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It's been a while since I last visited this project. I would recommend the easiest way to tag new sentences would be to collect them in a file and pass that file as the "test" for evaluation.
If you want to use this as a library for your own project, you would want to first train the model (either the visible or hidden) on some data, and then once trained, construct a ViterbiDecoder and decode a sentence by calling .decode(). See the implementation in tagger.py for reference.
How can i get the tags of a new sentence
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