, θ (C) } to represent C different hypotheses that are consistent with the labeled set L. The most informative query, then, is the instance over which the committee is in most disagreement about how to label.
we use the query-by-bagging approach (Abe and Mamitsuka, 1998) to learn a committee of CRFs.