Language technology / community sentiment and hate speechAfrican language technology and content moderationParticipation documented

NaijaNLP

Lagos, Nigeria

NaijaNLP develops corpora and lexicons for Hausa, Yoruba, and Igbo through Masakhane’s collaborative community-based model.

ubuntudecolonizationinclusive designdata collectionlabelingmodel trainingevaluation
Overview
Region
Africa
Lead organization
Masakhane
Organization type
grassroots community network
Technology group
sentiment and hate speech NLP datasets
Activity status
active
Start year
2021
Last updated
Mar 25, 2026
Participation documentation
Participation mode
community corpus and lexicon creation
Participants
language community contributors; annotators; researchers
Methods
crowdsourcing; lexicon building; collaborative dataset development
AI lifecycle stages
data collection; labeling; model training; evaluation
Evidence summary
NaijaNLP develops corpora and lexicons for Hausa, Yoruba, and Igbo through Masakhane’s collaborative community-based model.
Atlas assessment
Core · High confidence · evidence grade A
Uncertainty
Public evidence indicates that stakeholders directly shaped AI design, data, deployment, evaluation, or oversight; residual uncertainty concerns the exact degree of shared decision power rather than project existence.
Project details
Participation group
Community Led
Technology description
sentiment and hate speech NLP datasets
Funding
Not documented
Region of activity
multi-country
Verification status
Live Verified

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