no code implementations • 30 Jan 2023 • Hrishikesh Viswanath, Md Ashiqur Rahman, Abhijeet Vyas, Andrey Shor, Beatriz Medeiros, Stephanie Hernandez, Suhas Eswarappa Prameela, Aniket Bera
This article aims to provide a comprehensive insight into how data-driven approaches can complement conventional techniques to solve engineering and physics problems, while also noting some of the major pitfalls of machine learning-based approaches.
no code implementations • 19 Nov 2022 • Hrishikesh Viswanath, Andrey Shor, Yoshimasa Kitaguchi
We introduce an experimental approach to dealing with such unbalanced datasets by including humans in the training process.
1 code implementation • NAACL 2022 • Maria Leonor Pacheco, Tunazzina Islam, Monal Mahajan, Andrey Shor, Ming Yin, Lyle Ungar, Dan Goldwasser
The Covid-19 pandemic has led to infodemic of low quality information leading to poor health decisions.