Neeko: Leveraging dynamic lora for efficient multi-character role-playing agent

X Yu, T Luo, Y Wei, F Lei, Y Huang, H Peng… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have revolutionized open-domain dialogue agents but
encounter challenges in multi-character role-playing (MCRP) scenarios. To address the …

Personagym: Evaluating persona agents and llms

V Samuel, HP Zou, Y Zhou, S Chaudhari… - arXiv preprint arXiv …, 2024 - arxiv.org
Persona agents, which are LLM agents that act according to an assigned persona, have
demonstrated impressive contextual response capabilities across various applications …

Bias and toxicity in role-play reasoning

J Zhao, Z Qian, L Cao, Y Wang, Y Ding - arXiv preprint arXiv:2409.13979, 2024 - arxiv.org
Role-play in the Large Language Model (LLM) is a crucial technique that enables models to
adopt specific perspectives, enhancing their ability to generate contextually relevant and …

Revealing the challenge of detecting character knowledge errors in llm role-playing

W Zhang, J Sheng, S Nie, Z Zhang, X Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language model (LLM) role-playing has gained widespread attention, where the
authentic character knowledge is crucial for constructing realistic LLM role-playing agents …

Multi-expert prompting improves reliability, safety, and usefulness of large language models

DX Long, DN Yen, AT Luu, K Kawaguchi… - arXiv preprint arXiv …, 2024 - arxiv.org
We present Multi-expert Prompting, a novel enhancement of ExpertPrompting (Xu et al.,
2023), designed to improve the large language model (LLM) generation. Specifically, it …

Wrapped in Anansi's Web: Unweaving the Impacts of Generative-AI Personalization and VR Immersion in Oral Storytelling

KHC Lau, B Yun, S Saruba, E Bozkir… - arXiv preprint arXiv …, 2024 - arxiv.org
Oral traditions, vital to cultural identity, are losing relevance among youth due to the
dominance of modern media. This study addresses the revitalization of these traditions by …

RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems

Y Tang, B Wang, X Wang, D Zhao, J Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
Role-playing systems powered by large language models (LLMs) have become increasingly
influential in emotional communication applications. However, these systems are …

SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent

J Ye, L Xiang, Y Zhang, C Zong - arXiv preprint arXiv:2412.08389, 2024 - arxiv.org
Large Language Models (LLMs) have demonstrated promising potential in providing
empathetic support during interactions. However, their responses often become verbose or …

Evaluation of character creation of large language models

Y Wang, A Yang, Y Zhou, C Yao, X Sun… - Advances in …, 2025 - ewadirect.com
In intelligent scenarios, large language models (LLMs) are used to create characters that
interact with users, providing guidance and relevant information. The higher the degree of …

ゲームの台詞を題材としたキャラクターらしさに寄与する要素の選定

岩田伸治, 伊原滉也, 佐藤志貴, 馬場淳… - … 会資料言語・音声理解と …, 2024 - jstage.jst.go.jp
抄録 Creating a character-like dialogue system is one of the effective methods to attract
users to entertainment content (eg, game, manga) over a longer time. To realize such a …