{"id":12694,"date":"2025-04-07T09:49:26","date_gmt":"2025-04-07T07:49:26","guid":{"rendered":"https:\/\/trialoog.taltech.ee\/suured-keelemudelid-loid-keeleteadlase-pahviks\/"},"modified":"2025-04-22T18:13:52","modified_gmt":"2025-04-22T16:13:52","slug":"suured-keelemudelid-loid-keeleteadlase-pahviks","status":"publish","type":"post","link":"https:\/\/trialoog.taltech.ee\/en\/suured-keelemudelid-loid-keeleteadlase-pahviks\/","title":{"rendered":"The capabilities of large language models have left linguists astounded"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u201cIt was a complete shock,\u201d recalled Tanel Alum\u00e4e, head of TalTech&#8217;s Laboratory of Language Technology, when he first experienced the astonishing ability of large language models to understand and generate language.<\/p>\n","protected":false},"author":8,"featured_media":12169,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[251],"tags":[391,265,397,572,399],"class_list":["post-12694","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-science","tag-artificial-intelligence","tag-future","tag-innovation","tag-language-technology","tag-scientific-collaboration"],"acf":{"postbuilder":[{"acf_fc_layout":"text","type":"text","text":"<div class=\"@thread-xl\/thread:pt-header-height mt-1.5 flex flex-col text-sm\"><article class=\"text-token-text-primary w-full\" dir=\"auto\" data-testid=\"conversation-turn-178\" data-scroll-anchor=\"false\">\r\n<div class=\"text-base my-auto mx-auto py-5 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[70rem]:[--thread-content-margin:--spacing(12)] px-(--thread-content-margin)\">\r\n<div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto flex max-w-(--thread-content-max-width) flex-1 text-base gap-4 md:gap-5 lg:gap-6 group\/turn-messages focus-visible:outline-hidden\" tabindex=\"-1\">\r\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col agent-turn\">\r\n<div class=\"relative flex-col gap-1 md:gap-3\">\r\n<div class=\"flex max-w-full flex-col grow\">\r\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"495a1841-610d-4a5a-9e8d-4bb355c56083\" data-message-model-slug=\"gpt-4o-mini\">\r\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\r\n<div class=\"markdown prose dark:prose-invert w-full break-words light\"><\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/article><\/div>\r\n<p class=\"\" data-start=\"0\" data-end=\"182\">According to him, this changed the entire paradigm of language technology. Whereas previously a separate model had to be created for each task, now one good language model is enough.<\/p>\r\n<p class=\"\" data-start=\"184\" data-end=\"486\">Language technology is a rapidly developing field that directly impacts the survival of smaller languages, like Estonian, in the digital world. <a href=\"https:\/\/taltech.ee\/en\/department-of-software-science\/cooperation\/laboratory-of-language-technology\" target=\"_blank\" rel=\"noopener\">TalTech's Laboratory of Language Technology<\/a> holds a leading position in the field of language models in Estonia and develops both scientific and practical applications.<\/p>\r\n\r\n<h4 data-start=\"488\" data-end=\"532\">Digital survival starts with shared data<\/h4>\r\n<p class=\"\" data-start=\"534\" data-end=\"791\">Earlier this year, news that Estonian language data had found its way into the training materials of major international AI models sparked debate in society. \u201cWe didn\u2019t give the data directly to Meta \u2013 it was already publicly available,\u201d clarified <a href=\"https:\/\/www.etis.ee\/CV\/Tanel_Alum%C3%A4e\/est\/\" target=\"_blank\" rel=\"noopener\">Alum\u00e4e.<\/a><\/p>\r\n<p class=\"\" data-start=\"793\" data-end=\"984\">In his view, sharing Estonian language data is in our own interest, because if we want large language technology systems to understand Estonian, we must show them the way to access this data.<\/p>\r\n<p class=\"\" data-start=\"986\" data-end=\"1400\">According to Alum\u00e4e, Estonian cannot survive in the technological future without a clear principle that quality language data must be available in Estonian for both researchers and businesses. \u201cIf artificial intelligence doesn\u2019t understand Estonian, the language will gradually disappear in real life too. We must do everything we can to ensure that Estonian is visible and accessible in future-shaping systems.\u201d<\/p>\r\n\r\n<blockquote>\r\n<p class=\"\" style=\"text-align: center;\" data-start=\"1402\" data-end=\"1511\">\u201cWe must do everything we can to ensure that Estonian is visible and accessible in future-shaping systems.\u201d<\/p>\r\n<\/blockquote>","image":null,"align":""},{"acf_fc_layout":"text","type":"text","text":"<h4 data-start=\"0\" data-end=\"74\">Estonian language engineers: TalTech\u2019s team fine-tunes models for work<\/h4>\r\n<p class=\"\" data-start=\"76\" data-end=\"440\">Alum\u00e4e distinguishes between commercial models (e.g., <a href=\"https:\/\/openai.com\/chatgpt\/overview\/\" target=\"_blank\" rel=\"noopener\">OpenAI\u2019s ChatGPT<\/a> or <a href=\"https:\/\/gemini.google.com\/\" target=\"_blank\" rel=\"noopener\">Google Gemini<\/a>) and open-source models, as the latter allow for customization and independent application. The work in language technology focuses specifically on open models. \u201cOur goal is not to reinvent the wheel, but to fine-tune existing good models to work for the Estonian language.\u201d<\/p>\r\n<p class=\"\" data-start=\"442\" data-end=\"832\">This work is primarily valuable for companies and developers who want to integrate language models into their systems and applications. Whether it's chatbots, automated customer service, text summarisation, or specific task solutions \u2013 when data cannot be shared externally or control over costs and security is desired, open-source models that can be adapted as needed are the right tools.<\/p>\r\n<p class=\"\" data-start=\"834\" data-end=\"1027\">Although language technology may seem far removed from the business world at first glance, solutions created in TalTech\u2019s lab have already been widely used \u2013 including outside academic circles.<\/p>\r\n<p class=\"\" data-start=\"1029\" data-end=\"1339\">TalTech offers the popular service <a href=\"https:\/\/tekstiks.ee\/\" target=\"_blank\" rel=\"noopener\">Tekstiks.ee<\/a> \u2013 an online platform where audio recordings (e.g., interviews or meetings) can be uploaded and automatically transcribed. Journalists, social and humanities researchers, and companies that want to quickly create memos or protocols from meetings use this solution.<\/p>\r\n<p class=\"\" data-start=\"1341\" data-end=\"1639\">In addition, the lab\u2019s speech recognition models are used in the parliament, courts, and are also used to create subtitles for ETV live broadcasts. \u201cWhere stenographers used to write out speech from scratch, now the focus of the work has shifted to editing automatic transcriptions,\u201d said Alum\u00e4e.<\/p>\r\n<p class=\"\" data-start=\"1641\" data-end=\"2076\">Although language technology solutions are becoming increasingly accurate and easier to implement, companies have only just begun to take an interest in specific models. According to Alum\u00e4e, companies can approach TalTech mainly with problems requiring a scientific approach. \u201cThe lab helps solve complex and novel problems \u2013 issues that require a scientific approach and are more complex than regular development work,\u201d said Alum\u00e4e.<\/p>\r\n\r\n<blockquote>\r\n<p class=\"\" style=\"text-align: center;\" data-start=\"2078\" data-end=\"2224\">\"The lab helps solve complex and novel problems \u2013 issues that require a scientific approach and are more complex than regular development work.\"<\/p>\r\n<\/blockquote>","image":null,"align":""},{"acf_fc_layout":"image","image":12172},{"acf_fc_layout":"text","type":"text","text":"<h4 data-start=\"0\" data-end=\"25\"><strong data-start=\"0\" data-end=\"25\">World-Class solutions<\/strong><\/h4>\r\n<p class=\"\" data-start=\"27\" data-end=\"426\">In addition to practical applications, TalTech's Laboratory of Language Technology is known for its high-level research. Recently, they won an international competition in which language and speech recognition systems were developed in 150 languages. \u201cOur success was due to our ability to identify spoken language with great accuracy, even in cases of strong accents or dialectal speech,\u201d described Alum\u00e4e.<\/p>\r\n<p class=\"\" data-start=\"428\" data-end=\"681\">The lab is also developing a system to detect emotions in speech acts, and TalTech's language technologists recently succeeded in an international competition for early Alzheimer\u2019s detection, where they earned third place out of nearly forty top groups.<\/p>\r\n<p class=\"\" data-start=\"683\" data-end=\"873\">These achievements demonstrate that TalTech\u2019s small, yet versatile research group is developing practical, adaptive, state-of-the-art technology, placing the lab among the best in the world.<\/p>\r\n<p class=\"\" data-start=\"875\" data-end=\"1237\">When asked by Tanel Alum\u00e4e what has surprised him most in language technology in recent years, he does not hesitate for a moment: \u201cWhat surprised me was that large language models work so well at all. Just recently, it was believed that such an approach would never work. Now, however, these models solve many tasks better than all the old solutions combined.\u201d<\/p>\r\n\r\n<blockquote>\r\n<p class=\"\" style=\"text-align: center;\" data-start=\"1239\" data-end=\"1471\">\"What surprised me was that large language models work so well at all. Just recently, it was believed that such an approach would never work. Now, however, these models solve many tasks better than all the old solutions combined.\"<\/p>\r\n<\/blockquote>\r\n<p class=\"\" data-start=\"1473\" data-end=\"1737\">Looking to the future, Alum\u00e4e finds the multimodal approach particularly promising \u2013 language models that not only learn from text but also acquire knowledge from audio, images, and video. According to him, this would mean a much deeper understanding of the world<\/p>","image":null,"align":""}],"related_authors":[{"author":7990,"position":"Trialoog editor"}]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>The capabilities of large language models have left linguists astounded - Trialoog<\/title>\n<meta name=\"description\" content=\"TalTech&#039;s Laboratory of Language Technology is a leader in language model development creating both research-based and practical solutions\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/trialoog.taltech.ee\/en\/suured-keelemudelid-loid-keeleteadlase-pahviks\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The capabilities of large language models have left linguists astounded - 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