Barbourville is a home rule-class city in Knox County, Kentucky, in the United States. As of the 2020 census, Barbourville had a population of 3,222. It is the county seat of Knox County. The city was formally established by the state assembly in 1812. It was incorporated in 1854 and then reincorporated in 1856.