Arlington is a home rule-class city in Carlisle County, Kentucky, in the United States. The population was 324 at the 2010 census, a drop from 395 in 2000. It was formally incorporated by the state assembly in 1876. Arlington is included in the Paducah, KY-IL Metropolitan Statistical Area.