OBJECTIVES: I. Determine the overall, complete, and partial response rates of patients with recurrent or refractory small cell lung cancer when treated with gemcitabine plus irinotecan. II. Determine the overall and failure free survival of these patients when treated with this regimen. III. Determine the duration of response of these patients after this treatment. IV. Evaluate the toxicity associated with the administration of this treatment in this patient population.