Her research interests include text mining, natural language processing, and bioinformatics. Her recent focus has been on developing machine learning and natural language processing based methods for information extraction from massive amounts of textual data including scientific publications and social media data. She holds a PhD degree in Computer Science and Engineering from the University of Michigan. She is a recipient of the European Commission Marie Curie Career Integration Grant.