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Reverso is a website specializing in automated translation and language learning assistance, offering online dictionaries, context translation, spell checking, and synonym search.
Neural machine translation ( NMT) is an approach to machine translation that uses an artificial neural network to predict the likelihood of a sequence of words, typically modeling entire sentences in a single integrated model.
Upload file; Special pages; ... Translation Notes ... Used before the anglicized version of a word or name. For example, "Terra Mariae, anglice, ...
Literal translation, direct translation, or word-for-word translation is a translation of a text done by translating each word separately without looking at how the words are used together in a phrase or sentence.
The field of machine translation has seen major changes in the 2000s. A large amount of research was done into statistical machine translation and example-based machine translation. In the area of speech translation, research was focused on moving from domain-limited systems to domain-unlimited translation systems.
At the foundation of example-based machine translation is the idea of translation by analogy. When applied to the process of human translation, the idea that translation takes place by analogy is a rejection of the idea that people translate sentences by doing deep linguistic analysis. Instead, it is founded on the belief that people translate by first decomposing a sentence into certain ...
The idea behind statistical machine translation comes from information theory. A document is translated according to the probability distribution that a string in the target language (for example, English) is the translation of a string in the source language (for example, French).
Both transfer-based and interlingua-based machine translation have the same idea: to make a translation it is necessary to have an intermediate representation that captures the "meaning" of the original sentence in order to generate the correct translation. In interlingua-based MT this intermediate representation must be independent of the languages in question, whereas in transfer-based MT ...