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Machine Technology Translation

Humans may use mt to help them render text and speech into another language or the mt software may operate without human intervention. Law firms are widely impacted and benefited from machine translation.

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Machine translation systems are applications or online services that use machine learning technologies to translate large amounts of text from and to any of their supported languages.

Machine technology translation. Building statistical translation models is a quick process but the technology relies heavily on existing multilingual corpora. In the discovery process notably there was a need for documentation in the build up to cases which is why machine translations were needed to reduce the time and cost in the legal market. Mt tools are often used to translate vast amounts of information involving millions of words that could not possibly be translated the. Machine translation sometimes referred to by the abbreviation mt not to be confused with computer aided translation machine aided human translation maht or interactive translation is a sub field of computational linguistics that investigates the use of software to translate text or speech from one language to another. In early 2018 microsoft announced the first machine translation system to translate sentences of news articles from chinese to english with the same quality and accuracy as a person. We have all heard of deep learning and artificial neural networks and have likely used solutions based on this technology such as image recognition big data analysis and digital assistants that web giants have integrated into their services. History of our machine translation solutions. Much has been written recently on technology artificial intelligence ai and machine translation mt but very little of it comes in a clear concise format with powerful insights delivered succinctly. As a forward thinking and technology savvy translation company pangeanic wins a post editing contract in 2007 to work for the european commission as mt output post editorsit is at this time when we become acquainted with institutional user needs and re evaluated several commercial mt products we had been using. Neural machine translation nmt. Need for machine translation technology in law firms. Today microsoft translator brings some of these research advances into production as it releases new translation systems for chinese and german from and to english increasing translation quality and expanding. On a basic level mt performs simple substitution of words in one. Lets go back to the origins. Machine translation mt refers to fully automated software that can translate source content into target languages.

Statistical machine translation technology. This is what the memoq trend report 2018 seeks to accomplish with its to the point format. Statistical machine translation utilizes statistical translation models whose parameters stem from the analysis of monolingual and bilingual corpora. The service translates a source text from one language to a different target language. Google neural machine translation gnmt is a neural machine translation nmt system developed by google and introduced in november 2016 that uses an artificial neural network to increase fluency and accuracy in google translate. Gnmt improves on the quality of translation by applying an example based ebmt machine translation method in which the system learns from millions of examples.