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Knowledge Graph Augmented Political Perspective Detection in News Media. (arXiv:2108.03861v3 [cs.CL] UPDATED)
cs.CL updates on arXiv.org arxiv.org
Identifying political perspectives in news media has become an important task
due to the rapid growth of political commentary and the increasingly polarized
political ideologies. Previous approaches focus on textual content and leave
out the rich social and political context that is essential in the argument
mining process. To address this limitation, we propose a political perspective
detection method that incorporates external domain knowledge. Specifically, we
construct a political knowledge graph to serve as domain-specific external
knowledge. We then leverage …
arxiv detection graph knowledge graph media news perspective