Uncovering shortcut learning in audio classifiers by discovering recurring concepts in temporal explanations.

arXiv:2609.34030v1 Announce Type: cross Abstract: Correlations between events in machine learning datasets may result in shortcut learning, where models learn to predict the target event based on the presence of a correlated event. When these correlations are