temporal-knowledge-graph

This paper proposes a strikingness-aware evaluation framework for Temporal Knowledge Graph Reasoning (TKGR) that weights events by rarity to better assess model reasoning, addressing overestimation from trivial repeated events.

MemoryOS is an open-source, self-hosted AI agent memory tool using a temporal knowledge graph, achieving 86.2% accuracy on LongMemEval-s with fast 78ms retrieval speeds.