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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

E. Nosova

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Preprint Aug 2026

MultiGlobeQA: A Multilingual and Globally Diverse Benchmark for Geospatial Reasoning

MultiGlobeQA is introduced, a multilingual benchmark of 46,060 question-answer pairs spanning 14 spatial-function families and 15 answer formats, with execution-based ground truth over three knowledge graphs, indicating that computation, not access to knowledge, is the bottleneck.

Martin Böckling, E. Nosova, Heiko Paulheim et al. · 0 citations
Preprint Aug 2026

Aligning Biomedical Texts and Knowledge Graphs: A Systematic Comparison of Lightweight Alignment Strategies

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.

Artem Bisliouk, E. Nosova, Heiko Paulheim et al. · 0 citations

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