Yael Ravin is a research staff member at the T. J. Watson Research Center of IBM in New York, where she has been working in computational linguistics. Her current research focuses on integrating information extraction and text retrieval techniques into knowledge management applications. Claudia Leacock recently became a research scientist in the Natural Language Processing group at the Educational Testing Service. Previously she spent six years as a research staff member at Princeton University's Cognitive Science Laboratory.