Evaluating Large Language Models' Ability to Understand and Summarize Fictional Characters

Large language models (LLMs) can effectively generate character profiles from fictional works, capturing key attributes, relationships, events, and personality traits. However, they still exhibit some limitations in accurately summarizing complex narratives.