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Totals for datasets (co-)authored by Agathe Balayn
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Agathe Balayn
Datasets
- Analogy-based explanation evaluation dataset for HCOMP 2022 paper "It Is Like Finding a Polar Bear in the Savannah! Concept-level AI Explanations with Analogical Inference from Commonsense Knowledge."
- Biased bird image dataset for the evaluation of explainability methods applied to computer vision (deep-learning-based) models
- Data underlying the paper "Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability"
- Data underlying the paper "Towards Effective Human Intervention in Algorithmic Decision-Making"
- Data underlying the paper "Identifying Algorithmic Decision Subjects' Needs for Meaningful Contestability"
- Datasets for the evaluation of explainability methods for computer vision models
- User Interaction Dataset for JAIR 2024 paper "Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?"
