Jiangjie Chen
Jiangjie Chen
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Role-Playing Agent
From Persona to Personalization: A Survey on Role-Playing Language Agents
This paper surveys Role-Playing Language Agents (RPLAs) by categorizing personas, discussing their development, and examining their applications, challenges, and future directions.
Jiangjie Chen
,
Xintao Wang
,
Rui Xu
,
Siyu Yuan
,
Yikai Zhang
,
Wei Shi
,
Jian Xie
,
Shuang Li
,
Ruihan Yang
,
Tinghui Zhu
,
Aili Chen
,
Nianqi Li
,
Lida Chen
,
Caiyu Hu
,
Siye Wu
,
Scott Ren
,
Ziquan Fu
,
Yanghua Xiao
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Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing?
We evaluate the potential of LLMs to make decisions as literary characters, using a new dataset and improved method that enhances decision-making accuracy, with future work and resources to be shared publicly.
Rui Xu
,
Xintao Wang
,
Jiangjie Chen
,
Siyu Yuan
,
Xinfeng Yuan
,
Jiaqing Liang
,
Zulong Chen
,
Xiaoqing Dong
,
Yanghua Xiao
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Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works
We propose a new approach to evaluate LLMs’ understanding of fictional characters by summarizing character profiles, using a specially constructed dataset, and shows promising results for their application in role-playing agents.
Xinfeng Yuan
,
Siyu Yuan
,
Yuhan Cui
,
Tianhe Lin
,
Xintao Wang
,
Rui Xu
,
Jiangjie Chen
,
Deqing Yang
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InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews
We propose InCharacter, a method using psychological scales to evaluate the personality fidelity of role-playing agents (RPAs) powered by large language models.
Xintao Wang
,
Yunze Xiao
,
Jen-tse Huang
,
Siyu Yuan
,
Rui Xu
,
Haoran Guo
,
Quan Tu
,
Yaying Fei
,
Ziang Leng
,
Wei Wang
,
Jiangjie Chen
,
Cheng Li
,
Yanghua Xiao
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