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This study uses semantic entropy, an NLP embedding-based metric, to compare semantic memory navigation between blind and sighted individuals. Results show that visual experience influences entropy patterns, with sighted individuals having higher entropy for abstract concepts while blind individuals exhibit higher entropy for visually salient concrete concepts.