MiA-Signature approximates the global activation state induced by a query via submodular concept selection to enable tractable long-context understanding in LLMs.
Towards a cognitive neuroscience of consciousness: basic evidence and a workspace framework.Cognition, 79(1-2):1–37, 2001
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MiA-Signature: Approximating Global Activation for Long-Context Understanding
MiA-Signature approximates the global activation state induced by a query via submodular concept selection to enable tractable long-context understanding in LLMs.