I am a research scientist at Facebook Conversational AI, where I help build state-of-the-art natural language understanding capabilities. Previously, I was a graduate student and a researcher at the MIT Media Lab, where I designed and deployed deep-learning-backed cancer screening systems for understaffed Indian hospitals.
Interests
Natural language understanding, semantic parsing, and visual dialog
Latest Publications
PyText: A seamless path from NLP research to production
Ahmed Aly, Kushal Lakhotia, Shicong Zhao, Mrinal Mohit, Barlas Oğuz, Abhinav Arora, Sonal Gupta, Christopher Dewan, Stef Nelson-Lindall, Rushin Shah
December 14, 2018
Improving Semantic Parsing for Task Oriented Dialog
Arash Einolghozati, Panupong Pasupat, Sonal Gupta, Rushin Shah, Mrinal Mohit, Mike Lewis, Luke Zettlemoyer
Conversational AI Workshop at NeurIPS 2018 - December 4, 2018
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, Mike Lewis
EMNLP 2018 - October 31, 2018