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pos-tagging-hmm-models

Parts of speech tagging of Catalan corpus using Hidden Markov Models.

hmmmodel.py takes catalan_corpus_train_tagged.txt as input and builds a model hmmmodel.txt.

hmmdecode.py takes hmmmodel.txt as input to read the model, and also takes catalan_corpus_dev_raw.txt and performs POS tagging on this content.

The program executes with an accuracy of 92%.

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Parts of speech tagging of Catalan corpus

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