Her research interests are in natural language processing. Recent achievements of her group include the decipherment of ancient semitic language Ugaritic and the development of reinforcement learning algorithms for language grounding. She is a recipient of various awards including the NSF Career Award, Microsoft Faculty Fellowship, the MIT Technology Review TR-35 Award, and best paper awards in the top NLP conferences. She serves as an associate editor of the Journal of Artificial Intelligence Research.