most cited"My agent understands me better": Integrating Dynamic Human-like Memory Recall and Consolidation in LLM-Based Agents

26 citations · 26 across the 1 of their papers we have counts for

collaborators

1 paper

cs.CL2024

SynapticRAG: Enhancing Temporal Memory Retrieval in Large Language Models through Synaptic Mechanisms

Yuki Hou, Haruki Tamoto, Qinghua Zhao +1

Existing retrieval methods in Large Language Models show degradation in accuracy when handling temporally distributed conversations, primarily due to their reliance on simple simil…