Multimodale Foundation- Modelle in der Produktion

Aktuelle Herausforderungen in der Produktion, etwa der Fachkräftemangel, erhöhen die Notwendigkeit, Prozesse zu automatisieren und die Produktivität zu erhöhen. Multimodale Foundation-Modelle bieten diese Möglichkeit für eine Vielzahl an Anwendungen, indem sie aus...

Towards Enabling FAIR Dataspaces Using Large Language Models

Dataspaces have recently gained adoption across various sectors, including traditionally less digitized domains such as culture. Leveraging Semantic Web technologies helps to make dataspaces FAIR, but their complexity poses a significant challenge to the adoption of...

Knowledge Graph Treatments for Hallucinating Large Language Models

Despite the excitement about Large Language Models (LLMs), they still fail in unpredictable ways in knowledge-intensive tasks. In this article, we explore the integration of LLMs with Knowledge Graphs (KGs) to develop cognitive conversational assistants with improved...

QALD-9-ES: A Spanish Dataset for Question Answering Systems

Knowledge Graph Question Answering (KGQA) systems enable access to semantic information for any user who can compose a question in natural language. KGQA systems are now a core component of many industrial applications, including chatbots and conversational search...