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A Random Walk–Based Model for Identifying Semantic Orientation

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Figure

Table 1Proportion of OOV words in some corpora used for real world applications. (Numbers in
Table 3Accuracy for SO-PMI with different data set sizes, the spin model, the label propagation model,and the random walks model for 10-fold cross-validation and 14 seeds.
Table 4Accuracy for adjectives only for the spin model, the bootstrap method, and the random walkmodel.
Figure 1The effect of varying the maximum number of steps (m) on accuracy (k = 1,000).
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