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Initiatives

Every week we have more ideas, and more impromptu projects that emerge. Keen on any initiatives? Join our slack and find the respective group.

Working on a Masakhane initiative that is not listed here? Please add it with a PR ❤️

Keen to help on any of these initiatives? Please see our message board

Initiative Description Slack Group
Benchmarks Continued expansion and iterations on our language benchmarks as documented on the main GitHUB README #benchmarks
Dataset Creation We never have enough data. More is always needed. We have a number of members finding creative ways to build datasets. #datasetcreation
Reproducibility The goal is to ensure reproducibility and comparability of models and results. #reproducibility
Takalani NLP Development of Language Models for South African languages #takalani-nlp
Wazobia Yoruba, Igbo, Hausa and Nigerian languages NMT #wazobia
Multilingual Chatbot Developing multilingual chatbots #multilingual-dialogue
Transfer Learning Transfer Learning & Multilingual Expansion of Benchmarks #transfer-learning
Evaluation of Masakhane Models How good are the Masakhane models? How can we measure it, besides looking at BLEU scores? #evaluation
Open Virtual Assistant Let's build an open virtual assistant that speaks African languages. #open-virtual-assistant