Concept-Based Mechanistic Interpretability Using Structured Knowledge Graphs

Sofiia Chorna, Kateryna Tarelkina, Eloïse Berthier +1

While concept-based interpretability methods have traditionally focused on local explanations of neural network predictions, we propose a novel framework and interactive tool that…