Dr. Simon Werner
Wissenschaftlicher Mitarbeiter
Fachstudienberater für Sprache, Technologie, Medien (+ Schwerpunkt Künstliche Intelligenz und Computerlinguistik), Natural Language Processing
Current research:
Research interests:
- Knowledge Graph Embeddings
- Temporal Knowledge Graphs
- Hypergraphs
- Contextualized Embeddings
- Natural Language Processing
- Representation Learning
- Explainable AI
Publications:
- Simon Werner:
Deep Learning for Dynamic Representations of Real-World Entities
(Dissertation 2024)
Download: pdf - Simon Werner, Katharina Christ, Laura Bernardy, Marion G. Müller, Achim Rettinger:
POV Learning: Individual Alignment of Multimodal Models using Human Perception
(Arxiv Preprint 2024)
Download: via arXiv, Dataset via GitHub - Simon Werner, Achim Rettinger, Lavdim Halilaj and Jürgen Lüttin:
RETRA: Recurrent Transformers for Learning Temporally Contextualized Knowledge Graph Embeddings
(ESWC 2021)
Download: PDF, Dataset via Github - Simon Werner, Achim Rettinger, Lavdim Halilaj and Jürgen Lüttin:
Embedding Taxonomical, Situational or Sequential Knowledge Graph Context for Recommendation Tasks
(Semantics 2021)
Download: PDF, Dataset via Github
