Predicting the Role of Political Trolls in Social Media
Table 4: Leveraging user embeddings to predict the bias of the media cited by troll users.
['[BOLD] Method', '[BOLD] Accuracy', '[BOLD] Macro F1']
We can see that we could improve over the baseline by 20 points absolute in terms of accuracy and by 41 in terms absolute in terms of macro-averaged F1. We can see in Table This suggests that the relationship between trolls and media goes both ways, and thus we can use labels for media as a way to label users, and we can also use labels for troll users as a way to label media.