This phase II trial studies how well pegylated irinotecan NKTR 102 works in treating patients with small cell lung cancer that has returned after a period of improvement. Pegylated irinotecan NKTR 102 may stop the growth of tumor cells by blocking some of the enzymes needed for cell growth.