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 2020 Census the population was 4,782, ranking it eighth in the Greater Fort Smith Area. Barling was incorporated in 1956.