Elslack is a civil parish in the county of North Yorkshire, England. It contains nine listed buildings that are recorded in the National Heritage List for England. Of these, one is listed at Grade II*, the middle of the three grades, and the others are at Grade II, the lowest grade. The parish contains the village of Elslack and the surrounding countryside. The listed buildings consist of houses, farmhouses and farm buildings, a public house, and three boundary stones.