Hidden Markov Models

In the previous chapters we have seen how the context of a word in a sentence is used to help identify the proper tag for that word. It is clear that such consultation of the context is necessary if we want the tagging to reach an acceptable level of correctness. It is not clear, however, that the mechanism used for this consultation should be rule-based.