Research
I have broad interests in Natural Language Processing (NLP) and Conversational AI, including but not limited to the following topics:
Interactive dialogue agents. I am dedicated to empowering AI agents to converse with humans more proactively (e.g., goal/target-directed dialogues), more consistently, and more tailored to individuals.
Controllable language generation. I am interested in controlling the generation of LLMs by planning with world knowledge (e.g., social and physical knowledge).
Situated interactions and multimodal learning. I am interested in human-AI interactions in a specific situation (environment) and learning from visual perceptions, lanuage communications, and actions.