conftrace_

infinite memory

2 papers

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streaming input (1) token entropy (1) memory decay (1) large language model (1) renewal process (1) universal compression (1) dialogue system (1) prediction risk (1) long-term memory (1) minimax lower bound (1)

Papers

Prediction from compression for models with infinite memory, with applications to hidden Markov and renewal processes COLT 2024 SirLLM: Streaming Infinite Retentive LLM ACL 2024