معرفی
Ralph Peeters is a Postdoctoral Researcher at the Data and Web Science Group within the University of Mannheim. He specializes in entity matching, data integration, and web-based systems. His research explores the application of large language models and deep learning techniques to improve product matching and knowledge graph construction.
- Focus areas: Entity Matching, Data Integration, Large Language Models
- Teaching roles: Course Creator/Lecturer for LLM-based Agents, TA for Data Mining, Web Mining, and Web Data Integration (2019–2025)
- Collaboration: Works under the supervision of Prof. Dr. Christian Bizer
Recent publications highlight his work on benchmarks like WDC products and SOTAB, which leverage schema.org annotations and semantic web technologies for improving data quality and integration at scale. His research combines traditional NLP techniques with modern deep learning approaches.
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