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cs.HC2024
Towards User-Focused Research in Training Data Attribution for Human-Centered Explainable AI
Elisa Nguyen, Johannes Bertram, Evgenii Kortukov +2
Explainable AI (XAI) aims to make AI systems more transparent, yet many practices emphasise mathematical rigour over practical user needs. We propose an alternative to this model-c…
cs.HC2023★ 2 cited
Exploring Practitioner Perspectives On Training Data Attribution Explanations
Elisa Nguyen, Evgenii Kortukov, Jean Y. Song +1
Explainable AI (XAI) aims to provide insight into opaque model reasoning to humans and as such is an interdisciplinary field by nature. In this paper, we interviewed 10 practitione…