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Explore a specialized machine translation engine designed specifically for the gaming industry in this 26-minute conference talk from Databricks. Learn how Tencent's Level Infinite AI Translation addresses the unique challenges of game machine translation, including accurate context interpretation, terminology handling, and adaptation to diverse translation formats and stylistic requirements across different games. Discover how large language models and related technologies enable the engine to capture localized language expression subtleties while optimizing for domain-specific terminology, jargon, and required formats and styles. Examine the practical implementation results from 15 international projects, covering over one billion words across 23 languages, with demonstrated cost savings exceeding 25% for partners. Gain insights into overcoming traditional MT limitations through enhanced context representation and domain knowledge integration, presented by Senior AI researcher Junxuan Huang and Lead Researcher Wenqiang Liu from Tencent's Proxima Beta division.
