Blinded Radiologist and LLM-Based Evaluation of LLM-Generated Japanese Translations of Chest CT Reports: Comparative Study

A study comparing human-edited and large language model (LLM)-generated Japanese translations of chest CT reports found that while LLMs were often rated as natural and fluent by the models themselves, there was significant disagreement between radiologists regarding the quality and authenticity of these translations. This highlights the need for expert review alongside automated evaluations when using LLM-generated medical translations in educational contexts.

Read the full article at arXiv cs.CL (NLP)

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