Technische Universität München
Technische Universität München

Yan Pan

M.Sc.
(external PhD student at BMW)

  • E-Mail: Frank_panyan(AT)outlook.com
  • Address: TUM - Fakultät für Informatik, Boltzmannstr. 3, 85748 Garching

Current Research Interests

I work in the field of knowledge-grounded dialogue systems with deep learning and NLP. We focus on the task-oriented dialog system with the knowledge base, which can assist humans in completing certain tasks in a specific domain.

Current research topics:

  • Knowledge-grounded question and answering
  • Dialogue manager with a knowledge base in the target domain
  • Conversational AI with knowledge graph

Theses and Guided Research

  • Question answering system over knowledge graph.
  • Dialogue intent understanding and response generation among domains.

 

These are the general subject of theses.

We have one free master thesis:

  • Dialogue management in the automotive field

We are also looking for students who have experience with speech recognition.

Please feel free to contact me, if you are interested.