Alma Mater Europaea University, Maribor - all departments (ESM)
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Uporaba velikih jezikovnih modelov za področje medicinske diagnostike : magistrsko delo študijskega programa druge bolonjske stopnje Spletna znanost in tehnologijeCelec, MitjaUmetna inteligenca vse bolj vpliva na naša življenja. Danes se srečujemo z novim prebojem v umetni inteligenci, z velikimi jezikovnimi modeli. Ti obvladajo naravni jezik in jih je možno uporabiti na ... raznih področjih za raznorazne naloge. Temeljijo na globokem učenju in lahko razumejo ter ustvarijo besedilo podobno tistemu, ki bi ga napisal človek. Veliki jezikovni modeli uporabljajo posebno arhitekturo nevronske mreže, ki se imenuje transformator, in je zasnovana za obdelavo ter ustvarjanje podatkov v zaporedju. Veliki jezikovni modeli pa vzbujajo tudi pomisleke glede zasebnosti, etične uporabe in možnosti pristranskosti podatkov, na katerih se učijo. Ker se še naprej razvijajo, sta pomembna odgovoren razvoj in uporaba, saj obstaja namreč možnost raznih zlorab. Cilj magistrskega dela je raziskati različne velike jezikovne modele, njihovo delovanje in arhitekturo, dosedanje raziskave in izdelati aplikacijo, ki bo uporabljala odprtokodni veliki jezikovni model na področju medicinske diagnostike, ter jo primerjati s splošno dostopnimi modeli, kot je ChatGPT.Type of material - master's thesis ; adult, seriousPublication and manufacture - Maribor : [M. Celec], 2023Language - slovenianCOBISS.SI-ID - 177633795
Author
Celec, Mitja
Other authors
Mertik, Matej, 1977- |
Zalar, Bojan
Topics
umetna inteligenca |
veliki jezikovni modeli |
medicinska diagnostika |
e-hramba |
artificial intelligence |
large language models |
medical diagnostic |
e-storage
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Maribor MAG 004.8 CELEC M. Uporaba IN: 000006230 Maribor MAG 004.8 CELEC M. Uporaba IN: 000006230 |
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Celec, Mitja | ![]() |
Mertik, Matej, 1977- | 24404 |
Zalar, Bojan | 05379 |
Source: Personal bibliographies
and: SICRIS
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