masakhane

Masakhane Web is a translation web application for solely African Languages.

A deterministic, lightweight heuristic pipeline for auditing and sanitizing parallel corpora in low-resource African language translation.

Masakhane swahili ner data prepossessed to support training in the spacy pipeline

An open corpus for the endangered and underrepresented languages of East Africa

This project implements Part-of-Speech (POS) tagging system for Swahili (Kiswahili), a morphologically rich African language. By utilizing Transfer Learning from multilingual transformer models (specifically Afro-XLMR) on datasets from the Masakhane POS project.

Reproducible African cross-lingual QA on AfriQA, examining how training-schedule choices affect direct mT5 performance through paired-seed evaluation, a controlled schedule study, and a translation baseline.