By making use of this process, translation pairs with low frequencies have relatively high probabilities to be totally discarded, and in resulting TMs, their probabilities could be zero; meanwhile, translation pairs with high frequencies still have high probabilities to be reserved, and hold similar probability feature values in resulting TMs comparing to the main model.
after TMG procedure, feature values could be smoothed for translation pairs with low frequencies, and be stable for translation pairs with high frequencies.