People

Bing Liu

Research Scientist

I am a research scientist in Facebook working on conversational AI. My research interests focus on machine learning for natural language understanding and spoken dialog system. I received my PhD from Carnegie Mellon University in 2018 where I worked with professor Ian Lane on deep learning and reinforcement learning for task-oriented dialog systems. Before joining Facebook, I interned at Google Research working on end-to-end dialog learning. Prior to that, I received my bachelor’s degree in electrical engineering from Nanyang Technological University, Singapore.

Interests

Machine learning, natural language understanding and spoken dialog system

Latest Publications

NAACL - June 6, 2021

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking

Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba