Associate Professor in Computer Science at the University of Maryland, Marine works on machine translation and natural language processing. She is known for her research connecting cross-lingual semantics with machine translation and has been recognized with a NSF Career Award in 2018, a Google Research award in 2016, and Amazon Faculty Awards in 2016 and 2018.