Title
Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models Bang Zhang Ruotian Ma Qingxuan Jiang Peisong Wang Jiaqi Chen ... Fanghua Ye Jian Li Yifan Yang Zhaopeng Tu Xiaolong Li LLMAG ELM ALM 111 0 1 01 May 2025
Probing then Editing Response Personality of Large Language Models Tianjie Ju Zhenyu Shao Binghui Wang Yulin Chen Zhuosheng Zhang Hao Fei M. Lee W. Hsu Sufeng Duan Gongshen Liu KELM 47 0 0 14 Apr 2025
A Survey of Personalization: From RAG to Agent Xiaopeng Li Pengyue Jia Derong Xu Yi Wen Yingyi Zhang ... X. Li Y. Liu Huifeng Guo Ruiming Tang Xiangyu Zhao 3DV AI4TS AI4CE 44 0 0 14 Apr 2025
Beyond Self-Reports: Multi-Observer Agents for Personality Assessment in Large Language Models Yin Jou Huang Rafik Hadfi LLMAG 37 0 0 11 Apr 2025
Evaluating the Bias in LLMs for Surveying Opinion and Decision Making in Healthcare Yonchanok Khaokaew Flora D. Salim Andreas Züfle Hao Xue Taylor Anderson C. Raina MacIntyre Matthew Scotch David J Heslop AI4CE 42 0 0 11 Apr 2025
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models Xiaoyan Zhao Yang Deng Wenjie Wang Hongzhan Lin Hong Cheng Rui Zhang See-Kiong Ng Tat-Seng Chua 43 0 0 09 Apr 2025
Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents R. Xu Mingyu Wang Xintao Wang Dakuan Lu Xiaoyu Tan Wei Chu Yinghui Xu LRM LLMAG 72 0 0 11 Mar 2025
Twenty Years of Personality Computing: Threats, Challenges and Future Directions Fabio Celli Aleksandar Kartelj Miljan Đorđević Derwin Suhartono V. Filipovic Veljko Milutinović Georgios Spathoulas Alessandro Vinciarelli Michal Kosinski Bruno Lepri 37 0 0 03 Mar 2025
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs Weixiang Zhao Yulin Hu Yang Deng Jiahe Guo Xingyu Sui ... An Zhang Yanyan Zhao Bing Qin Tat-Seng Chua Ting Liu 62 1 0 28 Feb 2025
The Power of Personality: A Human Simulation Perspective to Investigate Large Language Model Agents Yifan Duan Yihong Tang Xuefeng Bai Kehai Chen J. Li Min Zhang LLMAG 237 0 0 28 Feb 2025
The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents Yihong Tang Kehai Chen X. Bai Zhengyu Niu Binghui Wang Jie Liu Min Zhang LLMAG 54 0 0 28 Feb 2025
A Thousand Words or An Image: Studying the Influence of Persona Modality in Multimodal LLMs Julius Broomfield Kartik Sharma Srijan Kumar 37 0 0 27 Feb 2025
Reasoning Does Not Necessarily Improve Role-Playing Ability Xiachong Feng Longxu Dou Lingpeng Kong LLMAG LRM 57 3 0 24 Feb 2025
VisFactor: Benchmarking Fundamental Visual Cognition in Multimodal Large Language Models Jen-tse Huang Dasen Dai Jen-Yuan Huang Youliang Yuan Xiaoyuan Liu Wenxuan Wang Wenxiang Jiao Pinjia He Zhaopeng Tu LRM 59 0 0 23 Feb 2025
Personality Structured Interview for Large Language Model Simulation in Personality Research Pengda Wang Huiqi Zou Hanjie Chen Tianjun Sun Ziang Xiao Frederick L. Oswald 47 0 0 17 Feb 2025
Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model Jiali Chen Xusen Hei Yuqi Xue Zihan Wu Jiayuan Xie Yi Cai AI4Ed 96 0 0 03 Feb 2025
OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas Xiaoyang Wang Han Zhang Tao Ge Wenhao Yu Dian Yu Dong Yu AI4CE 47 2 0 28 Jan 2025
Training Dialogue Systems by AI Feedback for Improving Overall Dialogue Impression Kai Yoshida M. Mizukami Seiya Kawano Canasai Kruengkrai Hiroaki Sugiyama Koichiro Yoshino ALM OffRL 84 1 0 28 Jan 2025
On the Structural Memory of LLM Agents Ruihong Zeng Jinyuan Fang Siwei Liu Zaiqiao Meng LLMAG KELM 91 4 0 17 Dec 2024
CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds Lei Wang Jianxun Lian Yi Huang Yanqi Dai Haoxuan Li Xu Chen Xing Xie Zhicheng Dou LLMAG 80 1 0 07 Dec 2024
Can LLM "Self-report"?: Evaluating the Validity of Self-report Scales in Measuring Personality Design in LLM-based Chatbots Huiqi Zou Pengda Wang Zihan Yan Tianjun Sun Ziang Xiao 92 1 0 29 Nov 2024
A Multi-Task Role-Playing Agent Capable of Imitating Character Linguistic Styles Siyuan Chen Q. Si Chenxu Yang Yunzhi Liang Zheng Lin Huan Liu Weiping Wang 56 1 0 04 Nov 2024
Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations? Yue Huang Zhengqing Yuan Yujun Zhou Kehan Guo Xiangqi Wang ... Weixiang Sun Lichao Sun Jindong Wang Yanfang Ye Jiahui Geng LLMAG 38 12 0 30 Oct 2024
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Le Huang Hengzhi Lan Zijun Sun Chuan Shi Ting Bai 193 0 0 30 Oct 2024
Toxic Subword Pruning for Dialogue Response Generation on Large Language Models Hongyuan Lu Wai Lam 17 0 0 05 Oct 2024
Large Language Models can Achieve Social Balance Pedro Cisneros-Velarde 47 1 0 05 Oct 2024
SAG: Style-Aligned Article Generation via Model Collaboration Chenning Xu Fangxun Shu Dian Jin Jinghao Wei Hao Jiang ALM SyDa 32 0 0 04 Oct 2024
Examining the Role of Relationship Alignment in Large Language Models Kristen M. Altenburger Hongda Jiang Robert E. Kraut Yi-Chia Wang Jane Dwivedi-Yu 29 0 0 02 Oct 2024
Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing Wenhao Liu Siyu An Junru Lu Muling Wu Tianlong Li Xiaohua Wang Xiaoqing Zheng Di Yin Xing Sun Xuanjing Huang 31 0 0 25 Sep 2024
RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems Yihong Tang Bo Wang Xu Wang Dongming Zhao Jing Liu Jijun Zhang Ruifang He Yuexian Hou 40 1 0 25 Sep 2024
MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models Sarfaroz Yunusov Hamza Sidat Ali Emami 76 0 0 20 Sep 2024
Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models Haoran Ye Yuhang Xie Yuanyi Ren Hanjun Fang Xin Zhang Guojie Song LM&MA 40 1 0 18 Sep 2024
Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing Wenyuan Zhang Shuaiyi Nie Shuaiyi Nie Zefeng Zhang Xinghua Zhang Yongquan He Tingwen Liu 32 4 0 18 Sep 2024
SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration Xin Guan Nathaniel Demchak Saloni Gupta Ze Wang Ediz Ertekin Jr. Adriano Soares Koshiyama Emre Kazim Zekun Wu 42 2 0 17 Sep 2024
Thinking Before Speaking: A Role-playing Model with Mindset Baohua Zhang Yongyi Huang Wenyao Cui Huaping Zhang LRM LLMAG 37 3 0 14 Sep 2024
PingPong: A Benchmark for Role-Playing Language Models with User Emulation and Multi-Model Evaluation Ilya Gusev LLMAG 58 3 0 10 Sep 2024
Personality Alignment of Large Language Models Minjun Zhu Linyi Yang Yue Zhang Yue Zhang ALM 67 5 0 21 Aug 2024
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents Yanqi Dai Huanran Hu Lei Wang Shengjie Jin X. Chen Zhiwu Lu LLMAG 61 7 0 08 Aug 2024
PersonaGym: Evaluating Persona Agents and LLMs Vinay Samuel Henry Peng Zou Yue Zhou Shreyas Chaudhari Ashwin Kalyan Tanmay Rajpurohit Ameet Deshpande Karthik R. Narasimhan Vishvak Murahari LLMAG 50 22 0 25 Jul 2024
Do LLMs have Consistent Values? Naama Rozen G. Elidan Amir Globerson Ella Daniel 72 3 0 16 Jul 2024
The Oscars of AI Theater: A Survey on Role-Playing with Language Models Nuo Chen Yan Wang Yang Deng Jia Li 35 15 0 16 Jul 2024
MINDECHO: Role-Playing Language Agents for Key Opinion Leaders Rui Xu Dakuan Lu Xiaoyu Tan Xintao Wang Siyu Yuan Jiangjie Chen Wei Chu Xu Yinghui LLMAG 34 3 0 07 Jul 2024
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data Yiting Ran Xintao Wang Rui Xu Xinfeng Yuan Jiaqing Liang Yanghua Xiao Deqing Yang 38 9 0 27 Jun 2024
Self-assessment, Exhibition, and Recognition: a Review of Personality in Large Language Models Zhiyuan Wen Yu Yang Jiannong Cao Haoming Sun Ruosong Yang Shuaiqi Liu 50 5 0 25 Jun 2024
Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models Yang Yan Lizhi Ma Anqi Li Jingsong Ma Zhenzhong Lan 31 2 0 25 Jun 2024
Mitigating Hallucination in Fictional Character Role-Play Nafis Sadeq Zhouhang Xie Byungkyu Kang Prarit Lamba Xiang Gao Julian McAuley HILM 48 7 0 25 Jun 2024
Crafting Customisable Characters with LLMs: Introducing SimsChat, a Persona-Driven Role-Playing Agent Framework Bohao Yang Dong Liu Chen Tang Chenghao Xiao Kun Zhao Chao Li Lin Yuan Guang Yang Lanxiao Huang Chenghua Lin 45 0 0 25 Jun 2024
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models Haiquan Zhao Lingyu Li Shisong Chen Shuqi Kong Jiaan Wang ... Dandan Liang Zhixu Li Yan Teng Yanghua Xiao Yingchun Wang ELM LLMAG 36 3 0 21 Jun 2024
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics Seungbeen Lee Seungwon Lim Seungju Han Giyeong Oh Hyungjoo Chae ... Beong-woo Kwak Yeonsoo Lee Dongha Lee Jinyoung Yeo Youngjae Yu 41 8 0 20 Jun 2024
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms Siyu Yuan Kaitao Song Jiangjie Chen Xu Tan Dongsheng Li Deqing Yang LLMAG 66 14 0 20 Jun 2024