{"id":7732,"date":"2024-05-16T11:49:25","date_gmt":"2024-05-16T11:49:25","guid":{"rendered":"https:\/\/sam-xlation.de\/machine-translation\/"},"modified":"2024-07-23T15:12:55","modified_gmt":"2024-07-23T15:12:55","slug":"machine-translation","status":"publish","type":"page","link":"https:\/\/sam-xlation.de\/en\/machine-translation\/","title":{"rendered":"Machine translation"},"content":{"rendered":"<section class=\"l-section wpb_row height_custom with_slider\"><div class=\"l-section-slider\"><div class=\"w-slider style_none fit_cover nav_none count_3\"><div class=\"w-slider-h\" aria-hidden=\"true\"><div class=\"royalSlider\"><div class=\"rsContent\"><a class=\"rsImg\" data-rsw=\"1500\" data-rsh=\"650\" href=\"https:\/\/sam-xlation.de\/wp-content\/uploads\/2023\/03\/Asiaschirme-1500x650-2.jpg\"><span data-alt=\"\"><\/span><\/a><\/div><div class=\"rsContent\"><a class=\"rsImg\" data-rsw=\"1500\" data-rsh=\"470\" href=\"https:\/\/sam-xlation.de\/wp-content\/uploads\/2023\/03\/Container-1-1500x470-1.jpg\"><span data-alt=\"\"><\/span><\/a><\/div><div class=\"rsContent\"><a class=\"rsImg\" data-rsw=\"1500\" data-rsh=\"650\" href=\"https:\/\/sam-xlation.de\/wp-content\/uploads\/2023\/03\/Buch-1500x650-1.jpg\"><span data-alt=\"\"><\/span><\/a><\/div><\/div><img decoding=\"async\" src=\"https:\/\/sam-xlation.de\/wp-content\/uploads\/2023\/03\/Asiaschirme-1500x650-2.jpg\" width=\"1500\" height=\"650\" alt loading=\"lazy\"><\/div><div class=\"w-slider-json\" onclick='return {&quot;autoScaleSlider&quot;:true,&quot;addActiveClass&quot;:true,&quot;loop&quot;:true,&quot;fadeInLoadedSlide&quot;:false,&quot;slidesSpacing&quot;:0,&quot;imageScalePadding&quot;:0,&quot;numImagesToPreload&quot;:2,&quot;arrowsNav&quot;:false,&quot;arrowsNavAutoHide&quot;:false,&quot;transitionType&quot;:&quot;fade&quot;,&quot;transitionSpeed&quot;:1000,&quot;block&quot;:{&quot;moveEffect&quot;:&quot;none&quot;,&quot;speed&quot;:300},&quot;thumbs&quot;:{&quot;fitInViewport&quot;:false,&quot;firstMargin&quot;:false,&quot;spacing&quot;:4},&quot;controlNavigation&quot;:&quot;none&quot;,&quot;autoplay&quot;:{&quot;enabled&quot;:true,&quot;pauseOnHover&quot;:false,&quot;delay&quot;:3000},&quot;autoScaleSliderWidth&quot;:1500,&quot;autoScaleSliderHeight&quot;:650}'><\/div><\/div><\/div><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_custom\" style=\"height:40vh\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_medium\"><\/div><div class=\"wpb_text_column us_custom_929c0455 us_animate_this\"><div class=\"wpb_wrapper\"><p>machine <span style=\"color: #c7d100;\">translation<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_2 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\" style=\"--columns-gap:2.4rem;\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_medium\"><\/div><div class=\"wpb_text_column us_custom_1fd650f8 us_animate_this\"><div class=\"wpb_wrapper\"><p>Machine Translation (MT) is a fascinating branch of computational linguistics that captivates both linguists and computer scientists alike. For the translation industry, advancements in MT and the accompanying increase in automation present new opportunities to enhance productivity and remain future-proof. With the globalization-driven increase in demand for information and documentation, machine translation has become an indispensable prerequisite for intercultural communication. It is now a vital component in the world of language service providers and localization experts, and we have been successfully employing it when explicitly requested to do so by our clients.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column us_custom_c455bd87 us_animate_this\"><div class=\"wpb_wrapper\"><h6>ISO 18587 certification<\/h6>\n<p>In May 2024, we received <a href=\"https:\/\/sam-xlation.de\/wp-content\/uploads\/2024\/07\/Zertifikat-ISO-18587_2018-300524007-SAM-Xlation-GmbH-de.pdf\" target=\"_blank\" rel=\"noopener\">ISO 18587<\/a> certification for <strong>post-editing of machine translation services<\/strong>. This certification confirms that, alongside human translation, we employ future technologies such as Artificial Intelligence to the highest quality standards in our translation services.<\/p>\n<p>The <a href=\"https:\/\/iso18587.de\/\" target=\"_blank\" rel=\"noopener\">ISO 18587 certification<\/a> standardizes the following essential processes, which are firmly anchored in our workflow and guarantee consistent quality:<\/p>\n<ul>\n<li>Project preparation<\/li>\n<li>Production process<\/li>\n<li>Post-editing<\/li>\n<\/ul>\n<p>For further information, please feel free to contact us.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-tabs us_custom_4a593b65 us_animate_this accordion toggle_style_1 has_scrolling\" style=\"--sections-title-size:20px;--sections-gap:0.5rem;\"><div class=\"w-tabs-sections titles-align_none icon_chevron cpos_right\"><div class=\"w-tabs-section has_text_color\" id=\"l9dd\" style=\"background:var(--color-header-top-bg);color:#545454;\"><button type=\"button\" class=\"w-tabs-section-header with_icon\" aria-controls=\"content-l9dd\" aria-expanded=\"false\"><i class=\"fad fa-book-open\"><\/i><div class=\"w-tabs-section-title\">More about machine translation<\/div><div class=\"w-tabs-section-control\"><\/div><\/button><div  class=\"w-tabs-section-content\" id=\"content-l9dd\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column us_custom_a5c88937\"><div class=\"wpb_wrapper\"><h5>Machine translation methods<\/h5>\n<p>Since the inception of MT research, various approaches and methods have emerged in the development of MT systems, differing significantly in strategy and complexity. The two primary approaches are the traditional <em>linguistic approach<\/em>, which relies on linguistic rules and multilingual dictionaries, and the <em>statistics-based approach<\/em>, developed through digital progress, which bases translation on the mathematical calculation of statistical probabilities.<\/p>\n<p>A new milestone is the <em>neural machine translation<\/em>, still under research and development. Like the statistics-based MT, it utilizes extensive data from bilingual text corpora and uses artificial neural networks and training data to learn the relationships between the source and target languages to make translation decisions.<\/p>\n<h5>Machine translation within the company<\/h5>\n<p>The use of machine translation, particularly statistics-based and neural MT, is gaining increasing importance. Combined with the well-established translation memory technology in the translation sector, it offers enormous potential for a high-quality approach. MT systems are specifically trained with the language resources already available in most companies (translation memories, glossaries, etc.), which then serve as a validation basis for machine-generated translation decisions. <\/p>\n<p>The interface between powerful MT systems and available translation memory resources opens up potential for new translation solutions. Especially in today\u2019s world, where product launch times (time-to-market) are becoming shorter and shorter, the use of high-performance and reliable MT systems for the translation of documents such as technical documentation, operating instructions and product information has become essential. <\/p>\n<p>Many of the MT systems currently used in the translation industry can also be individually adapted to the company-specific requirements and demands of customers (translation style, language and domain-specific specialist content, terminology) and integrated into their own standardized and automated translation environments. When introducing a customized MT solution, it is therefore particularly important to analyze and evaluate the selection of the right MT system and its implementation in day-to-day business, as well as the economic objectives and the requirements of the MT service spectrum.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"g-cols wpb_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\" style=\"--columns-gap:3rem;\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_small\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"g-cols wpb_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\" style=\"--columns-gap:3rem;\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_small\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto with_img parallax_fixed\"><div class=\"l-section-img\" role=\"img\" aria-label=\"Image\" data-img-width=\"1500\" data-img-height=\"470\" style=\"background-image: url(https:\/\/sam-xlation.de\/wp-content\/uploads\/2023\/03\/Content-1500x470-1.jpg);background-position: top center;background-repeat: no-repeat;\"><\/div><div class=\"l-section-overlay\" style=\"background:rgba(51,51,51,0.25)\"><\/div><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_custom laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\" style=\"--custom-columns:1fr 4fr 1fr \"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_huge\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_huge\"><\/div><div class=\"wpb_text_column us_custom_fc43d0c5\"><div class=\"wpb_wrapper\"><p style=\"text-align: left;\">Post-editing \u2013 an integral part of the translation process<\/p>\n<\/div><\/div><div class=\"w-separator size_huge\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_large\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\" id=\"post-editing\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_2 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_custom\" style=\"height:10px\"><\/div><div class=\"wpb_text_column us_custom_a650c022 has_text_color\" id=\"post\"><div class=\"wpb_wrapper\"><p style=\"text-align: left;\">Post-<span style=\"color: #c7d100;\">Editing<\/span><\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column us_custom_1169cc91\"><div class=\"wpb_wrapper\"><p>Depending on the source document and calculated project costs, the various applications of machine translation (technical documents, manuals, digital content) must consider the guidelines of <a href=\"https:\/\/iso18587.de\/\" target=\"_blank\" rel=\"noopener\">DIN ISO 18587<\/a> and different levels of post-editing. Sometimes raw translations without linguistic correctness are sufficient to understand the core message. For other translations (e.g. published documents), light to full post-editing is recommended to achieve a high-quality end product. While the degree of post-editing always depends on the client&#8217;s objectives and quality requirements, post-editing must always be understood as an integral part of the entire machine translation process, involving all participants in the MT project from the start.<\/p>\n<\/div><\/div><\/div><\/div><div class=\"wpb_column vc_column_container us_custom_c385cfd7 has_bg_color\"><div class=\"vc_column-overlay\" style=\"background:var(--color-content-border)\"><\/div><div class=\"vc_column-inner\"><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column us_custom_6de0b67e\"><div class=\"wpb_wrapper\"><h5>Our ISO 18587-compliant services<\/h5>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-iconbox us_custom_07735194 iconpos_left style_default color_primary align_left no_title\"><div class=\"w-iconbox-icon\" style=\"font-size:1.2rem;\"><i class=\"fad fa-check\"><\/i><\/div><div class=\"w-iconbox-meta\"><div class=\"w-iconbox-text\"><p>Reviewing the source documentation for suitability for machine translation in terms of content, target audience and purpose, with pre-editing if necessary<\/p>\n<\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:20px\"><\/div><div class=\"w-iconbox us_custom_07735194 iconpos_left style_default color_primary align_left no_title\"><div class=\"w-iconbox-icon\" style=\"font-size:1.2rem;\"><i class=\"fad fa-check\"><\/i><\/div><div class=\"w-iconbox-meta\"><div class=\"w-iconbox-text\"><p>Linguistic\/formal preparation of the source text to improve MT results and facilitate post-editing, including spell check and formatting<\/p>\n<\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:20px\"><\/div><div class=\"w-iconbox us_custom_07735194 iconpos_left style_default color_primary align_left no_title\"><div class=\"w-iconbox-icon\" style=\"font-size:1.2rem;\"><i class=\"fad fa-check\"><\/i><\/div><div class=\"w-iconbox-meta\"><div class=\"w-iconbox-text\"><p>Creation and\/or optimization of language resources (translation memories, glossaries) as a basis for building a customer- and subject-specific MT engine<\/p>\n<\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:20px\"><\/div><div class=\"w-iconbox us_custom_07735194 iconpos_left style_default color_primary align_left no_title\"><div class=\"w-iconbox-icon\" style=\"font-size:1.2rem;\"><i class=\"fad fa-check\"><\/i><\/div><div class=\"w-iconbox-meta\"><div class=\"w-iconbox-text\"><p>Light post-editing for readability and content comprehension or full post-editing for grammar, punctuation and style based on client-specific terminology<\/p>\n<\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:20px\"><\/div><div class=\"w-iconbox us_custom_07735194 iconpos_left style_default color_primary align_left no_title\"><div class=\"w-iconbox-icon\" style=\"font-size:1.2rem;\"><i class=\"fad fa-check\"><\/i><\/div><div class=\"w-iconbox-meta\"><div class=\"w-iconbox-text\"><p>Use of qualified, native-speaking post-editors in accordance with the processes and guidelines of the post-editing standard <a href=\"https:\/\/iso18587.de\/\" target=\"_blank\" rel=\"noopener\">DIN ISO 18587<\/a><\/p>\n<\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:15px\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto with_img parallax_fixed\"><div class=\"l-section-img\" role=\"img\" aria-label=\"Image\" data-img-width=\"1500\" data-img-height=\"650\" style=\"background-image: url(https:\/\/sam-xlation.de\/wp-content\/uploads\/2023\/03\/Content-1-1500x650-1.jpg);background-position: bottom center;background-repeat: no-repeat;\"><\/div><div class=\"l-section-overlay\" style=\"background:rgba(51,51,51,0.25)\"><\/div><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_custom laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\" style=\"--custom-columns:1fr 4fr 1fr \"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_medium\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_huge\"><\/div><div class=\"wpb_text_column us_custom_cf0b7a51\"><div class=\"wpb_wrapper\"><blockquote>\n<p>Machine Translations \u2013 with or without post-editing \u2013 are conducted exclusively in consultation with our clients.<\/p>\n<\/blockquote>\n<\/div><\/div><div class=\"w-separator size_huge\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-overlay\" style=\"background:var(--color-header-top-bg)\"><\/div><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column us_custom_3f8ecbd3 has_text_color\"><div class=\"wpb_wrapper\"><p style=\"text-align: center;\">Any <span style=\"color: #c7d100;\">questions?<\/span><\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column us_custom_9714452d\"><div class=\"wpb_wrapper\"><p style=\"text-align: center;\">Questions about machine translation, post-editing, language combinations, subject areas, file formats, an upcoming translation project, or your internal workflows in general? We can look back on 30 years of experience in the translation and localization sector and work with you to develop customized solutions and optimized workflows for your company and your translation projects.<\/p>\n<\/div><\/div><div class=\"w-separator size_medium\"><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"machine translation Machine Translation (MT) is a fascinating branch of computational linguistics that captivates both linguists and computer scientists alike. For the translation industry, advancements in MT and the accompanying increase in automation present new opportunities to enhance productivity and remain future-proof. With the globalization-driven increase in demand for information and documentation, machine translation has...","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-7732","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SAM Xlation GmbH| Machine translation<\/title>\n<meta name=\"description\" content=\"Machine translation has become an integral part of the translation industry. 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