[HTML][HTML] CLEVR-XAI: A benchmark dataset for the ground truth evaluation of neural network explanations

L Arras, A Osman, W Samek - Information Fusion, 2022 - Elsevier
The rise of deep learning in today's applications entailed an increasing need in explaining
the model's decisions beyond prediction performances in order to foster trust and …

The role of human knowledge in explainable AI

A Tocchetti, M Brambilla - Data, 2022 - mdpi.com
As the performance and complexity of machine learning models have grown significantly
over the last years, there has been an increasing need to develop methodologies to …