She was previously an associate researcher at the natural language computing group of Microsoft Research Asia. Her primary research interest is in English/Japanese machine translation, paraphrasing, conversation systems, and educational applications for language learners. She earned her Ph. D. of Information Science at Osaka University in 2010 for research on presenting a large amount of information on small screens.