Simon Werner, Dr.

Wissenschaftlicher Mitarbeiter

Fachstudienberater für Sprache, Technologie, Medien (+ Schwerpunkt Künstliche Intelligenz und Computerlinguistik), Natural Language Processing

Current reseach:

Research interests:

  • Knowledge Graph Embeddings
  • Temporal Knowledge Graphs
  • Hypergraphs
  • Contextualized Embeddings
  • Natural Language Processing
  • Representation Learning
  • Explainable AI

Publications:

  • 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