Preprint
Oct 2026
DyHist: Query-Aware Historical Dynamics Modeling for Temporal Knowledge Graph Extrapolation
Temporal Knowledge Graph (TKG) extrapolation aims to predict future facts from observed historical events. Existing methods usually achieve this goal by jointly modeling local historical evolution and long-range historical contexts. First, local evolution modeling often summarizes local history into an overall evolving...
Pei-Yuan Jiang, Yao Liu, Yu-Bo Wen et al.
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