The 2nd Korea-Europe Workshop on Biomedical Informatics and Natural Language Processing was held in the KI building, KAIST on February 27, 2015. We had two invited presentations given by Dr. Sarah MacPherson and Dr. Maria Wolters from the University of Edinburgh, and two technical presentations given by Dr. Hee-Jin Lee from KAIST and Dr. Cheol Han from the Korea University. We also had work-in-progress presentations given by four students from our group and the CGV group.