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Partial Or Complete, That’s The Question

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Figure

Figure 1: Due to the inherent structural constraintsof each task, individual instances therein put restric-tions on others
Figure 2: If we need training data for a graph labelingtask (assuming the gold values for the nodes are given)and our annotation budget allows us to annotate, forinstance, 10 edges in total, we could (a) completely an-notate one graph (and then we run out of budget), or (b)partially annotate two graphs.
Figure 3: The mutual information between the chainstructure and its k-step ESPA, Ik, is concave, suggest-ing possible benefit of using ESPA
Figure 4: The Ik � Ik�1 curves from several differentstructures. The curves are shifted to almost the samestarting point for better visualization, so the Y-Axisgrid is not shown
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