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Jinhyuk Choi

June 17, 2025

5

Translation Agent

The Agent Translator is an innovative machine translation system that significantly enhances translation accuracy by assigning distinct translator and manager roles to multiple extensible LLMs.

Translation Agent

The Agent Translator upgrades machine translation with a clever team of LLMs: one takes on the role of the manager, setting the direction, while the other is the diligent translator who gets the job done. The manager ensures every nuance is captured, and the translator delivers with precision. Together, they don’t just translate—they create translations that feel natural and perfectly in tune with the context and culture, making your message resonate like it was meant for the target audience.

Setting a New Standard in Translation

The Agent Translator was developed to address the quality issues that traditional translation systems often encounter. By leveraging two models with complementary roles, the final translations are more accurate and natural. This approach sets a new benchmark for translation quality, surpassing what conventional systems can offer.

The Evolution of Collaborative AI Translation

This translation system is not a one-step process but involves continuous feedback and improvement through the distinct roles of translator and manager. This iterative process enhances both the accuracy and fluency of the translation, ultimately delivering results comparable to those produced by human translators.