Her research interests include information retrieval, text classification, and statistical learning algorithms. She received her PhD in computer science from Kyoto University, Japan. Contact her at the Language Technologies Inst., Carnegie Mellon Univ., Pittsburgh, PA 15213-3072; yiming@cs.cmu.edu.