The purpose of this study is to assess if the combination of erlotinib and chemotherapy (docetaxel in case of squamous cell NSCLC or pemetrexed in case of other histological types) is superior to erlotinib alone and has acceptable tolerability and safety in the 2nd line treatment of patients with advanced/metastatic non-small cell lung cancer (NSCLC).