The purpose of this research study is to evaluate the overall response rate to imatinib mesylate in participants with relapsed or refractory T cell non-Hodgkin's lymphoma. This drug has been used in chronic myeloid leukemia and information from those other research studies suggests that it may help to treat T cell non-Hodgkin's lymphoma.