Immunotherapy may help reduce symptoms of allergy and asthma. Problems concerning compliance and adverse events with subcutaneous allergen immunotherapy have generated interest in delivering immunotherapy sublingually (under the tongue). The purpose of this study is to evaluate the safety of a cockroach extract given sublingually to people with perennial (year-round) allergic rhinitis, with or without asthma.