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edu.stanford.nlp.ie.crf.package.html Maven / Gradle / Ivy

A package for doing inference with conditional random fields.  This
implements the common, standard case of a linear chain CRF of arbitrary
order (though usually first order in practice) where each position can
be labeled with one of a fixed set of classes.

Through the use of different
edu.stanford.nlp.sequences.FeatureFactory classes and different
edu.stanford.nlp.sequences.DocumentReaderAndWriter classes,
it can read data in various formats, and be customized for various
sequence inference tasks.  Most of its use has been for Named Entity
Recognition, but it has also been used for other applications such as
Chinese word segmentation and OCR.

For more usage information, consult the Javadoc of the
CRFClassifier class.

@author Jenny Finkel