She serves as Secretary-Treasurer of the International Society of the Learning Sciences and co-thrust leader of the Social and Communicative Factors thrust of the Pittsburgh Science of Learning Center. Her research in the Language technologies community focuses on discourse analysis, sentiment analysis, summarization, and dialogue systems. The driving question behind her research in the Computer Supported Collaborative Learning community is how to develop technology capable of both shaping conversation and supporting conversation to achieve a positive impact on human learning.