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Bonaventure F. P. Dossou
Bonaventure F. P. Dossou
Deep Learning and NLP Research at McGill University & Mila Quebec AI Institute
Adresse e-mail validée de mail.mcgill.ca - Page d'accueil
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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
124*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, ...
Findings of EMNLP 2020, 2020
1242020
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
722022
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
662022
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
592021
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
49*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
232022
MMTAfrica: Multilingual machine translation for African languages
CC Emezue, BFP Dossou
Proceedings of the Sixth Conference on Machine Translation, EMNLP 2021, 2022
172022
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
152022
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
102022
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
102021
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, ...
92022
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
82023
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
72021
FFR v1.1: Fon-French Neural Machine Translation
BFP Dossou, CC Emezue
Association for Computational Linguistics (ACL) 2020, 83–87, 2020
62020
Crowdsourced phrase-based tokenization for low-resourced neural machine translation: The case of fon language
BFP Dossou, CC Emezue
African Natural Language Processing Workshop, EACL 2021, 2021
52021
Lanfrica: A participatory approach to documenting machine translation research on African languages
CC Emezue, BFP Dossou
Montreal AI Ethics 2021, 2020
52020
MasakhaNEWS: News Topic Classification for African languages
DI Adelani, M Masiak, IA Azime, JO Alabi, AL Tonja, C Mwase, ...
arXiv preprint arXiv:2304.09972, 2023
42023
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
32023
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
32023
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