neural machine translation
[ˈnʊrəl məˈʃiːn trænzˈleɪʃən]
nounpl: neural machine translations
tradução automática 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 parallel corpora
Neural machine translation has significantly improved the quality of automated translations compared to statistical methods.
A tradução automática neural melhorou significativamente a qualidade das traduções automatizadas em comparação com métodos estatísticos.
2. An AI-based translation system that processes entire sentences or documents as a whole rather than word-by-word, using encoder-decoder architectures or transformer models
Google Translate switched to neural machine translation in 2016, resulting in more contextually accurate translations.
O Google Tradutor migrou para tradução automática neural em 2016, resultando em traduções mais contextualmente precisas.
Neural machine translation is a rapidly evolving field primarily associated with Silicon Valley tech companies and international AI research centers. In Brazil, the term is widely used in academic computer science departments and by tech companies developing multilingual applications. The technology has become culturally significant as it enables better cross-linguistic communication in increasingly globalized societies, though it still faces challenges with idioms, cultural references, and specialized terminology.
Related Idioms & Phrases
leveraging neural machine translation for real-time communication
breaking language barriers through neural machine translation
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