hoBIT: A Profile-Aware Retrieval-Augmented Chatbot for University Academic Advising
In university academic advising, identical questions can require different answers depending on a student's department, admission cohort, and degree program, causing profile-blind retrievers to surface plausible but inapplicable evidence. We present proFILL, a method for transforming hoBIT, our college's current rule-b...