InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews

2 code implementations • 27 Oct 2023 • 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

Then, with InCharacter, we show that state-of-the-art RPAs exhibit personalities highly aligned with the human-perceived personalities of the characters, achieving an accuracy up to 80. 7%.

ChatHaruhi: Reviving Anime Character in Reality via Large Language Model

1 code implementation • 18 Aug 2023 • 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.

Language Modelling Large Language Model +2

Learning to mirror speaking styles incrementally

no code implementations • 5 Mar 2020 • Siyi Liu, Ziang Leng, Derry Wijaya

Our method extracts ngrams that capture a persons speaking styles and uses the ngrams to create patterns for transforming sentences to the persons speaking styles.