26 citations · 26 across the 2 of their papers we have counts for
2 papers
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…
cs.HC2024★ 26 cited
"My agent understands me better": Integrating Dynamic Human-like Memory Recall and Consolidation in LLM-Based Agents
Yuki Hou, Haruki Tamoto, Homei Miyashita
In this study, we propose a novel human-like memory architecture designed for enhancing the cognitive abilities of large language model based dialogue agents. Our proposed architec…