Steve is a fourth-year PhD candidate at Stanford University in the Computer Science Department advised by Percy Liang. He is interested in machine learning research and focuses on adaptive data collection and active learning, ranging from theoretical questions about decision trees for entity identification to practical questions about common active learning algorithms.