He is interested in machine learning and deep learning methods for large-scale natural language processing and understanding. His past work has introduced novel methods for structured prediction with applications to syntactic parsing and machine translation. His group web page is at nlp.seas.harvard.edu and he tweets at twitter.com/harvardnlp.