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I have a problem with the CRF++ Package. CRF++ cannot handle large training parts-of-speech corpora (large tagset and large number of words).

In fact, the number of feature functions automatically generated by CRF++ is very large, which extremely increases the training time. So, what is the best solution for reducing the size of the feature function set?

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  • 2
    What are the automatic features like? Are there any configuration parameters for CRF++?
    – Mitch
    Commented Nov 13, 2011 at 14:10
  • 1
    This notation (crfpp.sourceforge.net) can help you
    – EMAI
    Commented Nov 13, 2011 at 16:46

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