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Better Literary Translation

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Better Literary Translation: A Multi-Aspect Data Generation and LLM Training Approach

Announce Type: new Abstract: Literary translation poses unique challenges due to the scarcity of high-quality annotated data and the need to balance expression fluency with literary effect. We present a multi-aspect iterative refinement framework that generates high-quality translation references and preference data through specialized LLM translators, each targeting a distinct quality dimension. We leverage the generated data for supervised fine-tuning and reinforcement learning.

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Marjane Satrapi, author of 'Persepolis,' dies at 56

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