The smoothing paradigm that delivers the best results in TnT is linear interpolation of unigrams, bigrams, and trigrams.
we estimate a trigram probability as follows: /5 are maximum likelihood estimates of the probabilities, and A1 + A2 + A3 = 1, so P again represent probability distributions.