arXiv cs.LG· Xinle Deng, Ruobin Zhong, Hujin Peng, Xiaoben Lu, Yanzhe Wu, Guang Li, Buqiang Xu, Yunzhi Yao, Jizhan Fang, Haoliang Cao, Junjie Guo, Yuan Yuan, Ziqing Ma, Yuanqiang Yu, Rui Hu, Baohua Dong, Hangcheng Zhu, Ningyu Zhang·· 3 小时前AI 评分29
MemTrace：追踪与归因大语言模型记忆系统中的错误
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
AI 导读
研究者提出 MemTrace 框架，将 LLM 记忆流水线转化为可执行的记忆演化图，实现操作级信息流的细粒度追踪，并构建了覆盖 Long-Context、RAG、Mem0、EverMemOS 等记忆系统的 MemTraceBench 基准。
来源：arXiv cs.LG · arxiv.org