Publication
Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing
Narrative Framing
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Citation
Lea Ferrmann, Jiatong Li, Shima Khanehzar, Gosia Mikolajczak. (2023). Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing. ACL 2023.
About this work
This work models narrative media framing through conflict, resolution, and the roles assigned to people or organizations, including heroes, victims, and villains. It introduces an annotated English news dataset and a case study of climate-change coverage across the political spectrum.
The paper evaluates supervised, semi-supervised, and retrieval-based approaches to multi-label frame prediction. Its annotation process breaks document-level judgments into binary questions.
Our codes are available here: Code