Currently, the investigators have been following a schedule of weekly low dose docetaxel (30 mg/m2 on days 1 and 8 every 3 weeks; 60 mg/m2 accumulated dose for each cycle) at our hospital in an effort to achieve better tolerability (in press-chemotherapy 2010). The investigators therefore perform an exploratory study, by prospective analysis, to investigate the efficacy and toxicity of such a low dose docetaxel schedule compared to that of pemetrexed in patients with NSCLC who are chemotherapy naive.