Machine translation

Uncommon card · No. 167201

Machine translation is the use of computational techniques to translate text or speech from one language to another, including the contextual, idiomatic, and pragmatic nuances of both languages. While some language models are capable of generating comprehensible results, machine translation tools remain limited by the complexity of language and emotion, often lacking depth and semantic precision. Its quality is influenced by linguistic, grammatical, tonal, and cultural differences, making it inadequate to replace real translators fully. Effective improvement in translation quality requires understanding of target society's customs and historical context, and human intervention and visual cues remain necessary in simultaneous interpretation. On the other hand, domain-specific customization, such as for technical documentation or official texts, can yield more stable results, and is commonly employed in multilingual websites and professional databases. Initial approaches were mostly rule...

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