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A Genre Aware Attention Model to Improve the Likability Prediction of Books

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Figure

Figure 1: Genre-Aware Attention Model.
Table 1:Weighted F1-scores(%) for different multimodal methods for books’ likability classification task(ST=Single Task, MT=Multitask, SCS=Sentic Concepts and Scores, WR=Writing Density, RNN=Recurrent Neu-ral Network Representations, + Genre= genre embeddin
Figure 2: Feature importance for the feature combina-tion: All best handcrafted, RNN, and visual (RNN =Recurrent Neural Networks).
Figure 5Char 5-gramferent books having different attention weights forthe two features
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