UNICEF WCARO NLP Landscape

West and Central Africa Language Technology
Last updated: 2026-04-23
Work in progress. Some data may contain inaccuracies. Contribute on GitHub

ML Collective

Ngo established

Organization Information

Ngo
β€”
medium
established
open
Distributed (US-based)
β€”
mlcollective

Coverage

Description

Non-profit research lab providing research opportunities to independent and underrepresented researchers. Runs multiple African language NLP projects including AfriCaption (image captioning in 20 African languages), data augmentation for African MT, Nigerian language embeddings, and Yoruba QA robustness evaluation. Connected to the NaijaVoices speech dataset initiative. Provides mentorship, compute resources, and publication support to researchers working on African language technology.

πŸ¦„ UNICEF Relevance

AfriCaption covers 8 UNICEF focus languages including Yoruba, Igbo, Hausa, Ewe, Lingala, Nigerian Fulfulde, Dyula, and Bambara β€” the broadest WCA language coverage of any single project. Multimodal AI (image captioning) could support visual content accessibility. Provides research mentorship pipeline for African NLP talent.

Key People

Projects

View all projects β†’

Publications

View all publications β†’

Partnerships

Last updated: 2026-03-31