Three sites in Austria will participate in this study. Six to nine patients will initially be enrolled to receive the target dose of 45 mg qd dacomitinib (starting from day 2 of first cycle) in combination with pemetrexed (500 mg/m² 10 min infusion, once every 3 weeks). One cycle is defined as 21 days.