{"id":2922,"date":"2020-05-09T20:06:50","date_gmt":"2020-05-09T18:06:50","guid":{"rendered":"https:\/\/www.martina-ikert.com\/2020\/05\/09\/what-does-neural-machine-translation-nmt-mean\/"},"modified":"2022-08-04T11:24:32","modified_gmt":"2022-08-04T09:24:32","slug":"what-does-neural-machine-translation-nmt-mean","status":"publish","type":"post","link":"https:\/\/www.martina-ikert.com\/en\/2020\/05\/09\/what-does-neural-machine-translation-nmt-mean\/","title":{"rendered":"What does neural machine translation (NMT) mean?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2922\" class=\"elementor elementor-2922\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cb6be71 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cb6be71\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fd60fec\" data-id=\"fd60fec\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c079db4 elementor-widget elementor-widget-text-editor\" data-id=\"c079db4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\tThe method, which first appeared in 2014, is based on networks that are modelled on the neuronal structure of the human brain. The special feature of the method can be most clearly seen in comparison to statistical machine translation (SMT): In SMT, large quantities of translated texts are compared before the actual translation and the source and target texts are assigned to each other based on frequency and transferred to a virtual dictionary with grammar rules. These word pairs form the basis of statistical machine translation.\r\n\r\nNMT also analyses bilingual texts, with the difference that, thanks to an artificial neural network, grammatical correlations between the source and target language are implicitly recorded. In this way, word dependencies can be recognised and correctly reproduced, especially in longer sentences. The readability of neuronal machine-translated texts is already apparently better than that of statistical texts.\r\n\r\n\r\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f858c1f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f858c1f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5cd053d\" data-id=\"5cd053d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7370b34 elementor-aspect-ratio-169 elementor-widget elementor-widget-video\" data-id=\"7370b34\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/o3RDCSJH2oo&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;,&quot;aspect_ratio&quot;:&quot;169&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-fit-aspect-ratio elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The method, which first appeared in 2014, is based on networks that are modelled on the neuronal structure of the human brain. The special feature of the method can be most clearly seen in comparison to statistical machine translation (SMT): In SMT, large quantities of translated texts are compared before the actual translation and the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2867,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[58],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.14 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What does neural machine translation (NMT) mean? : \u00dcbersetzungen Spanisch-Englisch-Deutsch<\/title>\n<meta name=\"description\" content=\"The method, which first appeared in 2014, is based on networks that are modelled on the neuronal structure of the human brain. The special feature of the\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.martina-ikert.com\/en\/2020\/05\/09\/what-does-neural-machine-translation-nmt-mean\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What does neural machine translation (NMT) mean? : \u00dcbersetzungen Spanisch-Englisch-Deutsch\" \/>\n<meta property=\"og:description\" content=\"The method, which first appeared in 2014, is based on networks that are modelled on the neuronal structure of the human brain. 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