AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This paper presents the European Crisis Management Ontology (ECMO), a modular OWL-based ontology intended as a cross-sectoral reference for disaster risk reduction and response. ECMO is designed to be organised as a network of ontological modules. Among the modules, ECMO-CORE captures fundamental crisis management conc...
It is found that the triple composition and the training direction have the greatest impact, whereas the text encoder and hard-negatives sampling matter little and simple choices win: projecting text into the KG space with a linear head over concatenated subject, predicate, and object embeddings performs best.
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