Keith,
Jake is correct. Your chuck's ability to function is in direct proportion to the fit of the two morse tapers. They operate on friction between the mating metal surfaces. Any kind of foreign material will rob them of friction.
First, carefully inspect the male taper on your chuck. Any bumps or nicks must be very carefully filed (NOT sanded) "level" with the surrounding area. In the case of nicks or gouges in the metal, this does not mean filing them away, but rather taking down the high parts of their edges.
Second, once you have the male section done, you'll need to "repair" the mating surface inside your quill. This is best done with a morse taper reamer ($30 at ENCO), but you can do it carefully with fine abrasive. Cut a piece of 600 wet/dry sandpaper that will wrap most (but not all) of the way around the male taper. The paper must not overlap at any point and there should be a gap between the edges. Stick the paper to the male taper with some double-face tape, and you now have a "reamer" with which to gently take off bumps and damage on the quill's female surface. Large gouges on the interior surface can be carefully taken down "level" with a fine round file. Once you have any "big" bumps removed, very gently insert the abrasive and twist it back and forth. Remove it and blow/wipe out any dust, and repeat this several times until the inside surface is clean and smooth.
Wet a paper towel with some mineral spirits and wipe out the inside surface. You must make sure that all abrasive grit is removed or it will start the galling process all over again.
I strongly recommend that you get a taper cleaner, sold by Packard as "Taper Mate" and use it to clean both of your morse tapers each time you're going to insert an accessory.
good luck