Our research fields are as follows:
Knowledge Representation with Deep Learning
- Knowledge Graph Embedding and Completion
- Reliable Knowledge Graph Path Representation Learning
- Context-aware Relational Learning for Knowledge Graphs
- Open-World Knowledge Graph Completion for Unseen Entities and Relations
NLP with Deep Learning & Knowledge Graphs
- Knowledge Injection for Conversational Recommender System
- Persona-Grounded Response Generation with Commonsense Knowledge
- Empathetic Response Generation via Recognizing Emotional Feature Transitions
- Active Learning for Information Extraction from Unstructured Text