Words that strongly activate both a lower-layer neuron and its strongly connected upper-layer neuron in GPT-2XL form more semantically similar clusters, which the paper interprets as a clipping process.
DOI : 10.1007/s10462-023-10123-4
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The Process of Categorical Clipping at the Core of the Genesis of Concepts in Synthetic Neural Cognition
Words that strongly activate both a lower-layer neuron and its strongly connected upper-layer neuron in GPT-2XL form more semantically similar clusters, which the paper interprets as a clipping process.