Translate
Amazon Translate is a text translation service based on machine learning.
It translates text from a native language to other languages one word at a time, also being able to infer the source language (but you can override it).
Amazon Translate can also offer language independence for other AWS services: you might have other services such as Comprehend, Transcribe and Poly which operate on information, Translate offers the ability for these services to operate in a language independent way.
Translation
Now the translation process is actually two parts: * The encoder reads the source text and outputs a semantic representation. I’s not always about direct translation of the same words between two different languages. * The decoder reads in that meaning and then writes to the target language.
Translate uses the attention mechanism to understand context. It helps decide which words in source text are the most relevant for generating the target output, ensuring that the whole process correctly translates any ambiguous words or phrases.