This study will evaluate the safety and effectiveness of thalidomide in treating Sjogren's syndrome. In this autoimmune disease, the immune system attacks the body's tear glands and salivary glands, causing dry mouth and dry eyes. Thalidomide has shown promise in treating other autoimmune disorders, such as rheumatoid arthritis and systemic lupus erythematosus.