Bonaventure F. P. Dossou
16 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Research topics
Machine Learning
(13)
Natural Language Processing
(11)
Learning Types Β· Machine Learning
(11)
Resources & Methods
(7)
Deep Learning
(6)
Applications
(6)
Artificial Intelligence
(5)
Core AI
(4)
Learning Types Β· Deep Learning
(3)
Models
(3)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Speech & Audio
(2)
Learning Paradigms
(2)
Linguistics
(2)
Keywords
african language
(8)
low-resource language
(4)
active learning
(4)
multilingual nlp
(4)
multilingual model
(3)
cross-lingual transfer
(3)
epistemic uncertainty
(3)
data augmentation
(2)
machine translation
(2)
transfer learning
(2)
multilingual language model
(2)
automatic speech recognition
(2)
named entity recognition
(2)
multilingual retrieval
(1)
bayesian inference
(1)
domain adaptation
(1)
benchmark evaluation
(1)
universal dependencies
(1)
neural machine translation
(1)
text classification
(1)
Papers
Active Learning with Non-Uniform Costs for African Natural Language Processing
EACL 2026
Advancing African-Accented English Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models
ACL 2025
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset
ACL 2025
Rethinking Full Finetuning from Pretraining Checkpoints in Active Learning for African Languages
ACL 2025
Towards Open-Ended Discovery for Low-Resource NLP
EMNLP 2025
AfriNames: Most ASR Models "Butcher" African Names
Interspeech 2023
AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages
EMNLP 2023
GFlowOut: Dropout with Generative Flow Networks
ICML 2023
MasakhaNEWS: News Topic Classification for African languages
IJCNLP 2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages
ACL 2023
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages
EMNLP 2022
Biological Sequence Design with GFlowNets
ICML 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
EMNLP 2022
MMTAfrica: Multilingual Machine Translation for African Languages
EMNLP 2021
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
EMNLP 2020