His research includes many areas of statistical natural language processing, including grammar induction, parsing, machine translation, information extraction, document summarization, historical linguistics, and speech recognition. His academic awards include a Sloan Fellowship, a Microsoft Faculty Fellowship, an NSF CAREER Award, the ACM Grace Murray Hopper Award, Best Paper Awards at ACL, EMNLP and NAACL, and the UC Berkeley Distinguished Teaching Award.