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cs.HC2026
XAI Evaluation Cards: A Practical Method for Designing Human-Centred XAI Evaluations
Kristýna Sirka Kacafírková, Ivania Donoso-Guzmán, Denis Parra +2
Evaluating explainable AI (XAI) systems from a human-centred approach requires researchers to select from numerous evaluation dimensions and measures, often in an ad hoc and fragme…
cs.HC2026
Spotting (and Missing) Algorithmic Bias: Investigating User Understanding in a Fairness Assessment Tool
Anna Verheyden, Yizhe Zhang, Robin De Croon +2
Fairness metric selection is typically left to data scientists, but which biases are problematic and which metric captures them best depends on stakeholders' experience and domain…