Description Logic EL
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Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings
Computer Science > Artificial Intelligence [Submitted on 16 Jul 2024 (v1), last revised 2 Jun 2026 (this version, v2)] Title:Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings View PDF HTML (experimental)Abstract:Statistical information is ubiquitous but drawing valid conclusions from it is prohibitively hard. We explain how knowledge graph embeddings can be used to approximate probabilistic inference efficiently using the example of Statistical EL (SEL),...