LLMs can be pushed toward document-level, context-aware translation that reformulates text for target language norms, but current approaches need refinement to consistently improve translation quality beyond basic accuracy.
This paper explores whether large language models can move beyond sentence-by-sentence translation to handle whole documents with cultural and stylistic adaptation.