Why am I getting mud coming out of the fill hole of my Automatic Taper when I tape?

Something is likely keeping the valve open (dried compound, sediment, dirt).  Try cleaning the valve thoroughly with pressured water and a brush. Inspect closely to see if there is anything in there and apply Bazooka Oil.  This should resolve the problem.