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cs.AI2026
A Hippocampus for Linear Attention: An Exact Memory for What the Recurrent State Forgets
Wanyun Cui
Linear-attention and state-space language models compress the prefix into a fixed-size recurrent state, yielding O(1) memory at the cost of a lossy exact memory: when many key--val…
cs.AI2022★ 4 cited
Instance-based Learning for Knowledge Base Completion
Wanyun Cui, Xingran Chen
In this paper, we propose a new method for knowledge base completion (KBC): instance-based learning (IBL). For example, to answer (Jill Biden, lived city,? ), instead of going dire…