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TKGB: A Comprehensive Benchmark for Temporal Knowledge Graph Forecasting

Zhang, Jiasheng et al.
arXiv (All) · Papers
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artificial-intelligence
Temporal knowledge graph (TKG) forecasting has advanced remarkably in recent years. Yet we found existing benchmarks inadvertently introduce a shortcut: For a subset of test queries, models can achieve optimal evaluation metrics without using any time information. We trace this to two pieces of evid
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