Low-Resource Machine Translation of Yoruba Text to Nigerian Pidgin Using NLLB-200 and Parameter-Efficient Fine-Tuning
The development of a translation system for Yoruba to Nigerian Pidgin is presented, which addresses a critical gap in African natural language processing and demonstrates the efficacy of parameter-efficient adaptation strategies in democratizing translation technologies for underrepresented, non-standardized linguistic...