Hydroxide is not a suitable base for deprotonation of acetylene:

Hydroxide is not strong enough as a base to produce large or sufficient amounts of acetylide ion.

This is because the acetylide ion is a stronger base than the hydroxide ion, therefore, the equilibrium will not favor the production of acetylide ion over hydroxide ion.