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Multi view Models for Political Ideology Detection of News Articles

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Academic year: 2020

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Figure 1:structure. Figuresignals for predictive tasks like ideology detection primarily due to homophily (Figure Our proposed framework MVDAM models multiple views of the news article including the content and the link 1a shows a sample article from the N
Figure 2: A broad overview of our MVDAM model depicting the three major components:a discriminator, an inference networkand a prior and captures cues from multiple views of the news article
Table 1: Precision, Recall, and F1 scores of our model MV-DAM on the test set compared with several baselines
Table 2: Few failure cases of our model illustrating what our model finds challenging. Articles with “click-baity” titles arenot necessarily very discriminative of the ideology

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