Don't ever try and correct this by pushing the throttle up a notch when close to the ground, like the original poster has stated. This may lead to a speed increase above V(app), pitch up and a rate of descent decrease. Then you could be above the glideslope and risk landing further down the runway.
If this situation occurs, I would call unstable and declare a go-around quickly.