310 citations · 582 across the 61 of their papers we have counts for
3 papers · 1 filter
An Empirical Investigation of the Role of Pre-training in Lifelong Learning
Sanket Vaibhav Mehta, Darshan Patil, Sarath Chandar +1
The lifelong learning paradigm in machine learning is an attractive alternative to the more prominent isolated learning scheme not only due to its resemblance to biological learnin…
Improving Compositional Generalization with Self-Training for Data-to-Text Generation
Sanket Vaibhav Mehta, Jinfeng Rao, Yi Tay +3
Data-to-text generation focuses on generating fluent natural language responses from structured meaning representations (MRs). Such representations are compositional and it is cost…
WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing
Amee Trivedi, Kate Silverstein, Emma Strubell +2
Modeling human mobility has a wide range of applications from urban planning to simulations of disease spread. It is well known that humans spend 80% of their time indoors but mode…