Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language

1 code implementation • 7 Apr 2024 • Raphaël Merx, Aso Mahmudi, Katrina Langford, Leo Alberto de Araujo, Ekaterina Vylomova

Leveraging a novel corpus derived from a Mambai language manual and additional sentences translated by a native speaker, we examine the efficacy of few-shot LLM prompting for machine translation (MT) in this low-resource context.

Machine Translation Retrieval +1