“…Notably, in the realm of mental health education, AI assistants have shown immense potential. Modern students, whether on physical campuses or within online educational platforms, are faced with unprecedented academic stress, social pressures, and psychological challenges [14,15]. Under such circumstances, it has become crucial to utilize state-of-the-art technological methods to accurately determine their true emotional states.…”