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Greed is Good if Randomized: New Inference for Dependency Parsing

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Figure

Table 1: Head attachment accuracy of a first-orderlocal classifier (left) and a first-order structuralprediction model (right)
Table 2: The left part of the table shows the local optimum statistics of the first-order model
Table 3: Decoding quality comparison between hill-climbing (HC) and dual decomposition (DD)
Figure 4: Absolute UAS improvement of our fullmodel over the first-order model. Sentences in thetest set are divided into 2 groups based on theirlengths.
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