Author

Robin De Croon

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#human-computer interacti... Preprint Aug 2026

Spotting (and Missing) Algorithmic Bias: Investigating User Understanding in a Fairness Assessment Tool

FairAware, a fairness assessment tool co-designed with Human Resources domain experts, is presented, suggesting that fairness assessment tools for non-experts are usable for identifying biases but need built-in checks on understanding before stakeholders make higher-stakes decisions.

Anna Verheyden, Yi-Zhe Zhang, Robin De Croon et al. · 0 citations

#artificial intelligence Review Sep 2026

How Far Do Persona Effects Generalize in Language Models?

Persona prompts ask language models to answer as particular kinds of people. We test whether relationships learned from these effects predict responses to new questions and remain useful across models and prompts. Across 57 attributes, three behavioral domains, and seven pairs of open 7 to 9B checkpoints, persona effec...

Yu-Fan Zhou, Yuxuan Liu, En-Ze Ma et al. · 0 citations