In his talk, Tin Ferkovic explore the process of model calibration, discussing various techniques to align confidence predictions with output probabilities in both discriminative and generative scenarios, including simpler methods for classification problems like text classification and named entity recognition, as well as more advanced techniques like TrOCR for generative tasks.

This speech by Tin Ferkovic was held on May 23rd at DSC Adria 2024 in Zagreb.

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