Title
Systematizing LLM Persona Design: A Four-Quadrant Technical Taxonomy for AI Companion Applications Esther Sun Zichu Wu 88 0 0 04 Nov 2025
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents Yihong Tang Kehai Chen Liang Yue Jinxin Fan Caishen Zhou ... Kaiyang Guo Xingshan Zeng Wenjing Cun L. Shang Min Zhang LLMAG 118 0 0 20 Oct 2025
Augmenting Dialog with Think-Aloud Utterances for Modeling Individual Personality Traits by LLM Seiya Ishikura Hiroaki Yamada Tatsuya Hiraoka Hiroaki Yamada T. Tokunaga 36 0 0 10 Oct 2025
FURINA: A Fully Customizable Role-Playing Benchmark via Scalable Multi-Agent Collaboration Pipeline Haotian Wu Shufan Jiang Chios Chen Yiyang Feng Hehai Lin Heqing Zou Yao Shu Y. Li AI4CE 173 0 0 08 Oct 2025
Impatient Users Confuse AI Agents: High-fidelity Simulations of Human Traits for Testing Agents Muyu He Anand Kumar Tsach Mackey Meghana Arakkal Rajeev James Zou Nazneen Rajani 60 2 0 06 Oct 2025
RAGs to Riches: RAG-like Few-shot Learning for Large Language Model Role-playing Timothy Rupprecht Enfu Nan Arash Akbari Arman Akbari Lei Lu ... Sean Duffy Pu Zhao Yumei He David Kaeli Yanzhi Wang RALM 83 1 0 15 Sep 2025
Score Before You Speak: Improving Persona Consistency in Dialogue Generation using Response Quality Scores Arpita Saggar Jonathan C. Darling Vania Dimitrova Duygu Sarikaya David C. Hogg 60 0 0 09 Aug 2025
PersonaEval: Are LLM Evaluators Human Enough to Judge Role-Play? Lingfeng Zhou Jialing Zhang Jin Gao Mohan Jiang Dequan Wang ELM 130 4 0 06 Aug 2025
SpeechRole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents C. Jiang Jiajun Sun Yifei Cao Jiabao Zhuang Hui Li Xiaoran Fan Ming-bo Wen Junjie Ye Jiajun Sun 207 0 0 04 Aug 2025
Towards Zero-Shot Terrain Traversability Estimation: Challenges and Opportunities Ida Germann M. Mints Peer Neubert 84 0 0 03 Aug 2025
Enhancing Jailbreak Attacks on LLMs via Persona Prompts Zheng Zhang Peilin Zhao Deheng Ye Hao Wang AAML 99 1 0 28 Jul 2025
Diversity-Enhanced Reasoning for Subjective Questions Yumeng Wang Zhiyuan Fan Jiayu Liu J. Huang Yi R. Fung LRM 410 5 0 27 Jul 2025
Corrupted by Reasoning: Reasoning Language Models Become Free-Riders in Public Goods Games David Guzman Piedrahita Yongjin Yang Mrinmaya Sachan Giorgia Ramponi Bernhard Schölkopf Zhijing Jin LLMAG LRM 148 4 0 29 Jun 2025
On the Adaptive Psychological Persuasion of Large Language Models Tianjie Ju Yujia Chen Hao Fei Yang Deng Wynne Hsu Pengzhou Cheng Zongru Wu Zhuosheng Zhang Gongshen Liu 129 0 0 07 Jun 2025
Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning Yihong Tang Kehai Chen Muyun Yang Zhengyu Niu Jing Li Tiejun Zhao Min Zhang LLMAG AI4CE LRM 212 1 0 02 Jun 2025
Role-Playing Evaluation for Large Language Models Yassine El Boudouri Walter Nuninger Julian Alvarez Yvan Peter LLMAG 133 2 0 19 May 2025
Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play Yemin Shi Yu Shu Siwei Dong Guangyi Liu Jaward Sesay Jingwen Li Zhiting Hu AuLLM VLM 220 2 0 05 May 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Qi Zhang Tat-Seng Chua Tianwei Zhang ALM ELM 456 21 0 26 Apr 2025
EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety Jiahao Qiu Yinghui He Xinzhe Juan Yun Wang Wenshu Fan Zixin Yao Yue Wu Xun Jiang L. Yang Mengdi Wang AI4MH 453 12 0 13 Apr 2025
The Mind in the Machine: A Survey of Incorporating Psychological Theories in LLMs Zizhou Liu Ziwei Gong Lin Ai Zheng Hui Run Chen Colin Wayne Leach Michelle R. Greene Julia Hirschberg LLMAG 905 5 0 28 Mar 2025
LLM Generated Persona is a Promise with a Catch Ang Li Haozhe Chen Hongseok Namkoong Tianyi Peng 208 34 0 18 Mar 2025
Adversarial Training for Multimodal Large Language Models against Jailbreak Attacks Liming Lu Shuchao Pang Yaning Tan Haotian Zhu Xiyu Zeng Aishan Liu Yunhuai Liu Yongbin Zhou AAML 395 16 0 05 Mar 2025
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference Roman Levin Valeriia Cherepanova Abhimanyu Hans Avi Schwarzschild Tom Goldstein 826 2 0 14 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 232 11 0 28 Jan 2025
Hymba: A Hybrid-head Architecture for Small Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Xin Dong Y. Fu Shizhe Diao Wonmin Byeon Zijia Chen ... Min-Hung Chen Yoshi Suhara Y. Lin Jan Kautz Pavlo Molchanov Mamba 274 50 0 20 Nov 2024
OpenCoder: The Open Cookbook for Top-Tier Code Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Siming Huang Tianhao Cheng J.K. Liu Jiaran Hao L. Song ... Ge Zhang Zili Wang Yuan Qi Yinghui Xu Wei Chu ALM 363 71 0 07 Nov 2024
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Le Huang Hengzhi Lan Zijun Sun Chuan Shi Ting Bai 761 9 0 30 Oct 2024
ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents Wei Wei Jiayu Lin Lin Sun Weihong Qi Yihang Yang ... Siming Chen Jiebo Luo Xuanjing Huang Shiping Tang Zhongyu Wei LLMAG 335 29 0 28 Oct 2024
Neuron-based Personality Trait Induction in Large Language Models Jia Deng Tianyi Tang Yanbin Yin Wenhao Yang Wayne Xin Zhao Ji-Rong Wen 202 3 0 16 Oct 2024
Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language BootstrappingInternational Conference on Learning Representations (ICLR), 2024 Yue Yang Shanghang Zhang Wenqi Shao Kaipeng Zhang Yi Bin Yu Wang Ping Luo 308 15 0 11 Oct 2024
ING-VP: MLLMs cannot Play Easy Vision-based Games Yet Haoran Zhang Hangyu Guo Shuyue Guo Meng Cao Wenhao Huang Jiaheng Liu Ge Zhang VLM MLLM LRM 208 4 0 09 Oct 2024
Exploring the Personality Traits of LLMs through Latent Features Steering Shu Yang Shenzhe Zhu Ruoxuan Bao Liu Liu Yu Cheng Di Wang 150 1 0 07 Oct 2024
PersoBench: Benchmarking Personalized Response Generation in Large Language Models Saleh Afzoon Usman Naseem Amin Beheshti Zahra Jamali 157 6 0 04 Oct 2024
SAG: Style-Aligned Article Generation via Model Collaboration Chenning Xu Fangxun Shu Dian Jin Jinghao Wei Hao Jiang ALM SyDa 111 0 0 04 Oct 2024
MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied AgentsInternational Conference on Learning Representations (ICLR), 2024 Junpeng Yue Xinru Xu Börje F. Karlsson Zongqing Lu 329 7 0 04 Oct 2024
MIO: A Foundation Model on Multimodal Tokens Zekun Wang King Zhu Chunpu Xu Wangchunshu Zhou Jiaheng Liu ... Yuanxing Zhang Ge Zhang Ke Xu Jie Fu Wenhao Huang MLLM AuLLM 330 19 0 26 Sep 2024
Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and EditingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Wenhao Liu Siyu An Junru Lu Muling Wu Tianlong Li ... Changze Lv Xiaoqing Zheng Di Yin Xing Sun Xuanjing Huang 296 1 0 25 Sep 2024
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models Haoran Que Feiyu Duan Liqun He Yutao Mou Wangchunshu Zhou ... Ge Zhang Junran Peng Zhaoxiang Zhang Songyang Zhang Kai Chen LM&MA ELM VLM 207 33 0 24 Sep 2024
KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory SystemsIEEE International Conference on Robotics and Automation (ICRA), 2024 Zixuan Wang Bo Yu Junzhe Zhao Wenhao Sun Sai Hou Shuai Liang Xing Hu Yinhe Han Yiming Gan 322 10 0 23 Sep 2024
SimulBench: Evaluating Language Models with Creative Simulation TasksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Qi Jia Xiang Yue Tianyu Zheng Jie Huang Bill Yuchen Lin LM&MA 125 7 0 11 Sep 2024
RNR: Teaching Large Language Models to Follow Roles and Rules Kuan-Chieh Wang Alexander Bukharin Haoming Jiang Qingyu Yin Zhengyang Wang ... Chao Zhang Bing Yin Xian Li Jianshu Chen Shiyang Li ALM 162 2 0 10 Sep 2024
Personality Alignment of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Minjun Zhu Linyi Yang Yue Zhang Yue Zhang ALM 276 20 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 273 13 0 08 Aug 2024
DDK: Distilling Domain Knowledge for Efficient Large Language Models Jiaheng Liu Chenchen Zhang Jinyang Guo Yuanxing Zhang Haoran Que ... Congnan Liu Yuchi Xu Jiamang Wang Lin Qu Bo Zheng 197 29 0 23 Jul 2024
Structure-aware Domain Knowledge Injection for Large Language Models Kai-Chun Liu Ze Chen Zhihang Fu Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Yue Wu Jieping Ye 121 0 0 23 Jul 2024
PersLLM: A Personified Training Approach for Large Language Models Zheni Zeng Jiayi Chen Haotian Chen Shi Yu Yuxuan Chen Zhenghao Liu Zhiyuan Liu Maosong Sun LLMAG 379 4 0 17 Jul 2024
Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior Pedro Henrique Luz de Araujo Benjamin Roth 231 15 0 02 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 201 17 0 27 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 215 5 0 21 Jun 2024
Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner Kenneth Li Yiming Wang Fernanda Viégas Martin Wattenberg 186 10 0 17 Jun 2024