parallel data
[ˈpærəlɛl ˈdeɪtə]
nounpl: parallel data (uncountable)
dados paralelos
1. Corresponding data in two or more languages, used in machine translation and natural language processing to train bilingual models
The translation system was trained on parallel data consisting of English-French sentence pairs.
O sistema de tradução foi treinado em dados paralelos compostos por pares de frases em inglês-francês.
2. Information that is identical or equivalent across multiple aligned datasets or sources
Researchers collected parallel data from comparable corpora in different languages.
Os pesquisadores coletaram dados paralelos de corpora comparáveis em diferentes idiomas.
3. In computing, data processed simultaneously across multiple processors or systems
The algorithm processes parallel data on distributed computing clusters.
O algoritmo processa dados paralelos em clusters de computação distribuída.
This is a technical term primarily used in computational linguistics, machine translation, and artificial intelligence fields. It has become increasingly important with the rise of neural machine translation and multilingual AI models. The term is used identically in both Brazilian Portuguese and European Portuguese technical communities.
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