I have stayed one month at Joseph and Joan's apartment. They are really welcoming and will give you advice about what to do in Taipei and around. I have really enjoyed the location of the apartment, next to the metro station, but also next to restaurants, a public library (in NTU) and a really nice swimming pool in the Daan sport center.