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Grammar–translation classes are usually conducted in the students' native language. Grammatical rules are learned deductively; students learn grammar rules by rote, [6] and then practice the rules by doing grammar drills and translating sentences to and from the target language. More attention is paid to the form of the sentences being ...
Google Translate is a multilingual neural machine translation service developed by Google to translate text, documents and websites from one language into another. It offers a website interface, a mobile app for Android and iOS, as well as an API that helps developers build browser extensions and software applications. [3]
It was developed as a reaction to the grammar-translation method and is designed to take the learner into the domain of the target language in the most natural manner. The main objective is to impart a perfect command of a foreign language. The main focus is to make the learner process phrases and vocabulary in the targeted language.
In 1987, Robert B. Allen demonstrated the use of feed-forward neural networks for translating auto-generated English sentences with a limited vocabulary of 31 words into Spanish. In this experiment, the size of the network's input and output layers was chosen to be just large enough for the longest sentences in the source and target language ...
Transfer-based machine translation was similar to interlingual machine translation in that it created a translation from an intermediate representation that simulated the meaning of the original sentence. Unlike interlingual MT, it depended partially on the language pair involved in the translation.
The increased demand included many learners who struggled with traditional methods such as grammar translation, which involves the direct translation of sentence after sentence as a way to learn the language. Those methods assumed that students aimed to master the target language and were willing to study for years before expecting to use the ...
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