APEX2 maintains an extremely small personalized knowledge graph by decaying old interest scores, diffusing new query heat, and incrementally re-sorting triples, outperforming static summarizers in simulated evolving-query experiments.
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APEX$^2$: Adaptive and Extreme Summarization for Personalized Knowledge Graphs
APEX2 maintains an extremely small personalized knowledge graph by decaying old interest scores, diffusing new query heat, and incrementally re-sorting triples, outperforming static summarizers in simulated evolving-query experiments.