neural translation
[ˈnʊrəl trænsˈleɪʃən]
nounpl: neural translations
tradução neural
1. A machine translation approach that uses artificial neural networks, particularly deep learning models, to translate text from one language to another by learning patterns from large bilingual datasets
Neural translation has significantly improved the quality of automated translations compared to traditional rule-based systems.
A tradução neural melhorou significativamente a qualidade das traduções automatizadas em comparação com os sistemas baseados em regras tradicionais.
2. A specific type of neural machine translation (NMT) that employs encoder-decoder architectures or transformer models to process and generate translations
Google Translate switched to neural translation technology to provide more fluent and contextually appropriate translations.
O Google Tradutor mudou para a tecnologia de tradução neural para fornecer traduções mais fluentes e contextualmente apropriadas.
Neural translation is a modern technical term that emerged with the advancement of artificial intelligence and deep learning in the 2010s. It has become increasingly important in both Brazil and the United States as major technology companies like Google, Microsoft, and Meta have invested heavily in NMT systems. The term is used primarily in academic, professional, and tech industry contexts across both Portuguese and English-speaking communities.
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