The spouse of the main applicant is a mainlander who has not obtained Hong Kong permanent resident status. Can I emigrate together?

Yes, but the mainland spouse's application process will be more complicated and the time required for naturalization will be longer. In order to be naturalized in Taiwan, you must abandon the mainland household registration, and the cost is extra.