Bonaventure F. P. Dossou
Speaker at AMLD Africa 2026 and AMLD Africa 2024
Bonaventure F. P. Dossou is a 3rd-year PhD candidate, AI researcher, author, and technology pioneer with a robust background in mathematics, healthcare, and language technology. He is renowned for integrating Fon, a traditionally underrepresented African language, into Google Translate and for championing the inclusion of marginalized languages on global digital platforms. Recognized by peers worldwide as a rising star in machine learning research, he has a proven track record of delivering impactful talks at top AI conferences spanning both academic and business spheres. He is deeply committed to bridging the gap between advanced technology and practical applications to address global challenges, advance healthcare, and break communication barriers across linguistic and cultural divides.
At AMLD Africa
WITS University, Johannesburg, South Africa
Active Learning for Efficient Low-resource Efficient NLP
United States International University Africa, Nairobi, Kenya
A Study of Acquisition Functions for Medical Imaging Deep Active Learning
Bridging Linguistic Frontiers: Machine Learning & NLP Innovations Empowering African Languages: Challenges, Progress, and Promising Futures
Whether expressed written, spoken, or signed, language is crucial for human communication and ensures understanding between people across regions. With the growing awareness and effort to include more low-resourced languages in NLP research, African languages have recently been a major subject of research in natural language processing. Accounting for more than 31% of living spoken languages, African languages are morphologically, culturally rich, diverse, and low-resourced. Covering a range of topics from (multilingual) machine translation, speech recognition, language modeling, named entity recognition, part-of-speech to datasets, and Lanfrica; in this presentation, I will share my journey into AfricaNLP research, challenges faced, progresses made, and future insights.
