From Variance to Invariance: Qualitative Content Analysis for Narrative Graph Annotation

Researchers developed a new framework for annotating economic narratives in news using directed acyclic graphs to represent causal relationships between events. The study focused on inflation narratives and introduced quality measures to reduce annotation errors, finding that lenient metrics overestimate reliability while locally-constrained representations improve consistency.