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Tagging with Hidden Markov Models

Michael Collins 1 Tagging Problems In many NLP problems, we would like to model pairs of sequences. Part-of-speech (POS) tagging is perhaps the earliest, and most famous, example of this type of problem. In POS tagging our goal is to build a model whose input is a sentence, for example the dog saw a cat and whose output is a tag sequence, for ...

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