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Birds of a Feather Linked Together: A Discriminative Topic Model using Link based Priors

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Figure

Figure 1: A graphical model of our model for twodocuments. The contribution of our model is theuse of document clusters (π ), the use of words (w )in the prediction of document links (y ), and a max-margin objective.
Table 1: Our simplified model I-LDA achieveslower perplexities than both LDA and MRTF,by incorporating different cliques extracted fromthree types of user interactions.

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