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- Machine translation uses AI to automatically translate text and speech from one language to another. It relies on natural language processing and deep learning to understand the meaning of a given text and translate it without the need for human translators.
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Machine or automated translation is the process whereby computer software takes an original (source) text, splits it into words and phrases (segments), and finds and replaces these with words and phrases in another language (target).
Feb 13, 2024 · Machine translation uses AI to automatically translate text and speech from one language to another. It relies on natural language processing and deep learning to understand the meaning of a given text and translate it without the need for human translators.
- Ellen Glover
- Senior Staff Reporter
Machine translation is the process of using artificial intelligence to automatically translate text from one language to another without human involvement. Modern machine translation goes beyond simple word-to-word translation to communicate the full meaning of the original language text in the target language.
How Does Machine Translation Work? Utilizing AI, machine translation automatically converts text and speech from one language to another. This technology banks on natural language processing and deep learning to grasp the essence of a text and render it into various languages.
Machine translation is use of either rule-based or probabilistic (i.e. statistical and, most recently, neural network-based) machine learning approaches to translation of text or speech from one language to another, including the contextual, idiomatic and pragmatic nuances of both languages.
Aug 7, 2019 · Unlike the traditional phrase-based translation system which consists of many small sub-components that are tuned separately, neural machine translation attempts to build and train a single, large neural network that reads a sentence and outputs a correct translation.
Jun 23, 2021 · Jun 23, 2021. -- What is Machine Translation? It certainly has nothing to do with hiring an intelligent robot — but it’s as close as you can get. When referring to Machine Translation...
