Cleaning solution composition and method of cleaning a semiconductor device using the same

A cleaning solution composition includes an organic solvent in which a metal fluoride does not dissolve, at least one fluoride compound that generates bifluoride (HF2−), and deionized water, wherein the deionized water may be included in a concentration of 1.5 wt % or lower based on the total weight of the cleaning solution composition.