Headshot of Sonal Gupta
Headshot of Sonal Gupta

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

NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned

Chris Alberti, Jordan Boyd-Graber, Nicola De Cao, Danqi Chen, Weizhu Chen, Hao Cheng, Eunsol Choi, Michael Collins, Martin Docekal, Martin Fajcik, Jianfeng Gao, Kelvin Guu, Hannaneh Hajishirzi, Pengcheng He, Lucas Hosseini, Gautier Izacard, Vladimir Karpukhin, Tom Kwiatkowski, Heinrich Küttler, Kenton Lee, Patrick Lewis, Xiaodong Liu, Linqing Liu, Yashar Mehdad, Sewon Min, Pasquale Minervini, Shumpei Miyawaki, Dmytro Okhonko, Karel Ondrej, Jennimaria Palomaki, Stan Peshterliev, Colin Raffel, Adam Roberts, Shun Sato, Michael Schlichtkrull, Minjoon Seo, Yelong Shen, Sonse Shimaoka, Pavel Smrz, Pontus Stenetorp, Masatoshi Suzuki, Jun Suzuki, Ryo Takahashi, Yuxiang Wu, Ikuya Yamada, Sohee Yang, Wen-tau Yih

arXiv