{"id":246166,"date":"2023-05-04T10:25:49","date_gmt":"2023-05-04T14:25:49","guid":{"rendered":"https:\/\/www.motionpoint.com\/?post_type=resources&#038;p=246166"},"modified":"2025-01-31T10:10:32","modified_gmt":"2025-01-31T15:10:32","slug":"what-is-ai-translation","status":"publish","type":"resources","link":"https:\/\/www.motionpoint.com\/resources\/what-is-ai-translation\/","title":{"rendered":"How to Use AI Translation for Websites"},"template":"","class_list":["post-246166","resources","type-resources","status-publish","hentry"],"acf":{"translate_this_resources":"YES","seo_video_embed_id":"","seo_social_image":{"ID":246171,"id":246171,"title":"SEO-OG-AI-Page","filename":"SEO-OG-AI-Page.jpg","filesize":279368,"url":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/SEO-OG-AI-Page.jpg","link":"https:\/\/www.motionpoint.com\/resources\/what-is-ai-translation\/seo-og-ai-page\/","alt":"","author":"33893","description":"","caption":"","name":"seo-og-ai-page","status":"inherit","uploaded_to":246166,"date":"2023-05-04 16:06:19","modified":"2023-05-04 16:06:19","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.motionpoint.com\/wp-includes\/images\/media\/default.png","width":2000,"height":1046,"sizes":{"thumbnail":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/SEO-OG-AI-Page-150x150.jpg","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/SEO-OG-AI-Page-300x157.jpg","medium-width":300,"medium-height":157,"medium_large":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/SEO-OG-AI-Page-768x402.jpg","medium_large-width":768,"medium_large-height":402,"large":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/SEO-OG-AI-Page-1024x536.jpg","large-width":1024,"large-height":536,"1536x1536":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/SEO-OG-AI-Page-1536x803.jpg","1536x1536-width":1536,"1536x1536-height":803,"2048x2048":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/SEO-OG-AI-Page.jpg","2048x2048-width":2000,"2048x2048-height":1046}},"seo_hero_image":{"ID":246175,"id":246175,"title":"What-is-AI-Translation","filename":"What-is-AI-Translation.jpg","filesize":141931,"url":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/What-is-AI-Translation.jpg","link":"https:\/\/www.motionpoint.com\/resources\/what-is-ai-translation\/what-is-ai-translation-2\/","alt":"","author":"2","description":"","caption":"","name":"what-is-ai-translation-2","status":"inherit","uploaded_to":246166,"date":"2023-05-04 17:26:16","modified":"2023-05-04 17:26:16","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.motionpoint.com\/wp-includes\/images\/media\/default.png","width":2000,"height":876,"sizes":{"thumbnail":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/What-is-AI-Translation-150x150.jpg","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/What-is-AI-Translation-300x131.jpg","medium-width":300,"medium-height":131,"medium_large":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/What-is-AI-Translation-768x336.jpg","medium_large-width":768,"medium_large-height":336,"large":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/What-is-AI-Translation-1024x449.jpg","large-width":1024,"large-height":449,"1536x1536":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/What-is-AI-Translation-1536x673.jpg","1536x1536-width":1536,"1536x1536-height":673,"2048x2048":"https:\/\/www.motionpoint.com\/wp-content\/uploads\/What-is-AI-Translation.jpg","2048x2048-width":2000,"2048x2048-height":876}},"hero_header_text":"What is AI Translation?\u00a0","hero_sub_header_text":"Learn about the future of website translation in light of AI and other machine learning tools.","intro_header_text":"","intro_content_text":"","content_header_1":"What is AI Translation?","content_block_1":"<p><span data-contrast=\"none\">We have been surrounded by AI for some time now. Think about the GPS you bought in 2010 to travel across the country. Consider the robot vacuum that cleans your kitchen. Also, there\u2019s the facial recognition you use to unlock your phone.<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559737&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">We sometimes think of AI as an undefinable, complicated super-tool. It\u00a0doesn\u2019t\u00a0always have to look like JARVIS\u00a0from Iron Man, building suits and controlling an entire home.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559738&quot;:360,&quot;335559739&quot;:360,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><a href=\"\/contact\/\" class=\"button button-secondary color-gray marg-vert-medium\">Get a Free Demo of AI Translation <\/a><\/p>\n","content_header_2":"The Evolution of AI","content_block_2":"<p><span class=\"TextRun Highlight SCXW133593798 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133593798 BCX0\">Artificial Intelligence (AI) started in the 1940s. However, AI research really grew in the 1950s and 1960s. Early AI research focused on creating algorithms for problem-solving using symbolic reasoning. However, progress was slow. This was due to limited computing power.<\/span><\/span><\/p>\n<p><span data-contrast=\"none\">In the 1980s, a new approach to AI called &#8220;machine learning&#8221; emerged, which allowed algorithms to learn from data instead of being explicitly programmed. This approach led to breakthroughs in areas such as speech recognition, computer vision, and natural language processing.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun Highlight SCXW38142500 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW38142500 BCX0\">In the 1990s and 2000s, the rise of the internet and the availability of large datasets fueled the development of machine learning algorithms that could handle massive amounts of data. This led to deep learning, a part of machine learning. It uses neural networks to learn <\/span><span class=\"NormalTextRun SCXW38142500 BCX0\">different levels<\/span><span class=\"NormalTextRun SCXW38142500 BCX0\"> of data<\/span><span class=\"NormalTextRun SCXW38142500 BCX0\">.<\/span><\/span><\/p>\n<p><span data-contrast=\"none\">Interest in AI has grown recently. This is because of better deep learning techniques, more powerful computers, and the availability of large amounts of data.<\/span> <span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559737&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Now in the 2020s,\u00a0<\/span><a href=\"https:\/\/www.motionpoint.com\/blog\/ai-translation-how-will-chatgpt-impact-the-future-of-the-translation-industry\/\"><span data-contrast=\"none\">AI tools like ChatGPT<\/span><\/a><span data-contrast=\"none\">\u00a0are becoming widespread. ChatGPT is being adopted and tolerated as a machine translation tool. As the ways we use artificial intelligence grow, the quality and accuracy of translations will improve.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:360,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n","content_header_3":"What are the Benefits of AI Translation for Businesses?","content_block_3":"<p><span data-contrast=\"none\">AI translation has quickly developed congruently with other general AI technology. The global investment in artificial intelligence <\/span><a href=\"https:\/\/www.statista.com\/statistics\/941137\/ai-investment-and-funding-worldwide\/\"><span data-contrast=\"none\">grew<\/span><\/a><span data-contrast=\"none\"> from $12.75 billion in 2015 to $67.8 billion in 2020. Similarly, the machine translation market is continuing to grow by approximately <\/span><a href=\"https:\/\/www.industryresearch.co\/machine-translation-market-14988919\"><span data-contrast=\"none\">19% every year<\/span><\/a><span data-contrast=\"none\">.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun Highlight SCXW38397656 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW38397656 BCX0\">AI translation can help you <\/span><\/span><a class=\"Hyperlink SCXW38397656 BCX0\" href=\"https:\/\/www.motionpoint.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Highlight Underlined SCXW38397656 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW38397656 BCX0\" data-ccp-charstyle=\"Hyperlink\">translate your website<\/span><\/span><\/a><span class=\"TextRun Highlight SCXW38397656 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW38397656 BCX0\"> and achieve your goals more easily. For instance, AI translation helped eBay\u00a0<\/span><\/span><a class=\"Hyperlink SCXW38397656 BCX0\" href=\"https:\/\/olinblog.wustl.edu\/wp-content\/uploads\/2019\/05\/SSRN-id3210383.pdf?_ga=2.154387902.702901824.1557909289-193950373.1557909289\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Highlight Underlined SCXW38397656 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW38397656 BCX0\" data-ccp-charstyle=\"Hyperlink\">increase its sales by 10.9%.<\/span><\/span><\/a><span class=\"TextRun Highlight SCXW38397656 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW38397656 BCX0\">\u00a0This is possible thanks to AI powered translation.\u00a0By automating translation, businesses can:<\/span><\/span><\/p>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Calibri\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559684&quot;:-1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Reach a Wider Audience:<\/span><\/b><span data-contrast=\"none\"> With the help of AI translation, businesses can easily translate their content into multiple languages, making it accessible to a wider audience. This can help businesses to expand their reach and increase their customer base.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"Calibri\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559684&quot;:-1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Save Money:<\/span><\/b><span data-contrast=\"none\"> AI translation reduces human translation costs, typically the most expensive part of website translation.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"Calibri\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559684&quot;:-1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Get Faster Turnaround:<\/span><\/b><span data-contrast=\"none\"> AI translation can be done much faster than human translation, allowing businesses to quickly translate their content and respond to market demands in a timely manner.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"Calibri\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559684&quot;:-1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><strong><span class=\"TextRun Highlight SCXW121480653 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW121480653 BCX0\">Serve Customers Better:<\/span><\/span><\/strong><span class=\"TextRun Highlight SCXW121480653 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW121480653 BCX0\">\u00a0By translating their content into multiple languages, businesses can provide a better customer experience for their multilingual customers. Customers prefer product information in their own languages. 76% like to shop in their language, and 40% <\/span><span class=\"NormalTextRun SCXW121480653 BCX0\">won&#8217;t<\/span><span class=\"NormalTextRun SCXW121480653 BCX0\"> buy from a site that uses a different language. This can help to build trust and loyalty among customers<\/span><span class=\"NormalTextRun SCXW121480653 BCX0\">.<\/span><\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"Calibri\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559684&quot;:-1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><strong><span class=\"TextRun Highlight SCXW92484682 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun AdvancedProofingIssueV2Themed SCXW92484682 BCX0\">Gain Competitive Advantage:<\/span><\/span><\/strong><span class=\"TextRun Highlight SCXW92484682 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun AdvancedProofingIssueV2Themed SCXW92484682 BCX0\"><strong>\u00a0<\/strong>Businesses that are able to offer content in multiple languages have a competitive advantage in global markets.<\/span><span class=\"NormalTextRun SCXW92484682 BCX0\"> AI translation helps businesses quickly translate their content, giving them an advantage over competitors who cannot provide translations<\/span><span class=\"NormalTextRun SCXW92484682 BCX0\">.<\/span><\/span><span class=\"TextRun SCXW92484682 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW92484682 BCX0\">\u00a0\u00a0<\/span><\/span><span class=\"EOP SCXW92484682 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559737&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"none\">In summary, AI translation can help businesses to expand their reach, save money on translation costs, improve efficiency, and provide a better customer experience. This can ultimately lead to increased sales and a stronger position in the global market.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.motionpoint.com\/adaptive-translation\/\"><span data-contrast=\"none\">Learn about how Adaptive Translation\u2122 can get you all these benefits<\/span><\/a><\/p>\n","content_header_4":"Types of AI Translation Technologies","content_block_4":"<h3><span data-contrast=\"none\">Statistical Machine Translation (SMT)<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span class=\"TextRun Highlight SCXW46417690 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW46417690 BCX0\">Statistical Machine Translation (SMT) is a way for computers to translate text. It uses math models to change text from one language to another. SMT looks at a lot of bilingual text. It learns how words and phrases in one language match those in another language<\/span><span class=\"NormalTextRun SCXW46417690 BCX0\">.<\/span><\/span><\/p>\n<p><span data-contrast=\"none\">SMT typically consists of three main components:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Translation model: This component uses statistical models to determine how words and phrases in one language correspond to words and phrases in another language. The translation model is trained on a large corpus of bilingual texts, which allows it to learn the statistical patterns of language use.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Language model: This component generates the target language text by predicting the most likely sequence of words based on the source language input. The language model is trained on monolingual text in the target language, allowing it to learn the probability of different word sequences in that language.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Decoding algorithm: This component selects the best translation output from a set of possible translations generated by the translation and language models.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">SMT has several advantages over other machine translation approaches, such as rule-based machine translation. SMT does not require expert knowledge in linguistics, and it can adapt to new domains and language pairs with minimal human intervention. SMT is also able to handle a wide range of text types and genres, from technical manuals to literary works.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">However, SMT has some limitations. It can struggle with translating idiomatic expressions, metaphors, and other nuances of language. It also requires large amounts of bilingual data to train the models, which can be difficult to obtain for less commonly spoken languages or specialized domains.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">In recent years, SMT has mostly been replaced by <\/span><a href=\"https:\/\/www.motionpoint.com\/resources\/translation\/e-book-on-neural-machine-translation-technology\/\"><span data-contrast=\"none\">neural machine translation<\/span><\/a><span data-contrast=\"none\"> (NMT). NMT uses deep learning to make translations better. SMT is still an important method for machine translation.<\/span> <span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559737&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">This is especially true for languages with few resources. It is also useful in specific fields where there is not much training data.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:360,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n","content_header_5":"Adaptive Translation\u2122: How MotionPoint Uses AI for Website Translation","content_block_5":"<p><span data-contrast=\"none\">MotionPoint\u2019s new <\/span><a href=\"https:\/\/www.motionpoint.com\/adaptive-translation\/\"><span data-contrast=\"none\">Adaptive Translation\u2122<\/span><\/a><span data-contrast=\"none\"> model combines translation memory, algorithmic translation, and artificial intelligence to deliver human-quality translation at a fraction of the cost. Our AI translation strategy involves using Neural Machine Translation to optimize outcomes.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Neural Machine Translation (NMT) is an advanced method that uses deep neural networks to translate text between different languages. NMT is different from Statistical Machine Translation (SMT). NMT uses neural networks to learn how languages connect. SMT relies on statistical models instead.<\/span> <span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559737&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">During training, researchers train NMT models on large amounts of bilingual text data using a process called backpropagation. The model learns to improve a specific goal. This goal is to maximize the chances of getting the right translation from the source language input.<\/span><span data-contrast=\"none\">\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:360,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">NMT requires large amounts of training data and computational resources, which can be a limitation for low-resource languages or smaller organizations with limited computing resources. NMT also struggles with rare or unknown words and can sometimes generate translations that are ungrammatical or semantically incorrect.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">In recent years, NMT has become the dominant approach to machine translation, and it has achieved state-of-the-art performance on several benchmarks. Researchers continue to explore new architectures and techniques to improve the performance of NMT models, such as incorporating external knowledge sources or leveraging unsupervised learning methods.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><a class=\"button button-secondary color-gray marg-vert-medium\" href=\"\/contact\/\">Get a Free Demo of Adaptive Translation<\/a><\/p>\n<h3><span data-contrast=\"none\">Generic NMTs<\/span><\/h3>\n<p><span data-contrast=\"none\">Generic NMTs are basic AI translation tools, like ChatGPT, that produce basic translated sentence and word pairs. While the outputs may be mostly accurate, they are considered below standard because they are simply word-for-word and lack customization. However, they tend to be a less expensive option.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><span data-contrast=\"none\">Brand Adaptive NMTs<\/span><\/h3>\n<p><span data-contrast=\"none\">Brand-Adaptive NMT models are trained and customized to each customer\u2019s brand voice and preferences. It uses existing translation memory data, domain-relevant datasets, and our proprietary data processing pipeline to provide you with custom translations that better match your brand\u2019s glossary in other languages.<\/span><\/p>\n","content_section_6":"","content_header_6":"","content_block_6":"","content_header_7":"The Advantages and Disadvantages of AI Translation","content_block_7":"<p><a href=\"https:\/\/www.motionpoint.com\/blog\/unlocking-the-unrealized-benefits-of-ai-in-enterprise-localization\/\"><span data-contrast=\"none\">Using AI translation<\/span><\/a><span data-contrast=\"auto\"> boasts some pretty important benefits for companies looking to translate quickly and accurately.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3><span data-contrast=\"none\">Pros<\/span><\/h3>\n<ul>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Speed: One of the main advantages of using AI in translation is that it can work much faster than human translators. This means that large volumes of text can be translated quickly and efficiently, which can be useful in a variety of situations, such as translating legal documents, technical manuals, or website content.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Cost: AI translation can be more cost-effective than hiring human translators, especially for large translation projects. While there is a cost associated with training the AI system, once it is trained, it can work 24\/7 without needing breaks or payment for overtime.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Consistency: AI translation can provide more consistent translations than human translators. Since AI systems follow a set of rules and algorithms, they are less likely to make errors or deviate from the intended meaning of the text.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3><span data-contrast=\"none\">Cons<\/span><\/h3>\n<p><span data-contrast=\"auto\">AI in translation has some amazing benefits, but it doesn\u2019t come without its limitations.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"o\" data-font=\"Courier New\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:1440,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Courier New&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;o&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"2\"><span data-contrast=\"none\">Quality: While AI translation has improved greatly in recent years, it still cannot match the quality of a human translator, especially when it comes to more nuanced or creative translations. This is because AI systems often struggle with context, idiomatic expressions, and other subtleties of language.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"o\" data-font=\"Courier New\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:1440,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Courier New&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;o&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"2\"><span data-contrast=\"none\">Cultural Differences: Language is not just about translating words, it&#8217;s also about understanding culture, customs, and values. AI systems may not always understand these nuances, which can lead to translations that are not appropriate or accurate for the target audience.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"o\" data-font=\"Courier New\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:1440,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Courier New&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;o&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"2\"><span data-contrast=\"none\">Limited languages: Not all languages are supported by AI translation systems, and even for those that are, the quality may vary depending on the language pair. This can limit the usefulness of AI translation in certain regions or for certain languages.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Overall, AI translation has the potential to greatly improve the speed, consistency, and cost-effectiveness of your projects. However, it may not be suitable for all types of translations, and the quality may not match that of a human translator, especially for more complex or creative translations.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.motionpoint.com\/resources\/translation\/machine-translation-vs-human-translation-evaluating-the-key-differences\/\"><span data-contrast=\"none\">Learn about the differences between human and machine translation<\/span><\/a><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n","content_header_8":"The Future of AI Translation for Websites","content_block_8":"<p><span data-contrast=\"none\">AI translation helps improve website translation. However, human translation and editing are still necessary. They correct errors and make sure the content feels local and relevant to the audience.<\/span> <span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559737&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">AI cannot replace human touch, but it helps human linguists do their jobs better. It also allows translation companies to offer higher quality at a lower cost to customers.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:360,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Human translators can actually benefit from AI translation assistance by using tools that provide real-time suggestions and edits. Some AI tools are also able to offer metrics on translated texts that analyze the quality of the translation. It&#8217;s clear that combining the benefits of both human and machine translation will lead us to the best outcome possible.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.motionpoint.com\/contact\/\"><span data-contrast=\"none\">Learn how you can leverage AI translation tools by partnering with MotionPoint<\/span><\/a><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n","content_header_9":"","content_block_9":"","content_header_10":"","content_block_10":"","content_header_11":"","content_block_11":"","content_header_12":"","content_block_12":"","content_header_13":"","content_block_13":"","meta_title":"What is AI Translation?","meta_description":"Learn about how artificial intelligence is changing the way websites are translated","meta_keywords":"AI, technology, translation, localization, ChatGPT"},"_links":{"self":[{"href":"https:\/\/www.motionpoint.com\/wp-json\/wp\/v2\/resources\/246166","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.motionpoint.com\/wp-json\/wp\/v2\/resources"}],"about":[{"href":"https:\/\/www.motionpoint.com\/wp-json\/wp\/v2\/types\/resources"}],"wp:attachment":[{"href":"https:\/\/www.motionpoint.com\/wp-json\/wp\/v2\/media?parent=246166"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}