{"id":30743,"date":"2024-01-12T12:17:40","date_gmt":"2024-01-12T11:17:40","guid":{"rendered":"https:\/\/kinit.sk\/phd-themes-2024-improving-natural-language-processing\/"},"modified":"2024-02-08T10:58:58","modified_gmt":"2024-02-08T09:58:58","slug":"phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/","title":{"rendered":"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p><strong>\u0160kolite\u013e:<\/strong> <a href=\"https:\/\/kinit.sk\/member\/marian-simko\/\">Mari\u00e1n \u0160imko<\/a> (\u00dastav po\u010d\u00edta\u010dov\u00e9 grafiky a multim\u00e9di\u00ed)<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Rozvoj ve\u013ek\u00fdch jazykov\u00fdch modelov (large language models, LLM) v posledn\u00fdch mesiacoch ukazuje potenci\u00e1l hlbok\u00e9ho u\u010denia a umel\u00fdch neur\u00f3nov\u00fdch siet\u00ed pre mnoho \u00faloh spracovania prirodzen\u00e9ho jazyka (natural language processing, NLP). Pokroky v ich automatiz\u00e1cii maj\u00fa v\u00fdznamn\u00fd dopad na mno\u017estvo inovat\u00edvnych aplik\u00e1ci\u00ed ovplyv\u0148uj\u00facich ka\u017edodenn\u00fd \u017eivot.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Aj ke\u010f s\u00fa ve\u013ek\u00e9 jazykov\u00e9 modely \u00faspe\u0161ne vyu\u017e\u00edvan\u00e9 pri rie\u0161en\u00ed ve\u013ek\u00e9ho mno\u017estva \u00faloh, st\u00e1le zost\u00e1vaj\u00fa viacer\u00e9 v\u00fdskumn\u00e9 v\u00fdzvy t\u00fdkaj\u00face sa jednotliv\u00fdch \u00faloh spracovania prirodzen\u00e9ho jazyka, aplika\u010dn\u00fdch dom\u00e9n a samotn\u00fdch jazykov. K nim prib\u00fadaj\u00fa \u010fal\u0161ie v\u00fdzvy vych\u00e1dzaj\u00face z podstaty ve\u013ek\u00fdch jazykov\u00fdch modelov a netransparentnej povahy modelov zalo\u017een\u00fdch na neur\u00f3nov\u00fdch sie\u0165ach (tzv. black-box modely).<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Je potrebn\u00fd \u010fal\u0161\u00ed v\u00fdskum a prieskum s\u00favisiacich javov, \u0161peci\u00e1lnu pozornos\u0165 v poslednej dobe p\u00fata probl\u00e9m d\u00f4veryhodnosti modelov pre NLP (tzv. trustworthy NLP) alebo nov\u00e9 paradigmy u\u010denia adresuj\u00face probl\u00e9m n\u00edzkej dostupnosti zdrojov potrebn\u00fdch pre u\u010denie (tzv. low-resource NLP).<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Zauj\u00edmav\u00e9 v\u00fdskumn\u00e9 v\u00fdzvy, na ktor\u00e9 sa mo\u017eno v r\u00e1mci t\u00e9my zamera\u0165 (pr\u00edkady):<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>Ve\u013ek\u00e9 jazykov\u00e9 modely a ich vlastnosti (napr. porozumenie halucinovania)<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>D\u00f4veryhodnos\u0165 NLP (napr. mitig\u00e1cia biasov, vysvetlite\u013enos\u0165 modelov)<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Adaptovanie ve\u013ek\u00fdch jazykov\u00fdch modelov na konkr\u00e9tny kontext a \u00falohu (napr. prostredn\u00edctvom PEFT, RAG)<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Pokro\u010dil\u00e9 techniky u\u010denia (napr. u\u010denie s prenosom, multilingv\u00e1lne u\u010denie)<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Dom\u00e9novo-\u0161pecifick\u00e1 extrakcia inform\u00e1ci\u00ed a klasifik\u00e1cia textu (napr. nov\u00e9 met\u00f3dy anal\u00fdzy sentimentu, zlep\u0161ovanie kvality konverz\u00e1cie v konverza\u010dn\u00fdch agentoch)<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>S\u00favisiace publik\u00e1cie:<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>Pikuliak, M., et al. SlovakBERT: Slovak Masked Language Model. In Findings of the Association for Computational Linguistics: EMNLP 2022, pages 7156\u20137168, ACL, 2022<br><a href=\"http:\/\/doi.org\/10.18653\/v1\/2022.findings-emnlp.530\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/dx.doi.org\/10.18653\/v1\/2022.findings-emnlp.530<\/a><\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Pikuliak, M., \u0160imko, M. Average Is Not Enough: Caveats of Multilingual Evaluation. In Proceedings of the The 2nd Workshop on Multi-lingual Representation Learning (MRL), pages 125\u2013133, ACL, 2022<br><a href=\"http:\/\/dx.doi.org\/10.18653\/v1\/2022.mrl-1.13\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/dx.doi.org\/10.18653\/v1\/2022.mrl-1.13<\/a><\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V\u00fdskum bude doktorand(ka) vykon\u00e1va\u0165 v r\u00e1mci Kempelenovho in\u0161tit\u00fatu inteligentn\u00fdch technol\u00f3gi\u00ed (KInIT, <a href=\"https:\/\/kinit.sk\/\">https:\/\/kinit.sk<\/a>) v Bratislave v spolupr\u00e1ci &#8212; pod\u013ea vybranej podt\u00e9my &#8212; s priemyseln\u00fdmi partnermi alebo v\u00fdskumn\u00edkmi zo svetovo uzn\u00e1van\u00fdch v\u00fdskumn\u00fdch skup\u00edn. Predpoklad\u00e1 sa kombinovan\u00e1 (extern\u00e1) forma \u0161t\u00fadia a pracovn\u00fd pomer na pln\u00fd \u00fav\u00e4zok v KInIT.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kinit.sk\/sk\/education-training\/doctoral-studies\/phd-kinit-expression-of-interest-form\/\"><em>Apply now<\/em><\/a><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kinit.sk\/sk\/education-training\/doctoral-studies\/\"><em>Learn more about PhD at KInIT<\/em><\/a><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"supervising-team\" class=\"element acf-mentors-popup\">\n<section id=\"supervising-team\" class=\"block-mentors mentors-popup \" >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t<div class=\"headline\"><h2>T\u00edm \u0161kolite\u013eov<\/h2><\/div>                    <div class=\"mentors-wrap\">\n                        \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/11\/simko-marian-2_51330185179_o-3-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Mari\u00e1n \u0160imko<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Lead researcher, KInIT<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/11\/simko-marian-2_51330185179_o-3-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Mari\u00e1n \u0160imko<\/span>                                                <span class=\"position\">Lead researcher, KInIT<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Mari\u00e1n \u0160imko is an expert researcher at KInIT. Mari\u00e1n focuses on natural language processing, information extraction, low-resource language processing and trustworthiness of neural models. He is a former vice-dean for Master\u2019s study and alumni co-operation at the Slovak University of Technology.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kinit.sk\/member\/marian-simko\/\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/jkosecka-headshot2_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Jana Kosecka<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Professor, George Mason University, USA<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/jkosecka-headshot2_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Jana Kosecka<\/span>                                                <span class=\"position\">Professor, George Mason University, USA<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Jana Kosecka is a Professor at the George Mason University. She is interested in computational models of vision systems, acquisition of static and dynamic models of environments by means of visual sensing, high-level semantic scene understanding and human-computer interaction. She held visiting positions at UC Berkeley, Stanford University, Google and Nokia Research, and served as Program chair, Area chair or senior member of editorial board for&nbsp; leading conferences in the field CVPR, ICCV, ICRA.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Jana is currently mentor of our PhD student: <a href=\"https:\/\/kinit.sk\/member\/ivana-benova\/\">Ivana Be\u0148ov\u00e1<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=sQ6l4sMAAAAJ&amp;hl=en&amp;oi=ao\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 52 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-jana-kosecka-kinit-external-mentor\/\">Meet Jana Kosecka<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cs.gmu.edu\/~kosecka\/\" target=\"_blank\" rel=\"noreferrer noopener\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/02\/martin-hurban-scob-1-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Martin Hurban<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Data Science Team Lead, \u010cSOB<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/02\/martin-hurban-scob-1-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Martin Hurban<\/span>                                                <span class=\"position\">Data Science Team Lead, \u010cSOB<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Martin Hurban is Data Science Team Lead at \u010cSOB. He is coordinating AI project implementation within the bank and is leading a team responsible for \u010cSOB&#8217;s digital companion Kate, capability to understand natural language. During his Ph. D. in the area of Solidification of multicomponent alloys, teaching was done in unconstrained optimization, nonlinear programing and numerical methods.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.csob.sk\/web\/eng\/about-us\" target=\"_blank\" rel=\"noreferrer noopener\">Industry partner<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t                    <\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section> \n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u0160kolite\u013e: Mari\u00e1n \u0160imko (\u00dastav po\u010d\u00edta\u010dov\u00e9 grafiky a multim\u00e9di\u00ed) Rozvoj ve\u013ek\u00fdch jazykov\u00fdch modelov (large language models, LLM) v posledn\u00fdch mesiacoch ukazuje potenci\u00e1l hlbok\u00e9ho u\u010denia a umel\u00fdch neur\u00f3nov\u00fdch siet\u00ed pre mnoho \u00faloh&#8230;<\/p>\n","protected":false},"author":26,"featured_media":30625,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[67],"tags":[116,374],"class_list":["post-30743","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-sk","tag-phd-sk","tag-phd-at-kinit-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka - KInIT<\/title>\n<meta name=\"description\" content=\"Rozvoj ve\u013ek\u00fdch jazykov\u00fdch modelov (large language models, LLM) v posledn\u00fdch mesiacoch ukazuje potenci\u00e1l hlbok\u00e9ho u\u010denia a umel\u00fdch neur\u00f3nov\u00fdch siet\u00ed pre mnoho \u00faloh spracovania prirodzen\u00e9ho jazyka (natural language processing, NLP). Pokroky v ich automatiz\u00e1cii maj\u00fa v\u00fdznamn\u00fd dopad na mno\u017estvo inovat\u00edvnych aplik\u00e1ci\u00ed ovplyv\u0148uj\u00facich ka\u017edodenn\u00fd \u017eivot.\" \/>\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\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka - KInIT\" \/>\n<meta property=\"og:description\" content=\"Rozvoj ve\u013ek\u00fdch jazykov\u00fdch modelov (large language models, LLM) v posledn\u00fdch mesiacoch ukazuje potenci\u00e1l hlbok\u00e9ho u\u010denia a umel\u00fdch neur\u00f3nov\u00fdch siet\u00ed pre mnoho \u00faloh spracovania prirodzen\u00e9ho jazyka (natural language processing, NLP). Pokroky v ich automatiz\u00e1cii maj\u00fa v\u00fdznamn\u00fd dopad na mno\u017estvo inovat\u00edvnych aplik\u00e1ci\u00ed ovplyv\u0148uj\u00facich ka\u017edodenn\u00fd \u017eivot.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/\" \/>\n<meta property=\"og:site_name\" content=\"KInIT\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-12T11:17:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-02-08T09:58:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/1_Header1_Research_Teams-Edit2-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1093\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Marianna Palkova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kinit\" \/>\n<meta name=\"twitter:site\" content=\"@kinit\" \/>\n<meta name=\"twitter:label1\" content=\"Autor\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marianna Palkova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 min\u00faty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/\"},\"author\":{\"name\":\"Marianna Palkova\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"headline\":\"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka\",\"datePublished\":\"2024-01-12T11:17:40+00:00\",\"dateModified\":\"2024-02-08T09:58:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/\"},\"wordCount\":452,\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/1_Header1_Research_Teams-Edit2-scaled.jpg\",\"keywords\":[\"PhD\",\"PhD at KInIT\"],\"articleSection\":[\"Uncategorized @sk\"],\"inLanguage\":\"sk-SK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/\",\"url\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/\",\"name\":\"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka - KInIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/1_Header1_Research_Teams-Edit2-scaled.jpg\",\"datePublished\":\"2024-01-12T11:17:40+00:00\",\"dateModified\":\"2024-02-08T09:58:58+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"description\":\"Rozvoj ve\u013ek\u00fdch jazykov\u00fdch modelov (large language models, LLM) v posledn\u00fdch mesiacoch ukazuje potenci\u00e1l hlbok\u00e9ho u\u010denia a umel\u00fdch neur\u00f3nov\u00fdch siet\u00ed pre mnoho \u00faloh spracovania prirodzen\u00e9ho jazyka (natural language processing, NLP). Pokroky v ich automatiz\u00e1cii maj\u00fa v\u00fdznamn\u00fd dopad na mno\u017estvo inovat\u00edvnych aplik\u00e1ci\u00ed ovplyv\u0148uj\u00facich ka\u017edodenn\u00fd \u017eivot.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/#breadcrumb\"},\"inLanguage\":\"sk-SK\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"sk-SK\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/#primaryimage\",\"url\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/1_Header1_Research_Teams-Edit2-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/1_Header1_Research_Teams-Edit2-scaled.jpg\",\"width\":2560,\"height\":1093},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Uncategorized @sk\",\"item\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/category\\\/uncategorized-sk\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\",\"url\":\"https:\\\/\\\/kinit.sk\\\/\",\"name\":\"KInIT\",\"description\":\"Vyu\u017e\u00edvame v\u00fdskum pre \u013eud\u00ed a priemysel\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/kinit.sk\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"sk-SK\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\",\"name\":\"Marianna Palkova\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka - KInIT","description":"Rozvoj ve\u013ek\u00fdch jazykov\u00fdch modelov (large language models, LLM) v posledn\u00fdch mesiacoch ukazuje potenci\u00e1l hlbok\u00e9ho u\u010denia a umel\u00fdch neur\u00f3nov\u00fdch siet\u00ed pre mnoho \u00faloh spracovania prirodzen\u00e9ho jazyka (natural language processing, NLP). Pokroky v ich automatiz\u00e1cii maj\u00fa v\u00fdznamn\u00fd dopad na mno\u017estvo inovat\u00edvnych aplik\u00e1ci\u00ed ovplyv\u0148uj\u00facich ka\u017edodenn\u00fd \u017eivot.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/","og_locale":"sk_SK","og_type":"article","og_title":"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka - KInIT","og_description":"Rozvoj ve\u013ek\u00fdch jazykov\u00fdch modelov (large language models, LLM) v posledn\u00fdch mesiacoch ukazuje potenci\u00e1l hlbok\u00e9ho u\u010denia a umel\u00fdch neur\u00f3nov\u00fdch siet\u00ed pre mnoho \u00faloh spracovania prirodzen\u00e9ho jazyka (natural language processing, NLP). Pokroky v ich automatiz\u00e1cii maj\u00fa v\u00fdznamn\u00fd dopad na mno\u017estvo inovat\u00edvnych aplik\u00e1ci\u00ed ovplyv\u0148uj\u00facich ka\u017edodenn\u00fd \u017eivot.","og_url":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/","og_site_name":"KInIT","article_published_time":"2024-01-12T11:17:40+00:00","article_modified_time":"2024-02-08T09:58:58+00:00","og_image":[{"width":2560,"height":1093,"url":"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/1_Header1_Research_Teams-Edit2-scaled.jpg","type":"image\/jpeg"}],"author":"Marianna Palkova","twitter_card":"summary_large_image","twitter_creator":"@kinit","twitter_site":"@kinit","twitter_misc":{"Autor":"Marianna Palkova","Predpokladan\u00fd \u010das \u010d\u00edtania":"2 min\u00faty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/#article","isPartOf":{"@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/"},"author":{"name":"Marianna Palkova","@id":"https:\/\/kinit.sk\/#\/schema\/person\/8b175aaaf3267b5bbbbb97e4a6db8cea"},"headline":"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka","datePublished":"2024-01-12T11:17:40+00:00","dateModified":"2024-02-08T09:58:58+00:00","mainEntityOfPage":{"@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/"},"wordCount":452,"image":{"@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/#primaryimage"},"thumbnailUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/1_Header1_Research_Teams-Edit2-scaled.jpg","keywords":["PhD","PhD at KInIT"],"articleSection":["Uncategorized @sk"],"inLanguage":"sk-SK"},{"@type":"WebPage","@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/","url":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/","name":"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka - KInIT","isPartOf":{"@id":"https:\/\/kinit.sk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/#primaryimage"},"image":{"@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/#primaryimage"},"thumbnailUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/1_Header1_Research_Teams-Edit2-scaled.jpg","datePublished":"2024-01-12T11:17:40+00:00","dateModified":"2024-02-08T09:58:58+00:00","author":{"@id":"https:\/\/kinit.sk\/#\/schema\/person\/8b175aaaf3267b5bbbbb97e4a6db8cea"},"description":"Rozvoj ve\u013ek\u00fdch jazykov\u00fdch modelov (large language models, LLM) v posledn\u00fdch mesiacoch ukazuje potenci\u00e1l hlbok\u00e9ho u\u010denia a umel\u00fdch neur\u00f3nov\u00fdch siet\u00ed pre mnoho \u00faloh spracovania prirodzen\u00e9ho jazyka (natural language processing, NLP). Pokroky v ich automatiz\u00e1cii maj\u00fa v\u00fdznamn\u00fd dopad na mno\u017estvo inovat\u00edvnych aplik\u00e1ci\u00ed ovplyv\u0148uj\u00facich ka\u017edodenn\u00fd \u017eivot.","breadcrumb":{"@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/#breadcrumb"},"inLanguage":"sk-SK","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/"]}]},{"@type":"ImageObject","inLanguage":"sk-SK","@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/#primaryimage","url":"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/1_Header1_Research_Teams-Edit2-scaled.jpg","contentUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/1_Header1_Research_Teams-Edit2-scaled.jpg","width":2560,"height":1093},{"@type":"BreadcrumbList","@id":"https:\/\/kinit.sk\/sk\/phd-temy-2024-zlepsovanie-spracovania-prirodzeneho-jazyka\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kinit.sk\/sk\/"},{"@type":"ListItem","position":2,"name":"Uncategorized @sk","item":"https:\/\/kinit.sk\/sk\/category\/uncategorized-sk\/"},{"@type":"ListItem","position":3,"name":"PhD T\u00e9my 2024: Zlep\u0161ovanie spracovania prirodzen\u00e9ho jazyka"}]},{"@type":"WebSite","@id":"https:\/\/kinit.sk\/#website","url":"https:\/\/kinit.sk\/","name":"KInIT","description":"Vyu\u017e\u00edvame v\u00fdskum pre \u013eud\u00ed a priemysel","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kinit.sk\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"sk-SK"},{"@type":"Person","@id":"https:\/\/kinit.sk\/#\/schema\/person\/8b175aaaf3267b5bbbbb97e4a6db8cea","name":"Marianna Palkova"}]}},"_links":{"self":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/30743","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/comments?post=30743"}],"version-history":[{"count":8,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/30743\/revisions"}],"predecessor-version":[{"id":31253,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/30743\/revisions\/31253"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/media\/30625"}],"wp:attachment":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/media?parent=30743"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/categories?post=30743"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/tags?post=30743"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}