Measure the height of the corner joint. Cut a metal drywall corner to that length using a pair of tin snips.
Press the metal drywall corner against the wall at the corner joint, and tap it gently with a hammer to bend it into place. Hammer finishing nails into the metal drywall corner's holes every 12 inches to secure the metal piece to the wall.
Place joint compound in a mud tray, and thin it with water until it is the consistency of pancake batter. Cover the metal drywall corner with the thinned joint compound by using a putty knife. Make the joint compound is smooth over the metal. Allow the joint compound to dry.
Sand the corner with a power sander if the dried joint compound is lumpy in places. Apply a second layer of joint compound to cover the metal drywall corner completely.
Sand the corner.