I find that the easiest way with least stretching of seams to be to cut every 4th or 5th stitch on one side and then turn piece over and get ahold of thread on back side and pull. Usually this thread comes loose in one piece. If possible I try to have it work out that the long thread comes from right side of work so I have less little threads, but a piece of tape usually get them for me.