Research Interest: Situated Natural Language Understanding, Semantic Parsing, Dialogue Modelling, Reinforcement learning.
I develop machine learning models for mapping natural language to meaning representations (e.g., Misra and Artzi 2016). I am particularly interested in natural language grounding problems e.g.,
robot natural language understanding (Misra et al. 2017, 2015a, 2015b, 2014), conversation modeling etc. I am also interested
in reinforcement learning theory (Asadi, Misra, Littman 2018).
Here are some awesome people that I have collaborated with: Aaron Walsman, Aditya Jami, Andrew Bennett, Ashesh Jain, Claudia Yan, Hema S. Koppula, Jaeyong Sung, John Langford, Kavosh Asadi, Kejia Tao, Kevin K. Lee, Michael L. Littman, Ozan Sener, Percy Liang, Yoav Artzi, Yonatan Bisk.