Online document translators are focusing on improving accuracy by preserving meaning, tone, and context.Context-aware AI models, particularly transformers, are reshaping the quality and reliability of document translations.Transformers like BERT, mBART, T5, and MarianMT are widely used for high-quality multilingual document translation.These context-aware models excel at maintaining consistency and meaning across paragraphs, especially in longer documents with domain-specific jargon.