The problems that I work on lie at the intersection of Computer Vision, Machine Learning and Natural Language Processing. Some of my current research interests include:

Grounded Language Learning: Teaching agents to talk about environment specific concepts and entities.
Transfer Learning in Conversational AI: Transferring from large web scale chit-chat corpuses (eg: reddit, twitter etc.) to smaller task oriented dialog datasets.
Learning language through interaction: Teaching agents to talk through either self-play or by interacting with language based environments.