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ENTITY Gluing Local Contexts into Global Meaning: A Sheaf-Theoretic Decomposition of Transformer Representations

Gluing Local Contexts into Global Meaning: A Sheaf-Theoretic Decomposition of Transformer Representations

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    New sheaf-theoretic method decodes transformer representations for fact retrieval

    Researchers have developed a novel interpretability method using cellular sheaves over paraphrase graphs to analyze transformer representations. This technique extracts content subspaces and influence directions, signif…