Research and Development of a Manchu-Chinese Intelligent Machine Translation System

Abstract: ［Purpose/Significance］The preservation and utilization of Manchu archives confront significant challenges. The development of an intelligent Manchu-Chinese machine translation system based on the Transformer model holds profound importance for the inheritance of endangered linguistic and cultural heritage. ［Method/Process］Leveraging the Transformer-based neural machine translation architecture and optimizing the model according to the linguistic characteristics of Manchu, the system incorporates self-learning and memory mechanisms, continuously improving translation accuracy through iterative optimization.［Result/Conclusion］The Transformer-based Manchu-Chinese machine translation system achieves efficient cross-lingual conversion, addressing a critical technological gap in Manchu language information processing. This system demonstrates substantial application value in the digitization of Manchu archives and Manchu-Han cultural exchange, providing an innovative technological solution for the preservation and transmission of minority languages.