What is the problem of Professor Shlemie?

Professor Shlemiel's problem is that he is lost and cannot remember where he lives. The story revolves around his attempts to remember where he lives and figure out how to get home. Shlemiel lives in New York City, which is renown for its difficult streets and reckless cabbies. In the end, the professor meets someone he knows, who can help him get home.