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, Evan Carter, Hema S. Koppula, Jaeyong Sung, John Langford, Kavosh Asadi, Kejia Tao, Kevin K. Lee, Michael L. Littman, Ming-Wei Chang, Ozan Sener, Percy Liang, Scott Yih, Xiaodong He, Yoav Artzi, Yonatan Bisk.