Hyuntak Kim

NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization

Summarizing long-form narratives—such as books, movies, and TV scripts—requires capturing intricate plotlines, character interactions, and thematic coherence, a task that remains challenging for existing LLMs. We introduce NexusSum, a multi-agent LLM framework for narrative summarization that proces…