Our paper reporting on our initial work on developing a paraphrase ranking model for question interpretation in a virtual patient dialogue system, which we presented at the 10th Workshop on Innovative Use of NLP for Building Educational Applications (BEA10 at NAACL HLT 2015), is now on-line.