1. A method for generating a handwriting recognition system having compound character models, comprising the steps of: providing an initial handwriting recognition system having a training corpus of handwriting data associated therewith; generating compound character data using the training corpus; and retraining the initial recognition system with the compound character data to generate a new recognition system having compound character models.