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ConceptPositional Realizability Theory

Position Realizability Theory

A theoretical framework concerning length generalization that analyzes the behavior of position kernels on longer grids via a simulated transition operator, explaining how positional encoding schemes affect length generalization.

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Nov 2

The paper proposes a "position realizability theory" to explain the dependence of length generalization on positional encoding and derives widely documented empirical patterns.

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