021, 2022
192022
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
152023
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
142021
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
132023
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, ...
122022
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
112021
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
82023
FFR v1.1: Fon-French Neural Machine Translation
BFP Dossou, CC Emezue
Association for Computational Linguistics (ACL) 2020, 83–87, 2020
72020
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
62023
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
52023
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