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Assessing reliability of BERT-based models on question answering tasks
Pooja Yadav, Priyanka Harjule, Basant Agarwal, Marko Robnik Šikonja
Izvirni znanstveni članek
Oznake: obdelava naravnega jezika;veliki jezikovni modeli;ocenjevanje zanesljivosti;modeli BERT;odgovarjanje na vprašanja;natural language processing;large language models;reliability estimation;BERT models;question answering;
Reliability estimation of large language models is in many cases as crucial as their accuracy, as reliable models are more trustworthy, robust, and suitable for practical applications. Recent advancements in natural language processing (NLP), particularly those based on transformer architectures, ha ...
Leto: 2026 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
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