Barling is a city in Sebastian County, Arkansas, United States. It is part of the Fort Smith, Arkansas-Oklahoma Metropolitan Statistical Area. As of the 2010 Census the population was 4,649. According to the 2005 US Census Bureau estimate, the population of Barling was 4,367, ranking it eighth in the Greater Fort Smith Area. Barling was incorporated in 1956.