ChatHaruhi: Reviving Anime Character in Reality via Large Language Model
Cheng Li Ziang Leng Chenxi Yan Junyi Shen Hao Wang Weishi MI Yaying Fei Xiaoyang Feng Song Yan HaoSheng Wang Linkang Zhan Yaokai Jia Pingyu Wu Haozhen Sun
Role-playing chatbots built on large language models have drawn interest, but
better techniques are needed to enable mimicking specific fictional characters.
We propose an algorithm that controls language models via an improved prompt
and memories of the character extracted from scripts. We construct ChatHaruhi,
a dataset covering 32 Chinese / English TV / anime characters with over 54k
simulated dialogues. Both automatic and human evaluations show our approach
improves role-playing ability over baselines. Code and data are available at
https://github.com/LC1332/Chat-Haruhi-Suzumiya .