He received his Ph.D.in Computer and Information Science at the University of Pennsylvania in 1993, and has held research positions at Bolt Beranek and Newman, IBM TJ Watson Research Center, and Sun Microsystems Laboratories. His research interests include the combination of knowledge-based and statistical methods in NLP, machine translation, and computational social science.