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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Florian Hauss

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Book Open access Oct 2026

Smarter Extraction of Scholarly Metadata using Knowledge Graphs, Language Models, and Agents

Scholarly metadata is an essential element in the scholarly ecosystem, empowering discovery, interoperability, and provenance and its efficacy relies on metadata quality and coverage. However, with the substantial increase in the number and diversity of research artifacts over time, it has become a cumbersome task to h...

Muhammad Asif Suryani, Brigitte Mathiak, Florian Reitz et al. · 0 citations
Book Open access Aug 2026

On the Transferability Between Extreme Multi-Label and Hierarchical Text Classification

Extreme multi-label classification (XML) and hierarchical text classification (HTC) address closely related multi-label prediction problems, but have largely developed as separate research areas. XML focuses on very large label spaces and typically evaluates ranked label lists, while HTC assumes a human-curated label h...

Florian Hauss, Tom Speier, Nerijus Bertalis et al. · 0 citations

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