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Are You Thinking What I am Thinking? : Examining Conceptual Separation in Neural Architectures

Ponde, Jaee et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learning
Neural networks are increasingly employed to identify both well-defined and ambiguous concepts, yet output-level metrics reveal little about how those concepts are represented internally. Our study asks if these networks exhibit \textit{conceptual separation}: if examples of the same concept form co
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