This study examined how annotation training affected Taiwanese undergrad students’ annotation quality and their perceptions toward such training. In English Composition II, students completed two self-annotated assignments for reviewer (instructor and peer) feedback. Preliminary findings showed that student held overall positive attitudes toward annotation training. Annotation quality improvement, however, varied individually.