Research Projects

Current Research Projects

• Lifelong and Continual Learning Dialogue Systems

- To enable a dialgoue system (chatbot) to learn new knowledge continuously during conversations (after deployment), i.e., learning on the job.
- [ Research page created and maintained by Prof. Bing Liu (my PhD advisor) ]

• On-the-Job Learning for Autonomous Systems

- Learning continuously during model application i.e. after deployment - to make the system more and more knowledgeable and adapted to the changing environment.
- [ Research page created and maintained by Prof. Bing Liu (my PhD advisor) ]

Past Research Projects

• News Data Analytics

Studying temporal dynamics of news concepts on Web, Focused news search, News-casters discovery in social media.

• Location-aware Review Mining

Location-specific activity mining from Reviews, Activity knowledge base construction, location-aware recommendations.