Author

Patrícia Martinková

2 papers indexed here

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Review Oct 2026

Dynamic Extended Generalized Many-Facet Rasch Model: A Unified Approach to Rater-Mediated Assessment

Rating procedures are crucial in psychological and medical diagnosis, educational assessment, peer review, and grant evaluation. A major methodological challenge is disentangling multiple sources of variability in ratings, such as subject ability, rater behavior, and item characteristics. Item Response Theory-based mod...

Giuseppe Mignemi, Patrícia Martinková, S. Paganin · 0 citations

#artificial intelligence May 2026

Response-free item difficulty modelling for multiple-choice items with fine-tuned transformers: Component-wise representation and multi-task learning

This work introduces and investigates two extensions to the joint-encoding baseline: a component-wise variant, which encodes the wording parts separately, and a multi-task variant, which adds an auxiliary task of question answering.

Jan Netík, Patrícia Martinková · arXiv.org · 0 citations