GCC discovers multiple concept-specific neuron circuits per query by combining first-order ablation sensitivity with top-k activation overlap.
From attribution maps to human-understandable explanations through concept rele- vance propagation
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Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations
GCC discovers multiple concept-specific neuron circuits per query by combining first-order ablation sensitivity with top-k activation overlap.