We use both fine-grained and course-grained POS tags, e.g., from the POS tag Npmsi, we generate three tags: Npmsi, N and Np.
paid troll comments: We collected them from the leaked reputation management documents, which included 10,150 paid troll comments: 2,000 in Facebook, and 8,150 in news community forums.