{"id":42689,"date":"2026-06-09T10:25:26","date_gmt":"2026-06-09T08:25:26","guid":{"rendered":"https:\/\/kinit.sk\/event\/slovak-nlp-community-meeting-4\/"},"modified":"2026-06-25T11:28:15","modified_gmt":"2026-06-25T09:28:15","slug":"slovak-nlp-community-meeting-4","status":"publish","type":"event","link":"https:\/\/kinit.sk\/sk\/podujatie\/slovak-nlp-community-meeting-4\/","title":{"rendered":"Slovak NLP Community Meeting #4"},"content":{"rendered":"
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Program<\/h2>\n<\/div>\n\n
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12:30<\/strong> Otvorenie akademickej \u010dasti<\/em>
12:30<\/strong> Okr\u00fahly st\u00f4l (akademick\u00ed partneri)
13:30<\/strong> Coffee break, pr\u00edchod priemyseln\u00fdch partnerov
14:00<\/strong> Otvorenie spolo\u010dnej \u010dasti (akademick\u00ed aj priemyseln\u00ed partneri)<\/em>
14:00<\/strong> Predstavenie SK NLP komunity
14:30<\/strong> Benchmarkovanie modelov: Smerom ku komplexn\u00e9mu hodnoteniu jazykov\u00fdch modelov pre sloven\u010dinu<\/a> (Andrej Ridzik et al.)<\/a>
15:00<\/strong> Ukon\u010denie online \u010dasti a coffee break (paralelne s \u010fal\u0161\u00edm programom)<\/em>
15:00 <\/strong>Posterov\u00e1 \u010das\u0165<\/a> (len fyzicky<\/em>):
— V\u00fdskumn\u00e1 sekcia \u2013 projekty a doktorandi
— Priemyseln\u00e1 sekcia
(cca 16:30<\/strong>) Ukon\u010denie<\/p>\n<\/div>\n\n

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Smerom ku komplexn\u00e9mu hodnoteniu jazykov\u00fdch modelov pre sloven\u010dinu<\/h2>\n<\/div>\n\n
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Hodnotenie jazykov\u00fdch modelov pre sloven\u010dinu sa doteraz opieralo najm\u00e4 o superv\u00edzovan\u00e9 benchmarky, kde s\u00fa modely doladen\u00e9 a testovan\u00e9 na d\u00e1tach pre konkr\u00e9tne \u00falohy. \u010coraz v\u00e4\u010d\u0161ia skupina aplik\u00e1ci\u00ed \u2014 ako retrieval-augmented generation (RAG), s\u00e9mantick\u00e9 vyh\u013ead\u00e1vanie \u010di zhlukovanie dokumentov \u2014 v\u0161ak stoj\u00ed na kvalite zero-shot embeddingov, pre ktor\u00e9 slovensk\u00fd benchmark ch\u00fdbal.<\/p>\n<\/div>\n\n

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V predn\u00e1\u0161ke predstav\u00edme SkMTEB, n\u00e1\u0161 pr\u00edspevok prijat\u00fd na ACL 2026 konferenciu, ktor\u00fd prin\u00e1\u0161a prv\u00fd komplexn\u00fd slovensk\u00fd benchmark pre textov\u00e9 embeddingy. Prejdeme dizajnom benchmarku, k\u013e\u00fa\u010dov\u00fdmi zisteniami z hodnotenia modelov a v\u00fdvojom kompaktn\u00fdch otvoren\u00fdch slovensk\u00fdch embedding modelov. Na z\u00e1ver na\u010drtneme prebiehaj\u00face snahy o hodnotenie ve\u013ek\u00fdch jazykov\u00fdch modelov pre sloven\u010dinu, ktor\u00e9 otv\u00e1raj\u00fa nov\u00e9 mo\u017enosti pre v\u00fdskum aj prax.<\/p>\n<\/div>\n\n

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Posterov\u00e1 \u010das\u0165<\/h2>\n<\/div>\n\n
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uveden\u00e9 s\u00fa men\u00e1 prezentuj\u00facich (spolu)autorov<\/p>\n<\/div>\n\n

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Research track \u2013 projects<\/h3>\n<\/div>\n\n
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    \n
  1. SlovakCOMET: An Open, Reproducible Quality-Estimation Metric for English – Slovak Machine Translation, Marek \u0160uppa, Jaroslav Kop\u010dan, et al. (FMFI UK, NLP KInIT, et al.)<\/li>\n<\/div>\n\n
    \n
  2. MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models (project DisTraceAI), R\u00f3bert M\u00f3ro, et al. (WUDAP KInIT)<\/li>\n<\/div>\n\n
    \n
  3. LLMs as Generators and Evaluators (projects GEPERO and RobIndAI), Dominik Macko et al. (WUDAP KInIT)<\/li>\n<\/div>\n\n
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  4. Corpora of \u013d. \u0160t\u00far Institute of Linguistics, Ivor Uhliarik (JULS SAV)<\/li>\n<\/div>\n\n
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  5. Projects of the Department of the Speech Analysis Synthesis of Institute of informatics SAS, Vikt\u00f3ria Kevick\u00e1 (UI SAV)<\/li>\n<\/div>\n\n
    \n
  6. RAGthoven at SemEval-2026 Task 1: A Multi-Stage Pipeline Walks Into a Benchmark and Barely Clears the Bar, Marek \u0160uppa, Vikt\u00f3ria Ondrejov\u00e1 (FMFI UK, Cisco)<\/li>\n<\/div><\/ol>\n<\/div>\n\n
    \n

    Research track \u2013 PhD students<\/h3>\n<\/div>\n\n
    \n
      \n
    1. Assessing Web Search Credibility and Response Groundedness in Chat Assistants, Ivan Vykopal (NLP KInIT)<\/li>\n<\/div>\n\n
      \n
    2. PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models, R\u00f3bert Belanec (WUDAP KInIT)<\/li>\n<\/div>\n\n
      \n
    3. Interpretable Predictability-Based AI Text Detection: A Replication Study, Adam \u0160kurla (WUDAP KInIT)<\/li>\n<\/div>\n\n
      \n
    4. AI-generated text detection on HC3 dataset, Viliam Balara (UUI TUKE)<\/li>\n<\/div>\n\n
      \n
    5. Hybrid Transformer Ensemble for Toxic Speech Detection in Spoken Transcripts, Peter Demeter (UUI TUKE)<\/li>\n<\/div>\n\n
      \n
    6. Distillation-guided Selection of LoRA Target Modules Using Checkpoint Delta Norms, Samuel Fodor (UUI TUKE)<\/li>\n<\/div>\n\n
      \n
    7. Early Alzheimer\u2019s Detection Using Siamese Conformer Networks on Slovak Confrontation Naming Tasks, Tom\u00e1\u0161 \u010cern\u00e1\u010dek (UI SAV)<\/li>\n<\/div>\n\n
      \n
    8. Zero-shot LLM-as-a-Judge Prediction of the Machine Translation Quality from English into Slovak, Martin Chot\u00e1r (NLP Lab UKF)<\/li>\n<\/div>\n\n
      \n
    9. Evaluating the Quality of English-Slovak Translations using Large Language Models, Mat\u00fa\u0161 Kle\u0161tinec (NLP Lab UKF)<\/li>\n<\/div><\/ol>\n<\/div>\n\n
      \n

      Industry track<\/h3>\n<\/div>\n\n
      \n
        \n
      1. SLAIH: Slovak Language AI Hub, Andrej Ridzik, Mari\u00e1n \u0160imko, et al. (NLP KInIT)<\/li>\n<\/div>\n\n
        \n
      2. SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation, Marek \u0160uppa, Andrej Ridzik, Nat\u00e1lia K\u0148a\u017eekov\u00e1, et al. (FMFI UK, NLP KInIT, et al.)<\/li>\n<\/div>\n\n
        \n
      3. Promptillery: From Prompts to Production via Iterative LLM Distillation, Marek \u0160uppa, Jaroslav Kop\u010dan, et al. (FMFI UK, NLP KInIT)<\/li>\n<\/div>\n\n
        \n
      4. Slovak Speech Recognition Benchmark: Open-Weight vs. Commercial Models and the Role of Fine-Tuning, So\u0148a Dul\u00edkov\u00e1, et al. (KInIT), TBA (Telekom)<\/li>\n<\/div>\n\n
        \n
      5. Specification Agent: Human-in-the-Loop AI for Software Issue Specification, Alexander Brecko, et al. (KInIT), Martin \u010cambal, et al. (ESET)<\/li>\n<\/div>\n\n
        \n
      6. Legal Document Classification and Receivables Lifecycle Modeling: An Industry Collaboration with Bencont, Marcel Vesel\u00fd, et al. (KInIT), Ondrej Gutten, et al. (Bencont)<\/li>\n<\/div>\n\n
        \n
      7. Practical applications of the Department of the Speech Analysis Synthesis of Institute of informatics SAS, Mari\u00e1n Trnka (UI SAV)<\/li>\n<\/div>\n\n
        \n
      8. Adapting Open ASR Models for improved Slovak Speech Recognition, Martin Tamajka, Roman Mat\u00fa\u0161, et al. (NLP KInIT)<\/li>\n<\/div><\/ol>\n<\/div>\n\n
        \n

        \u010eal\u0161ie inform\u00e1cie o SK NLP komunite<\/a>.<\/p>\n<\/div>\n\n

        \n
        \n<\/div>\n\n
        \n
        \n\t
        \n\t\t
        \n\t\t\t
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        Supporters<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t\t\"BrAIn_Logo_Long\"<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t\t\"lorAI<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t\t\"EN_FundedbytheEU_RGB_POS\"<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t\t\"Program-Slovensko_logo_zakladne\"<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t\t\"MIRRI_ministerstvo_investicii_regionalneho_rozvoja_a_informatizacie_SR_color\"<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section> \n<\/div>\n\n
        \n

        The visit was organised in collaboration with the lorAI project, one of the goals of which is to attend, contribute to, or organise events aimed at promoting science among young people and the general public.<\/em><\/p>\n<\/div>\n\n

        \n
        \n
        <\/div>\n<\/div>\n\n
        \n
        <\/div>\n<\/div><\/div>\n<\/div>","protected":false},"featured_media":25364,"template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[87,542],"class_list":["post-42689","event","type-event","status-publish","has-post-thumbnail","hentry","category-past-events-sk","category-2026-sk"],"acf":[],"yoast_head":"\nSlovak NLP Community Meeting #4 - KInIT<\/title>\n<meta name=\"description\" content=\"V predn\u00e1\u0161ke predstav\u00edme SkMTEB, n\u00e1\u0161 pr\u00edspevok prijat\u00fd na ACL 2026 konferenciu, ktor\u00fd prin\u00e1\u0161a prv\u00fd komplexn\u00fd slovensk\u00fd benchmark pre textov\u00e9 embeddingy. 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