cs.AI updates on arXiv.org 07月09日 12:01
Constella: Supporting Storywriters' Interconnected Character Creation through LLM-based Multi-Agents
index_new5.html
../../../zaker_core/zaker_tpl_static/wap/tpl_guoji1.html

 

研究指出作家在构建角色关系时面临挑战,为此设计了一种基于LLM的多代理工具Constella,辅助作家创建复杂角色关系,并通过实证研究验证了其有效性。

arXiv:2507.05820v1 Announce Type: cross Abstract: Creating a cast of characters by attending to their relational dynamics is a critical aspect of most long-form storywriting. However, our formative study (N=14) reveals that writers struggle to envision new characters that could influence existing ones, to balance similarities and differences among characters, and to intricately flesh out their relationships. Based on these observations, we designed Constella, an LLM-based multi-agent tool that supports storywriters' interconnected character creation process. Constella suggests related characters (FRIENDS DISCOVERY feature), reveals the inner mindscapes of several characters simultaneously (JOURNALS feature), and manifests relationships through inter-character responses (COMMENTS feature). Our 7-8 day deployment study with storywriters (N=11) shows that Constella enabled the creation of expansive communities composed of related characters, facilitated the comparison of characters' thoughts and emotions, and deepened writers' understanding of character relationships. We conclude by discussing how multi-agent interactions can help distribute writers' attention and effort across the character cast.

Fish AI Reader

Fish AI Reader

AI辅助创作,多种专业模板,深度分析,高质量内容生成。从观点提取到深度思考,FishAI为您提供全方位的创作支持。新版本引入自定义参数,让您的创作更加个性化和精准。

FishAI

FishAI

鱼阅,AI 时代的下一个智能信息助手,助你摆脱信息焦虑

联系邮箱 441953276@qq.com

相关标签

LLM工具 角色关系构建 故事写作 多代理系统
相关文章