Extending Ontologies: From Dense Embeddings to Hybrid Quantum-Fuzzy Systems 事件

Extending Ontologies: From Dense Embeddings to Hybrid Quantum-Fuzzy Systems arXiv:2606.08658v1 Announce Type: new Abstract: LLMs have revolutionized knowledge representation and retrieval, but lack the explicit modeling that knowledge ontologies possess. This paper surveys the ways that ontologies and knowledge graphs have been integrated with dense embedding algorithms. All hitherto attempts involve a trade-off between probabilistic and crisp inference. This paper proposes a novel frontier for