Chemung is a town in Chemung County, New York, United States. The population was 2,563 at the 2010 census. The town name is derived from the Chemung River, which means "Big Horn" in the native language.The town is in the southeast corner of the county and is southeast of Elmira. It is part of the Elmira Metropolitan Statistical Area.