AIBullisharXiv – CS AI · 14h ago6/10
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Loong: A Human-Like Long Document Translation Agent with Observe-and-Act Adaptive Context Selection
Researchers introduce Loong, an AI agent designed to improve long document translation by selectively retrieving relevant context from a 3E memory module rather than processing all available information. The system uses reinforcement learning to optimize context selection and demonstrates significant translation quality improvements across multiple language pairs, achieving gains up to 13 points on standard evaluation metrics.