Multi-layer Transformers achieve better approximation for k-th largest retrieval tasks than single-layer ones, with the InfoFlow framework tracking information propagation to explain the gap.
D , Tj have exactly T leaves, each leaf being a single-element index set {t} for t= 1
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InfoFlow: A Framework for Multi-Layer Transformer Analysis
Multi-layer Transformers achieve better approximation for k-th largest retrieval tasks than single-layer ones, with the InfoFlow framework tracking information propagation to explain the gap.