SLICE-Mem: Salience-Gated Lightweight Information Curation for Efficient LLM Agent Memory

Xiaobin Chen, Dian Jin, Lin Shu +2

Long-term memory enables large language model (LLM) agents to maintain personalized and temporally coherent interactions, but repeated LLM inference for memory admission, extractio…