A Study of Mechanism of Ai Empowered Adaptive Cross Cultural Narrative Text Gen eration: Taking International Communication of Excellent Spiritual Heritage of Heilongjiang as an Example

Abstract

In the context of cultural exchange and mutual learning, the global dissemination of cultural heritage has emerged as a critical theme. However, the challenges such as cultural barriers and narrative rigidity hinder its international reach. This study focuses on Heilongjiang’s excellent spiritual heritage as an example to explore how AI-empowered text generation can bridge these gaps in international communication. The research proposes a four-phase framework: cultural decoding, narrative reconstruction, human-AI collaboration, and effect verification. It is found out that AI-empowered cross-cultural narrative adaptation is conducive to optimizing intercultural communication. The author hopes that this study could provide theoretical and practical insights for the Belt and Road Initiative’s cultural exchanges and offer actionable models to serve the reform of foreign language education.