State space models have an inherent recency bias and over-smoothing in deep stacks, and a two-channel polarization fix improves long-range associative recall.
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Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing
State space models have an inherent recency bias and over-smoothing in deep stacks, and a two-channel polarization fix improves long-range associative recall.