CHE-TKG is a collaborative dual-view model that jointly captures historical evidence and evolutionary dynamics in temporal knowledge graphs via separate encoders and contrastive alignment to achieve state-of-the-art reasoning.
Learn from relational correlations and periodic events for temporal knowledge graph reasoning
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CHE-TKG: Collaborative Historical Evidence and Evolutionary Dynamics Learning for Temporal Knowledge Graph Reasoning
CHE-TKG is a collaborative dual-view model that jointly captures historical evidence and evolutionary dynamics in temporal knowledge graphs via separate encoders and contrastive alignment to achieve state-of-the-art reasoning.