{"id":94657,"date":"2025-09-16T12:35:31","date_gmt":"2025-09-16T10:35:31","guid":{"rendered":"https:\/\/www.upjs.sk\/podujatia\/research-auditing-and-synthetic-data\/"},"modified":"2025-09-16T13:43:23","modified_gmt":"2025-09-16T11:43:23","slug":"research-auditing-and-synthetic-data","status":"publish","type":"cpt_podujatia","link":"https:\/\/www.upjs.sk\/en\/podujatia\/research-auditing-and-synthetic-data\/","title":{"rendered":"Research with LLMs: From Annotation and Classification to Auditing and Synthetic Data"},"content":{"rendered":"\n

Guest:\u00a0Prof. dr. Richard Rogers<\/strong>\u00a0(profile<\/a>)<\/p>\n\n\n\n

Affiliation:\u00a0Media Studies and Digital Methods Initiative, Humanities Labs, University of Amsterdam<\/p>\n\n\n\n

<\/p>\n\n\n\n

We invite you to an event organized by the Department of Political Science, Faculty of Arts, Pavol Jozef \u0160af\u00e1rik University in Ko\u0161ice.
The lecture will present a critical discussion on the use of Large Language Models (LLMs) in research.
It will focus on prompting and classification \u2014 how models can be involved in the process of data annotation and categorization, the methodological challenges this entails, and the risks of uncritical use of outputs. The lecture will also address the issue of sensitivity to \u201cguardrails\u201d \u2014 the models\u2019 ability to respond to restrictions, rules, and safety mechanisms.
Opportunities for employing auditing to assess the reliability and transparency of LLMs\u00a0as well as exploring the boundaries of generating synthetic data will be discussed.<\/p>\n\n\n\n

The event is held within the project Audit of the level of internationalization and implementation of internationalization projects of higher education institutions and research institutions. <\/em><\/p>\n\n\n\n

The lecture and discussion will be held in English.<\/p>\n\n\n\n

PROGRAM:<\/strong>
9:15 \u2013 Opening and introductions
9:30\u201310:15 \u2013 Research-with-AI critique: Prompting & Classifying
10:15\u201310:45 \u2013 Coffee break
10:45\u201312:00 \u2013 Research-with-AI critique: Auditing & Guardrail Sensitivity<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

Guest:\u00a0Prof. dr. Richard Rogers\u00a0(profile) Affiliation:\u00a0Media Studies and Digital Methods Initiative, Humanities Labs, University of Amsterdam We invite you to an event organized by the Department of Political Science, Faculty of Arts, Pavol Jozef \u0160af\u00e1rik University in Ko\u0161ice.The lecture will present a critical discussion on the use of Large Language Models (LLMs) in research. It will … Continued<\/a><\/p>\n","protected":false},"author":15,"featured_media":94648,"menu_order":0,"template":"","meta":{"_acf_changed":false,"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}"},"categories":[],"tags":[],"tax_aktuality":[778,42],"class_list":["post-94657","cpt_podujatia","type-cpt_podujatia","status-publish","has-post-thumbnail","hentry","tax_aktuality-778","tax_aktuality-news-events"],"acf":{"acf_link_na_externy_obsah":"","cpt_udalost_datum_konania":"20250924","cpt_udalost_datum_koniec":"20250924","cpt_udalost_miesto_konania":"Budova Minerva (1. POSCH), Moyzesova 9, Ko\u0161ice","cpt_udalost_cas_konania":"09:15:00"},"yoast_head":"\nResearch with LLMs: From Annotation and Classification to Auditing and Synthetic Data - UPJ\u0160 Ko\u0161ice<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.upjs.sk\/en\/podujatia\/research-auditing-and-synthetic-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research with LLMs: From Annotation and Classification to Auditing and Synthetic Data - UPJ\u0160 Ko\u0161ice\" \/>\n<meta property=\"og:description\" content=\"Guest:\u00a0Prof. dr. Richard Rogers\u00a0(profile) Affiliation:\u00a0Media Studies and Digital Methods Initiative, Humanities Labs, University of Amsterdam We invite you to an event organized by the Department of Political Science, Faculty of Arts, Pavol Jozef \u0160af\u00e1rik University in Ko\u0161ice.The lecture will present a critical discussion on the use of Large Language Models (LLMs) in research. 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