The final model has a weighting parameter for each feature value that is relevant to the estimation of the probability P(tag I features), and combines the evidence from diverse features in an explicit probability model.
to the other taggers, both known and unknown words are processed by the same 17 Because of the computational complexity, we have had to exclude the system from the experiments with the very large Wotan tagset.