People

Sonal Gupta

Research Scientist

I am a research scientist working on conversational AI systems. I completed my PhD at Stanford University in 2015 where I worked with Chris Manning on weakly supervised and interpretable information extraction. Prior to that, I finished my Master’s at University of Texas at Austin where I worked with Raymond Mooney and Kristen Grauman on combining language and vision modes for information extraction. Before joining FB, I developed deep learning models for conversational AI systems at Viv, a startup later acquired by Samsung.

Interests

Natural language processing, machine learning and conversational AI systems

Latest Publications

PyText: A seamless path from NLP research to production

Ahmed Aly, Kushal Lakhotia, Shicong Zhao, Mrinal Mohit, Barlas O─čuz, 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

Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog

Sebastian Schuster, Sonal Gupta, Rushin Shah, Mike Lewis

NAACL - 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