Hongwei Yuan
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126
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2026
An Adjoint-Sensitivity Framework for Lost-in-the-Middle Phenomena in Causal Residual Transformers
This paper develops an adjoint-sensitivity framework for positional influence in causal residual Transformers and provides theoretical results on the residual-to-depth-flow estimate and finite-token-to-Volterra attention.
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