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
December 14, 2018
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
Conversational AI Workshop at NeurIPS 2018 - December 4, 2018
Improving Semantic Parsing for Task Oriented Dialog
Arash Einolghozati, Panupong Pasupat, Sonal Gupta, Rushin Shah, Mrinal Mohit, Mike Lewis, Luke Zettlemoyer
EMNLP 2018 - October 31, 2018
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, Mike Lewis