Natural language processing models and tasks, generalized to many languages. We study the relationships between language in order to improve machine translation, and leverage information from English and other high-resource languages in order to improve tasks like multilingual parsing for low-resource languages. Includes projects on multilingual word representations and multilingual parsing.