Author

Millicent Ochieng

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#natural language process... Preprint Oct 2026

Latent Core Tokenizer: Compress, but Meaningfully

Tokenizers are commonly optimized for compression, but a compact vocabulary does not necessarily distribute its capacity evenly across languages. We introduce the Latent Core Tokenizer (LCT), a language-agnostic approach that separates structural discovery from vocabulary construction. LCT uses Minimum Description Leng...

Felermino D. M. A. Ali, Millicent Ochieng, O. Ekwejunor-Etchie et al. · 0 citations

#natural language process... Review Aug 2026

Toward Cultural Alignment: Human-Centered Evaluation of Multimodal AI Stories Across Five African Communities

It is found that cultural alignment depends not simply on recognizable cultural markers, but on how those markers fit social, linguistic, procedural, and visual context, and how those markers fit social, linguistic, procedural, and visual context.

Millicent Ochieng, F. D. M. A. Ali, Elizabeth A. Ankrah et al. · 0 citations