Patients receive paclitaxel intravenously (IV) over 1 hour on days 1, 8, and 15 and lenvatinib mesylate orally (PO) once daily (QD) on days 1-28. Courses repeat every 28 days in the absence of disease progression or unacceptable toxicity.