Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

3 June 2024

Yu-Min Tseng

Papers citing "Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization"

34 / 34 papers shown

Title
CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs Sijia Chen Xiaomin Li Mengxue Zhang Eric Hanchen Jiang Qingcheng Zeng Chen-Hsiang Yu AAML MU ELM 27 0 0 16 May 2025
FalseReject: A Resource for Improving Contextual Safety and Mitigating Over-Refusals in LLMs via Structured Reasoning Zhehao Zhang Weijie Xu Fanyou Wu Chandan K. Reddy 29 0 0 12 May 2025
Exploring Personality-Aware Interactions in Salesperson Dialogue Agents Sijia Cheng Wen-Yu Chang Yun-Nung (Vivian) Chen 66 0 0 25 Apr 2025
Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity Yupu Hao Pengfei Cao Zhuoran Jin Huanxuan Liao Yubo Chen Kang Liu Jun Zhao LLMAG 127 1 0 02 Mar 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles Kuang Wang Xianrui Li Steve Yang Li Zhou Feng Jiang Yiming Li 47 0 0 26 Feb 2025
A Survey of Personalized Large Language Models: Progress and Future Directions Jiahong Liu Zexuan Qiu Zhongyang Li Quanyu Dai Jieming Zhu Minda Hu Menglin Yang Irwin King LM&MA 54 3 0 17 Feb 2025
Can LLM Agents Maintain a Persona in Discourse? Pranav Bhandari Nicolas Fay Michael Wise Amitava Datta Stephanie Meek Usman Naseem Mehwish Nasim 60 0 0 17 Feb 2025
The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories Raj Sanjay Shah Sashank Varma LRM 89 0 0 22 Jan 2025
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements Xueyan Li Xinyan Chen Yazhe Niu Shuai Hu Yu Liu OffRL 65 3 0 17 Jan 2025
Large Language Models Empowered Personalized Web Agents Hongru Cai Yongqi Li Luu Anh Tuan Fengbin Zhu Xiaoyu Shen Wenjie Li Tat-Seng Chua LLMAG 51 12 0 22 Oct 2024
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education Iain Xie Weissburg Sathvika Anand Sharon Levy Haewon Jeong 71 3 0 17 Oct 2024
Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets Tommaso Giorgi Lorenzo Cima T. Fagni M. Avvenuti S. Cresci 42 9 0 10 Oct 2024
Role-Play Paradox in Large Language Models: Reasoning Performance Gains and Ethical Dilemmas Jinman Zhao Zifan Qian Linbo Cao Yining Wang Yitian Ding Yulan Hu Zeyu Zhang Zeyong Jin 51 5 0 21 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 30 4 0 18 Sep 2024
PersonaGym: Evaluating Persona Agents and LLMs Vinay Samuel Henry Peng Zou Yue Zhou Shreyas Chaudhari Ashwin Kalyan Tanmay Rajpurohit Ameet Deshpande Karthik Narasimhan Vishvak Murahari LLMAG 50 22 0 25 Jul 2024
Exploring Safety-Utility Trade-Offs in Personalized Language Models Anvesh Rao Vijjini Somnath Basu Roy Chowdhury Snigdha Chaturvedi 53 6 0 17 Jun 2024
LLM Agents for Psychology: A Study on Gamified Assessments Qisen Yang Zekun Wang Honghui Chen Shenzhi Wang Yifan Pu Xin Gao Wenhao Huang Shiji Song Gao Huang LLMAG 160 13 0 19 Feb 2024
Personalized Language Modeling from Personalized Human Feedback Xinyu Li Zachary C. Lipton Liu Leqi ALM 68 48 0 06 Feb 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning Zhaoxuan Tan Qingkai Zeng Yijun Tian Zheyuan Liu Bing Yin Meng Jiang 112 46 0 06 Feb 2024
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents Kanzhi Cheng Qiushi Sun Yougang Chu Fangzhi Xu Yantao Li Jianbing Zhang Zhiyong Wu LLMAG 180 141 0 17 Jan 2024
CogAgent: A Visual Language Model for GUI Agents Wenyi Hong Weihan Wang Qingsong Lv Jiazheng Xu Wenmeng Yu ... Juanzi Li Bin Xu Yuxiao Dong Ming Ding Jie Tang MLLM 142 325 0 14 Dec 2023
A Survey on Large Language Models for Personalized and Explainable Recommendations Junyi Chen LRM 124 12 0 21 Nov 2023
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs Shashank Gupta Vaishnavi Shrivastava Ameet Deshpande Ashwin Kalyan Peter Clark Ashish Sabharwal Tushar Khot 131 101 0 08 Nov 2023
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals Zhiyuan Hu Yue Feng Yang Deng Zekun Li See-Kiong Ng A. Luu Bryan Hooi LLMAG 58 8 0 16 Sep 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems W. Yu Zhihan Zhang Meng Jiang KELM 67 40 0 16 May 2023
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System Namo Bang Jeehyun Lee M. Koo 176 37 0 04 May 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 229 574 0 03 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,754 0 07 Apr 2023
Large Language Models are Diverse Role-Players for Summarization Evaluation Ning Wu Ming Gong Linjun Shou Shining Liang Daxin Jiang 59 64 0 27 Mar 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 125 380 0 24 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 267 2,510 0 06 Oct 2022
Empirical Analysis of Training Strategies of Transformer-based Japanese Chit-chat Systems Hiroaki Sugiyama M. Mizukami Tsunehiro Arimoto Hiromi Narimatsu Yuya Chiba Hideharu Nakajima Toyomi Meguro 129 49 0 11 Sep 2021
STAR: A Schema-Guided Dialog Dataset for Transfer Learning Johannes E. M. Mosig Shikib Mehri Thomas Kober 89 42 0 22 Oct 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 237 815 0 13 Sep 2019