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Even Unassociated Features Can Improve Lexical Distributional Similarity

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Figure

Figure 1: Example of feature weighting for word boy.
Figure 2: An illustration of similarity calculation of Zhitomirsky-Geffet and Dagan (2009) (a) andthe proposed method (b1 and b2) in feature space
Figure 3 shows relation between threshold αthe performance of similarity distinction that isdrawn in F-measures, for Level 3+2 test set
Table 1: Performance comparison of three meth-ods in each task (in F-measures).

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