Barling is a city in Sebastian County, Arkansas, United States. It is part of the Fort Smith, Arkansas-Oklahoma Metropolitan Statistical Area. According to the 2005 US Census Bureau estimate, the population of Barling was 4,367, ranking it eighth in the Greater Fort Smith Area.