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Bonnie Jean Dorr is an American computer scientist specializing in natural language processing and machine translation. She is a professor emerita of computer science and linguistics at the University of Maryland, College Park, an associate director and senior research scientist at the Florida Institute for Human and Machine Cognition, and the former president of the Association for Computational Linguistics.