You could also look for apartment shares on this site, even if you are staying short term:
WG Zimmer Wohnungen Wohnungssuche WG Suche WG Wohnung vermieten WG Nachmieter Zwischenmiete : WG-Gesucht.de

Hope you find somewhere with nice flatmates!