Prediction is not Explanation: Revisiting the Explanatory Capacity of Mapping Embeddings

Hanna Herasimchyk, Alhassan Abdelhalim, Sören Laue +1

Understanding what knowledge is implicitly encoded in deep learning models is essential for improving the interpretability of AI systems. This paper examines common methods to expl…