RATIONALE: Drugs used in chemotherapy use different ways to stop cancer cells from dividing so they stop growing or die. Thalidomide may stop the growth of cancer by stopping blood flow to the tumor. Combining dexamethasone and thalidomide may kill more cancer cells. It is not yet known whether dexamethasone is more effective with or without thalidomide in treating multiple myeloma.