20.500.12556/RUL-173246 Stereotipi v velikih jezikovnih modelih Stereoripes in large language models V svoji diplomski nalogi se osredotočam na prisotnost stereotipov v velikih jezikovnih modelih. Ti modeli so postali ključen del sodobne umetne inte ligence, saj s svojo sposobnostjo generiranja besedil, podobnih človeškemu jeziku, omogočajo široko uporabo v različnih aplikacijah, kot so klepetalni roboti, orodja za pisanje in prevajanje. Ker so ti modeli usposobljeni na ogro mnih količinah podatkov, zbranih predvsem na internetu, obstaja nevarnost, da prevzemajo in reproducirajo stereotipe, prisotne v teh virih. V okviru naloge sem raziskal, kako se ti stereotipi odražajo v generiranem besedilu, kje se pojavljajo in kakšen vpliv imajo. Naloga vključuje zbiranje podatkov, opredelitev stereotipov, testiranje izbranih modelov ter analizo rezultatov. In my thesis, I focus on the presence of stereotypes in large language models. These models have become a key part of modern artificial intelligence, as their ability to generate text similar to human language enables a wide range of applications, like chatbots, writing and translation tools. Since these models are trained on vast amounts of data, primarily collected from the internet, there is a risk that they adopt and reproduce the stereotypes present in these sources. In this thesis, I explore how these stereotypes manifest in generated text, where they appear, and what impact they have. The thesis includes data collection, definition of stereotypes, testing of selected models and the analysis of results. stereotipi veliki jezikovni modeli umetna inteligenca. stereotypes large language models artificial intelligence. true false false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2025-09-15 10:05:01 2025-09-15 10:05:06 2025-11-07 03:45:19 0000-00-00 00:00:00 2025 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 38221 253208579 Bucan_Zane_-_Stereotipi_v_velikih_jezikovnih_modelih.pdf Bucan_Zane_-_Stereotipi_v_velikih_jezikovnih_modelih.pdf 1 3B7A921264B83B1B148B19F152CD251D 3b16601f1aeb86c1e6f7fd8fb956eac79734481c7add98f8d571b284e57510af 869b0672-920a-11f0-9328-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=217453 Fakulteta za računalništvo in informatiko 0 0 0