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- The latter comprises computer-based translation tools which support translators by providing access to on-line dictionaries, remote terminology databanks, transmission and reception of texts, stores of previously translated texts (‘translation memories’), and integrated resources, commonly referred to as translator workstations or translator workbenches.
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Today, Quoc and his colleagues at Google rolled out a new translation system that uses massive amounts of data and increased processing power to build more accurate translations. The new system, a deep learning model known as neural machine translation, effectively trains itself—and reduces translation errors by up to 87%. "This ...
Machine translation can help online businesses reach customers on a global scale. It automatically translates product descriptions, reviews and even customer support, making it easier for people to understand and buy merchandise.
- Types of Machine Translation
- How Does Machine Translation Work?
- Advantages of Using Machine Translation
- Disadvantages of Using Machine Translation
- Popular Uses For Machine Translation
- Machine Translation Tools
There are different approaches in machine translation for translating text and speech into other languages: rules-based, statistical, hybrid and neural machine translation.
Today we rely on neural machine translation, which uses deep learning to learn new languages and then continuously improve on that knowledge using a specific machine learning method called neural networks, where input data passes through several interconnected nodes to generate an output — similar to the way the human brain works. Neural machine tr...
Modern machine translation tools come with a lot of advantages, including increased productivity, automated learning, lower costs and greater accessibility.
While machine translation has come a long way, and continues to benefit businesses, it still has its flaws, including biased data, the inability to grasp human language and problems with understanding context.
Machine translation typically performs best when the source content is more instructional and straightforward rather than creative, or if the end goal is to get a point across quickly rather than generate a flawless and nuanced translation. “It’s [good for] what we would call ‘gisting,’” Pairaphrase’s Woyde said, “where I want to get the gist of th...
Here are a handful of machine translation tools ushering in a new era of tech-enabled language translation.
- Ellen Glover
- 3 min
- Senior Staff Reporter
Apr 1, 2014 · This chapter describes a selection of computer-aided translation tools, resources, and applications, most commonly employed by translators to help them increase productivity while maintaining high quality in their work.
Oct 11, 2023 · Machine translation is the process of automatically translating text from one natural language to another using a computer application. This means you add text to machine translation software in the source language and let the tool automatically transfer the text to the selected target language.
- VP Strategic & Product Marketing
Machine translation (MT) is the application of computers to the task of translating texts from one natural language to another.
Machine translation can decipher speech or text across different languages through software without human interaction. It is widely implemented in daily life applications, such as Google Language Tool, GoogleTalk, MSN Messenger, and Skype.
