Yiting Ran — accepted AI-conference papers

2025

BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation

Yiting Ran, Xintao Wang, Tian Qiu, Jiaqing Liang, Yanghua Xiao, Deqing Yang

ACL 2025long

Recent advances in large language models (LLMs) have enabled social simulation through multi-agent systems. Prior efforts focus on agent societies created from scratch, assigning agents with newly defined personas. However, simulating established fictional worlds and characters remain largely undere…

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2024

Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data

Yiting Ran, Xintao Wang, Rui Xu, Xinfeng Yuan, Jiaqing Liang, Yanghua Xiao +1

EMNLP 2024finding

Role-playing agents (RPA) have been a popular application area for large language models (LLMs), attracting significant interest from both industry and academia. While existing RPAs well portray the characters’ knowledge and tones, they face challenges in capturing their minds, especially for small…

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