LSTMem: Hierarchical Long Short-Term Online Memory for Large Language Models.

arXiv:2609.33268v2 Announce Type: replace Abstract: Large language models increasingly serve as long-horizon assistants and agents, where they must both accumulate information across interactions and make the relevant parts available when later requests depend