{"id":8898,"date":"2019-07-16T14:23:45","date_gmt":"2019-07-16T14:23:45","guid":{"rendered":"https:\/\/www.1stopasia.com\/?p=8898"},"modified":"2023-11-14T14:21:08","modified_gmt":"2023-11-14T14:21:08","slug":"neural-machine-translation-what-about-asian-languages","status":"publish","type":"post","link":"https:\/\/www.1stopasia.com\/blog\/neural-machine-translation-what-about-asian-languages\/","title":{"rendered":"Neural Machine Translation! What about Asian languages?"},"content":{"rendered":"<p>Neural machine translation (NMT) is the height of the talk for a few years. The industry is abuzz with news on it and there is hardly a company that has missed the topic. Alongside that, we see companies that completely switch direction, largely invest in the sphere of NMT and demonstrate excellent return on investment (ROI). It looks tempting but let&#8217;s be realistic &#8211; not everyone is ready for such a step and it doesn\u2019t necessarily grant longterm success due to the dynamics in the sector.<\/p>\n<h2>Why is there such fuss over NMT?<\/h2>\n<p>It`s a fact that it saves money and efforts. Basically, it replaces human translators with a nearly human translation quality generated by machines. All that without the need to search for freelancers, deal with people recruitment, emotions management, timetables, and availability issues. But let\u2019s get to the point here, which in our case is: where do we stand with regards to neural machine translation and Asian languages?<\/p>\n<h2>Neural Machine Translation &amp; Asian languages<\/h2>\n<div class=\"atrticle-link right\">Check out how we can help with machine translation for Asian languages<a href=\"https:\/\/www.1stopasia.com\/machine-translation\/\" target=\"_blank\" rel=\"noopener\">Check It Out<\/a><\/div>\n<p>Originally NMT was developed for alphabetic languages like German, French, English, and others of the kind. And here lies one of the main factors to be less successful when it is applied to an Asian language. Most of the Asian languages are logographic, which simply said means character-based. If we have to break them down to a simple formula, here is how that will look for both:<\/p>\n<h2>Alphabetic languages:<\/h2>\n<p>Letters + Letters = Words + Spaces = Sentences<\/p>\n<h2>Logographic languages:<\/h2>\n<p>Strokes + Strokes = Ideographs combined form = Characters combined form = Words + Words = Sentences<\/p>\n<p>These additional steps in the creation of meaningful language, complicate the model that does the actual translation work.<br \/>\nAdd to that the factor of the so-called out-of-vocabulary words (OOV) &#8211; rare words that are not added in advance in the translation memory &#8211; and you will be having quite the difficult task to solve. The accuracy reached is good for casual use and helps to ease communication when one is abroad but if it comes to professional translation, it is not enough.<\/p>\n<h2>How NMT works for Asian languages<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-8901 alignright\" style=\"border: 1px solid #dfdfdf;\" src=\"https:\/\/www.1stopasia.com\/wp-content\/uploads\/2019\/07\/Neural-machine-translation2-300x169.jpg\" alt=\"Neural Machine Translation\" width=\"300\" height=\"169\" \/>The latest researches are mainly focused on improving the accuracy of NMT for Asian languages. Simply explained what the methods do is to break into smaller parts the components of each language, feed them to a corpus and afterward assess the combinations in order to provide the meaningful words for the final output. We won\u2019t go into details of the whole theoretical part here, we only intended to touch-base, so you know what lies beneath the surface.<\/p>\n<h2>In conclusion<\/h2>\n<p>New technologies have always been fascinating for us throughout the years. After all thanks to technology we are, where we stand nowadays. We are looking forward to seeing where the neural machine translation will go regarding <a href=\"https:\/\/www.1stopasia.com\/blog\/asian-languages-mixed-with-english\/\">Asian languages<\/a> as the results it shows with the rest of them is amazing. However, one thing we love is the human touch and as old-fashioned, as it might seem, currently the this is what adds the shine to a well-done translation in Asian languages.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Neural machine translation (NMT) is the height of the talk for a few years. The industry is abuzz with news on it and there is hardly a company that has missed the topic. Alongside that, we see companies that completely switch direction, largely invest in the sphere of NMT and demonstrate excellent return on investment&hellip;&nbsp;<a href=\"https:\/\/www.1stopasia.com\/blog\/neural-machine-translation-what-about-asian-languages\/\" rel=\"bookmark\">Read More &raquo;<span class=\"screen-reader-text\">Neural Machine Translation! What about Asian languages?<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":10248,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[217,218,111],"tags":[],"class_list":["post-8898","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-translation-and-localization","category-project-management-and-technology","category-industry-related"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Neural Machine Translation! 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The industry is abuzz with news on it and there is hardly a company that has...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.1stopasia.com\/blog\/neural-machine-translation-what-about-asian-languages\/\" \/>\n<meta property=\"og:site_name\" content=\"Pulse of Asia\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/1StopAsia\" \/>\n<meta property=\"article:published_time\" content=\"2019-07-16T14:23:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-14T14:21:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.1stopasia.com\/blog\/wp-content\/uploads\/2020\/02\/Neural-machine-translation2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"360\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Gergana Toleva\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@1stopasia\" \/>\n<meta name=\"twitter:site\" content=\"@1stopasia\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Gergana Toleva\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.1stopasia.com\\\/blog\\\/neural-machine-translation-what-about-asian-languages\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.1stopasia.com\\\/blog\\\/neural-machine-translation-what-about-asian-languages\\\/\"},\"author\":{\"name\":\"Gergana Toleva\",\"@id\":\"https:\\\/\\\/www.1stopasia.com\\\/blog\\\/#\\\/schema\\\/person\\\/a97c828d575a55d7701ce5fd3cb221d0\"},\"headline\":\"Neural Machine Translation! 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