Q. Vera Liao

Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation

2022 · CHI Conference on Human Factors in Computing Systems

Despite impressive performance in many benchmark datasets, AI models can still make mistakes, especially among out-of-distribution examples. It remains an open question how such imperfect models can be used effectively in collaboration with humans. Prior …

Introduction to Explainable AI

2021

As Artificial Intelligence technologies are increasingly used to make important decisions and perform autonomous tasks, providing explanations to allow users and stakeholders to understand the AI has become a ubiquitous concern. Recently, a number of …