Smith Hollow is a valley located in Whitley County, Kentucky. It appears on the Williamsburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 985.79 feet (300.47 m) above sea level. The nearest populated place is Shelly Knob Camp (historical), approximately 1.6 miles to the ENE.