Whitley County is a county situated in the U.S. state of Kentucky. As of the 2010 census, the population was 35,637. The county seat is at Williamsburg, though the largest city is Corbin, and the county's District Court (a trial court of limited jurisdiction) sits in both cities.Whitley County is included in the London, KY Micropolitan Statistical Area