Narrative Graph

Narrative graphs represent stories as interconnected nodes (events, characters, objects) and edges (relationships, actions), enabling computational analysis and generation of narratives. Current research focuses on developing models, often employing graph neural networks or large language models, to create coherent and engaging stories, manage branching narratives, and analyze narrative shifts in large datasets like social media conversations. This approach offers significant potential for advancing automated storytelling, game design, and the computational understanding of how narratives evolve and influence human behavior.

Papers