The main purpose of the study is to look at the proportion of subjects, who over-express EGFR and/or HER2, who do not progress (cancer gets worse) after 16 weeks of study treatment with daily lapatinib and weekly paclitaxel. The study will also look at the safety and effectiveness of this therapy in all subjects.