notesum.ai

Published at November 4

A Multi-Task Role-Playing Agent Capable of Imitating Character Linguistic Styles

cs.CL

cs.AI

Released Date: November 4, 2024

Authors: Siyuan Chen¹, Qingyi Si², Chenxu Yang¹, Yunzhi Liang¹, Zheng Lin¹, Huan Liu¹, Weiping Wang¹

Aff.: ¹Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China; ²Huawei Technologies Co., Ltd.

Arxiv: http://arxiv.org/abs/2411.02457v1

Dataset	Nums	Quotes	Task							Real	Conn
Dataset	Nums	Quotes	Dic.	Sto.	Com.	Pro.	Ope.	Mus.	Dia.	Real	Conn
CharacterEval Tu et al. (2024)	77	✓	✗	✗	✗	✗	✗	✗	✓	✗	✗
PerLTQA Du et al. (2024)	141	✗	✗	✗	✗	✗	✗	✗	✓	✗	✗
CharacterGLM Zhou et al. (2023)	250	✗	✗	✗	✗	✗	✗	✗	✓	✗	✗
Socialbench Chen et al. (2024)	512	✗	✗	✗	✗	✗	✗	✗	✓	✗	✓
MBTI-1024 Tu et al. (2023)	1024	✗	✗	✗	✗	✗	✗	✗	✓	✗	✗
Ours	1376	✓	✓	✓	✓	✓	✓	✓	✓	✓	✓