معرفی
Dr. Simon Werner is a Researcher at the University of Trier within Faculty II, specifically the Computational Linguistics and Digital Humanities team. He serves as a Study Advisor for the Language, Technology, Media program with a focus on Artificial Intelligence and Computational Linguistics and Natural Language Processing.
His research focuses on Multimodal document representation, with key interests in Knowledge Graph Embeddings, Temporal Knowledge Graphs, Hypergraphs, Contextualized Embeddings, Natural Language Processing, Representation Learning, and Explainable AI. His recent publications explore dynamic entity representations, multimodal alignment using human perception, and temporally contextualized knowledge graph embeddings for recommendation tasks.
The articles reveal strong contributions to Knowledge Graph Embeddings and NLP through innovative applications of Transformers, contextualization, and multimodal learning. The work bridges AI and digital humanities with technical advancements in representation learning.
