Developing Effective Bemba-English Translation Tools: Challenges and Opportunities

Abstract - Translation between Bemba, a major Bantu language, and English presents unique linguistic, cultural, and technological challenges. This research explores the structural differences between Bemba and English, identifies common translation issues, and examines strategies to improve translation quality. The study draws on linguistic analysis, case studies, and evaluation of existing translation tools. Findings highlight the importance of understanding cultural context, grammatical structures, and lexical gaps. Furthermore, the research suggests methods for enhancing machine translation performance for Bemba, contributing towards the development of more inclusive language technologies. Key words : Bemba, Bantu, linguistic analysis, grammatical structures, and lexical gaps