no code implementations • 15 May 2023 • Shang-Ling Hsu, Raj Sanjay Shah, Prathik Senthil, Zahra Ashktorab, Casey Dugan, Werner Geyer, Diyi Yang
Millions of users come to online peer counseling platforms to seek support on diverse topics ranging from relationship stress to anxiety.
no code implementations • 1 Mar 2023 • Zahra Ashktorab, Benjamin Hoover, Mayank Agarwal, Casey Dugan, Werner Geyer, Hao Bang Yang, Mikhail Yurochkin
While several toolkits exist to aid machine learning practitioners in addressing fairness issues, little is known about the strategies practitioners employ to evaluate model fairness and what factors influence their assessment, particularly in the context of text classification.
no code implementations • 4 Jun 2019 • Dakuo Wang, Haoyu Wang, Mo Yu, Zahra Ashktorab, Ming Tan
We cross-referenced 117 project teams and their team-based Slack channels and identified 57 teams that appeared in both datasets, then we built a regression model to reveal the relationship between these group communication styles and the project team performance.