Previously he was at the MIT AI Lab (1988-1999) and later co-founded Inquira, Inc., a company commercializing question answering technology (2000-2002). He has worked on supervised and unsupervised approaches to syntax, morphology, lexical semantics and lexical categories. His most recent work is on creation and applications of continuous word embeddings and developing systems that learn how to pair language with other modalities/tasks.