A structured clustering approach jointly models events and characters to induce explainable media narrative schemas that align with framing theory and scale to large corpora.
20 Figure 6: SHAP feature importance values (×1000) for the top 6 narrative schemas and top 2 role features that predict the Cultural Identity frame in immigration news articles
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A Structured Clustering Approach for Inducing Media Narratives
A structured clustering approach jointly models events and characters to induce explainable media narrative schemas that align with framing theory and scale to large corpora.