Getting to Production with Few-shot Natural Language Generation Models
Peyman Heidari, Arash Einolghozati, Shashank Jain, Soumya Batra, Lee Callender, Ankit Arun, Shawn Mei, Sonal Gupta, Pinar Donmez, Vikas Bhardwaj, Anuj Kumar, Michael White
People
Shawn Mei
Software Engineer
I joined the Language Technology Team at Facebook after graduating from UC Berkeley, with a degree in EECS. Before that, I did an internship on Facebook’s News Feed Infrastructure team. Currently working on Machine Translation in Facebook products.
Interests
Machine Translation, Text-To-Speech, Speech Interfaces
Latest Publications
SIGDIAL - 2021
Building Adaptive Acceptability Classifiers for Neural NLG
Soumya Batra, Shashank Jain, Peyman Heidari, Ankit Arun, Catharine Youngs, Xintong Li, Pinar Donmez, Shawn Mei, Shiun-Zu Kuo, Vikas Bhardwaj, Anuj Kumar, Michael White
Best Practices for Data-Efficient Modeling in NLG: How to Train Production-Ready Neural Models with Less Data
Ankit Arun, Soumya Batra, Vikas Bhardwaj, Ashwini Challa, Pinar Donmez, Peyman Heidari, Hakan Inan, Shashank Jain, Anuj Kumar, Shawn Mei, Karthik Mohan, Michael White