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Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation

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Figure

Figure 1:A dependency structure on the wordswan1, w 2, w 3before (Figure 1(a)) and after (Figure 1(b)) edge-flip of w2 w→1 .
Table 1: Parameter changes for the three algorithms. TheFreqSmith, 2009);cation of (Klein and Manning, 2004));
Table 2: Results of the original (O r i g . columns), themodified (Mo d . columns) parameter sets and their dif-ference (∆columns) for the three algorithms.
Figure 3:A dependency structure on the words1, w 2, w 3 before (Figure 3(a)) and after (Figure 3(b)) anedge-flip of w2 w→3 , and when the direction of the edgebetween w2 and w3 is switched and the new parent of w3is set to be some other word, w4 (Figure 3(c)).
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