This is an investigational study. Erlotinib is approved by the FDA for treatment of non-small cell lung cancer. Its use in this study is experimental. Docetaxel and cisplatin are FDA approved and commercially available. A total of 50 patients will take part in this study. All will be enrolled at MD Anderson.