Sequence labeling is the assignment of one label 
to each member 
of an observed sequence 
. In a probabilistic formulation,
a labeling method chooses the label sequence 
that maximizes a conditional probability,
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Unlike independent classification of the individual observations, sequence labeling can model dependencies between neighboring labels or between a label and the surrounding observations.
