LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs

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What is a Knowledge Graph? What is a Knowledge Graph?
[SIGMOD 2022 Research] Learned Cardinality Estimation: An In-depth Study [SIGMOD 2022 Research] Learned Cardinality Estimation: An In-depth Study
[VLDB 2020] Deep Unsupervised Cardinality Estimation [VLDB 2020] Deep Unsupervised Cardinality Estimation
Efficient Knowledge Graph Construction with Pre trained Language Models KGC 2023 Efficient Knowledge Graph Construction with Pre trained Language Models KGC 2023
EDBT2020 - Improved Cardinality Estimation by Learning Queries Containment Rates EDBT2020 - Improved Cardinality Estimation by Learning Queries Containment Rates
KGC 2023 Talk — Using Knowledge Graphs for Navigating Data Assets by RelationalAI KGC 2023 Talk — Using Knowledge Graphs for Navigating Data Assets by RelationalAI's Márton Búr
Stardog Query Optimiser: Architecture and Cardinality Estimations for Graph Queries (Pavel Klinov) Stardog Query Optimiser: Architecture and Cardinality Estimations for Graph Queries (Pavel Klinov)
Knowledge Graphs - 1.4 Graphs and Triples Knowledge Graphs - 1.4 Graphs and Triples