no code implementations • 21 Apr 2022 • Samson Tan, Araz Taeihagh, Kathy Baxter
We explore how different risks may manifest in various types of ML systems, the factors that affect each risk, and how first-order risks may lead to second-order effects when the system interacts with the real world.
no code implementations • ACL 2021 • Samson Tan, Shafiq Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
Questions of fairness, robustness, and transparency are paramount to address before deploying NLP systems.