{"id":39353,"date":"2025-11-25T11:57:25","date_gmt":"2025-11-25T10:57:25","guid":{"rendered":"https:\/\/kinit.sk\/?p=39353"},"modified":"2025-11-25T11:57:26","modified_gmt":"2025-11-25T10:57:26","slug":"nas-phd-student-jan-cegin-uspesne-obhajil-svoju-dizertacnu-pracu","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/nas-phd-student-jan-cegin-uspesne-obhajil-svoju-dizertacnu-pracu\/","title":{"rendered":"N\u00e1\u0161 PhD \u0161tudent J\u00e1n \u010cegi\u0148 \u00faspe\u0161ne obh\u00e1jil svoju dizerta\u010dn\u00fa pr\u00e1cu"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Pr\u00e1ca m\u00e1 n\u00e1zov <em>Machine Learning With Human in the Loop for Textual Augmentation in the Era of LLMs<\/em>, viedol ju Jakub \u0160imko a spoluviedol Peter Brusilovsky.<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>J\u00e1n za\u010dal svoje doktorandsk\u00e9 \u0161t\u00fadium v roku 2021 s amb\u00edciou presk\u00fama\u0165, ako m\u00f4\u017eu \u013eudia a stroje spolupracova\u0165 pri vytv\u00e1ran\u00ed ozna\u010dkovan\u00fdch d\u00e1t pre n\u00edzko-zdrojov\u00e9 dom\u00e9ny. Jeho skor\u00e1 pr\u00e1ca sa s\u00fastredila na data augmentation \u2013 roz\u0161irovanie existuj\u00facich d\u00e1tov\u00fdch vzoriek prostredn\u00edctvom techn\u00edk od parafr\u00e1zovania a\u017e po generovanie syntetick\u00fdch pr\u00edkladov. V r\u00e1mci tohto \u00fasilia vyvinul crowdsourcingov\u00fa hru na zbieranie adversari\u00e1lnych pr\u00edkladov pre \u00falohy klasifik\u00e1cie textu a v polovici roku 2022 publikoval svoju prv\u00fa pr\u00e1cu. <\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>A potom pri\u0161iel ChatGPT.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1076\" height=\"861\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/11\/Image_20251125_103429_977.jpeg\" alt=\"\" class=\"wp-image-39361 lazyload\" data-srcset=\"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/11\/Image_20251125_103429_977.jpeg 1076w, https:\/\/kinit.sk\/wp-content\/uploads\/2025\/11\/Image_20251125_103429_977-800x640.jpeg 800w, https:\/\/kinit.sk\/wp-content\/uploads\/2025\/11\/Image_20251125_103429_977-768x615.jpeg 768w\" data-sizes=\"(max-width: 1076px) 100vw, 1076px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1076px; --smush-placeholder-aspect-ratio: 1076\/861;\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div id=\"\" class=\"element core-paragraph\">\n<p>Ke\u010f rozpoznal transforma\u010dn\u00fd potenci\u00e1l ve\u013ek\u00fdch jazykov\u00fdch modelov, J\u00e1n r\u00fdchlo presunul svoj z\u00e1ujem na pochopenie toho, ako t\u00e1to nov\u00e1 gener\u00e1cia LLMs ovplyvn\u00ed \u00falohy \u013eudskej v\u00fdpo\u010dtovej pr\u00e1ce a textovo orientovan\u00fd crowdsourcing. \u010coskoro sa uk\u00e1zalo, \u017ee LLMs pon\u00fakaj\u00fa v\u00fdrazn\u00e9 v\u00fdhody pre data augmentation, najm\u00e4 v porovnan\u00ed s tradi\u010dn\u00fdmi pr\u00edstupmi riaden\u00fdmi \u013eu\u010fmi.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Preto J\u00e1n vystaval svoju dizerta\u010dn\u00fa pr\u00e1cu okolo my\u0161lienky integr\u00e1cie LLMs do textovej augment\u00e1cie, pri\u010dom sk\u00famal, ako sa LLM-based augmentation porovn\u00e1va s pr\u00edstupmi orientovan\u00fdmi na \u013eud\u00ed z h\u013eadiska n\u00e1kladov, v\u00fdkonu a efekt\u00edvnosti.<\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Pr\u00e1ca je postaven\u00e1 okolo \u0161tyroch centr\u00e1lnych ot\u00e1zok: (1) efekt\u00edvnos\u0165 LLMs verzus \u013eudsk\u00fdch pracovn\u00edkov pri \u00faloh\u00e1ch data augmentation, (2) prenosite\u013enos\u0165 techn\u00edk \u013eudskej v\u00fdpo\u010dtovej pr\u00e1ce do prompting-u pre LLMs, (3) anal\u00fdza n\u00e1kladov a pr\u00ednosov LLM-based augmentation v porovnan\u00ed s tradi\u010dn\u00fdmi met\u00f3dami a (4) vplyv strat\u00e9gi\u00ed v\u00fdberu vzoriek na v\u00fdkon downstream modelov pri pou\u017eit\u00ed LLMs.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div id=\"\" class=\"element core-paragraph\">\n<p>Prostredn\u00edctvom rozsiahlych experimentov J\u00e1n uk\u00e1zal, \u017ee LLMs dok\u00e1\u017eu generova\u0165 rozmanitej\u0161ie a validnej\u0161ie textov\u00e9 d\u00e1ta ne\u017e \u013eudsk\u00ed pracovn\u00edci, pri\u010dom v\u00fdrazne zni\u017euj\u00fa n\u00e1klady. Okrem toho za\u010dlenenie techn\u00edk in\u0161pirovan\u00fdch \u013eu\u010fmi \u2013 ako napr\u00edklad poskytovanie n\u00e1povedy alebo z\u00e1kaz pou\u017e\u00edvania ur\u010dit\u00fdch slov \u2013 m\u00f4\u017ee zlep\u0161i\u0165 v\u00fdkon modelov, aj ke\u010f dopad na lexik\u00e1lnu diverzitu zost\u00e1va obmedzen\u00fd. Jeho zistenia tie\u017e odha\u013euj\u00fa, \u017ee LLM augmentation je obzvl\u00e1\u0161\u0165 pr\u00ednosn\u00e1 v n\u00edzko-zdrojov\u00fdch nastaveniach, kde je k dispoz\u00edcii len nieko\u013eko za\u010diato\u010dn\u00fdch vzoriek. Nakoniec vyhodnotil r\u00f4zne strat\u00e9gie v\u00fdberu vzoriek a zistil, \u017ee n\u00e1hodn\u00fd v\u00fdber ost\u00e1va silnou z\u00e1kladnou met\u00f3dou, zatia\u013e \u010do strat\u00e9gie zalo\u017een\u00e9 na n\u00e1poved\u00e1ch prin\u00e1\u0161aj\u00fa najlep\u0161ie v\u00fdsledky pre out-of-distribution v\u00fdkon.<\/p>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1342\" height=\"1074\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/11\/Image_20251125_103430_011.jpeg\" alt=\"\" class=\"wp-image-39363 lazyload\" data-srcset=\"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/11\/Image_20251125_103430_011.jpeg 1342w, https:\/\/kinit.sk\/wp-content\/uploads\/2025\/11\/Image_20251125_103430_011-800x640.jpeg 800w, https:\/\/kinit.sk\/wp-content\/uploads\/2025\/11\/Image_20251125_103430_011-768x615.jpeg 768w\" data-sizes=\"(max-width: 1342px) 100vw, 1342px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1342px; --smush-placeholder-aspect-ratio: 1342\/1074;\" \/><\/figure>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V\u00fdsledky tejto pr\u00e1ce poukazuj\u00fa na potenci\u00e1l LLM-based textovej augment\u00e1cie prekona\u0165 tradi\u010dn\u00e9 met\u00f3dy za ur\u010dit\u00fdch podmienok a otv\u00e1raj\u00fa cestu k efekt\u00edvnej\u0161\u00edm a n\u00e1kladovo dostupnej\u0161\u00edm postupom data augmentation v \u00e9re pokro\u010dil\u00fdch jazykov\u00fdch modelov.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Po\u010das svojho doktorandsk\u00e9ho p\u00f4sobenia J\u00e1n bohato publikoval. Zverejnil 4 pr\u00e1ce ako hlavn\u00fd autor na r\u00f4znych konferenci\u00e1ch (3 \u00d7 CORE Rank A*, 1 \u00d7 CORE Rank A) a 3 \u010fal\u0161ie publik\u00e1cie, ktor\u00e9 spoluautoroval (1 \u00d7 workshop na konferencii CORE Rank A*, 1 \u00d7 spolo\u010dn\u00fd hlavn\u00fd autor na konferencii CORE Rank A*, 1 \u00d7 spoluautor na konferencii CORE Rank A*).<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Pr\u00e1ca m\u00e1 n\u00e1zov Machine Learning With Human in the Loop for Textual Augmentation in the Era of LLMs, viedol ju Jakub \u0160imko a spoluviedol Peter Brusilovsky. J\u00e1n za\u010dal svoje doktorandsk\u00e9&#8230;<\/p>\n","protected":false},"author":38,"featured_media":30977,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[83,520],"tags":[116],"class_list":["post-39353","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-sk","category-2025-sk","tag-phd-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>N\u00e1\u0161 PhD \u0161tudent J\u00e1n \u010cegi\u0148 \u00faspe\u0161ne obh\u00e1jil svoju dizerta\u010dn\u00fa pr\u00e1cu - KInIT<\/title>\n<meta name=\"description\" content=\"Pr\u00e1ca m\u00e1 n\u00e1zov Machine Learning With Human in the Loop for Textual Augmentation in the Era of LLMs, viedol ju Jakub \u0160imko a spoluviedol...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/nas-phd-student-jan-cegin-uspesne-obhajil-svoju-dizertacnu-pracu\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"N\u00e1\u0161 PhD \u0161tudent J\u00e1n \u010cegi\u0148 \u00faspe\u0161ne obh\u00e1jil svoju dizerta\u010dn\u00fa pr\u00e1cu - 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