Large Language Model-Based Role-Play Simulation

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8 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Wiki-Talkie: Multilingual Benchmarking of Persona-Based Agents on Real-World Discussions

    Oct 6, 2026Dennis Fucci, Andrea Bacciu, Dong Liu +2Multilingual Language Model EvaluationLarge Language Model-Based Role-Play Simulation

    Amazon

  2. When a Kindergartener Solves Calculus: Measuring Capability Leakage in Role-Prompted Reasoning Models

    Sep 30, 2026Pakhapoom Sarapat, Saksorn Ruangtanusak, Kunat Pipatanakul +1Large Language Model-Based Role-Play SimulationLLM Security

    SCB DataX · Nanyang Technological University

  3. From Learner Behavior to Reusable Skills for Effective and Efficient Learner Simulation

    Sep 29, 2026Zijian Chen, Zheng Zhang, Miao Jia +3Large Language Model-Based Role-Play SimulationLLM Agent Skill Learning

    National University of Defense Technology · Nanyang Technological University · The Hong Kong Polytechnic University +1

  4. OSPD: On-Policy Self-Distillation for Persona-Consistent Dialogue

    Sep 28, 2026Rui Xu, Yikai Zhang, Aili Chen +3Large Language Model-Based Role-Play SimulationPersona Consistency

    Fudan University · Shanghai Innovation Institute

  5. PersMem: Internalizing Personality into Dual-Pathway Memory for LLM Agents

    Sep 28, 2026Hanzhong Zhang, Ziwei Xiang, Weicheng Xie +2Agent MemoryLarge Language Model-Based Role-Play Simulation

    Department of Computer Science, University of Exeter, United Kingdom · School of Marxism, Nanjing University, China · Shenzhen University, China +1

  6. Screen Before You Serve: Simulation for Production Customer Experience AI Agents at 140M Scale

    Sep 24, 2026Edesio Alcoba, Kevin Rossell, Aman Gupta +13Large Language Model-Based Role-Play SimulationCustomer Support Automation

    Nubank · Guardrails AI

  7. Adversarial Closed-Loop Curriculum for Evolving Role-Playing Agents

    Sep 23, 2026Zheng Zhang, Liu Liu, Qi Chai +4Large Language Model-Based Role-Play SimulationAdversarial Scenario Generation

    The Hong Kong University of Science and Technology (Guangzhou) · Tencent · Shanghai Jiao Tong University

  8. RoleBreak: Benchmarking Long-Horizon Role-Playing Robustness in Spoken Dialogue

    Sep 15, 2026Yuqi Wang, Fengyuan Liu, Haochen Luo +2Large Language Model-Based Role-Play SimulationSpeech Generation Evaluation

    The University of Hong Kong · Kami AI

  9. KuaiRP Series Role-playing Models Technical Report

    Sep 12, 2026Yipeng Wang, Ziwei Zhang, Jiahui Zhang +2Large Language Model-Based Role-Play SimulationKnowledge Augmentation for Language Models

    Kuaishou GameMind Lab

  10. CHARM: Character Hallucination for Multicultural Role Play Benchmark

    Sep 1, 2026Sunkyung Han, Nahyeon Park, Gaeun Seo +2LLM EvaluationLarge Language Model-Based Role-Play Simulation

    Sungkyunkwan University, Suwon, South Korea · Adobe Research, CA, USA

  11. Investigating Assistant Bias in LLM User Simulators Using a Role Vector

    Sep 1, 2026Daeheon Jeong, Yoonjoo Lee, Eugene Choi +2Large Language Model-Based Role-Play SimulationUser Simulation

    1KAIST · University of Michigan · 3Seoul National University +2

  12. "Many Are My Names": The Anatomy of the Assistant and Its Personas via Sparse Autoencoders

    Aug 8, 2026Adelaide Danilov, Aria Nourbakhsh, Oleksandr Marchenko Breneur +1Large Language Model-Based Role-Play SimulationPersonality Modeling in Language Models

    Department of Computer Science, Faculty of Science, Technology and Medicine, University of Luxembourg

  13. TRACE Bench: Task-driven Roleplay Agentic Checklist Evaluation

    Jul 31, 2026Jiahui Zhang, Ziwei Zhang, Yipeng Wang +7Large Language Model-Based Role-Play SimulationAgent Evaluation

    Kuaishou GameMind Lab

  14. Beyond Borrowed Histories: Person-Aligned User Simulation for Interactive Role-Playing Evaluation

    Jul 30, 2026Yuhang Zhu, Mingxuan Du, Benfeng Xu +3LLM EvaluationLarge Language Model-Based Role-Play Simulation

    University of Science and Technology of China · MetaStone · MetaStone Technology, Beijing, China

  15. Toward Anthropomorphic Dialogue: A Closed-Loop Framework for Human-Like Chat Generation, Evaluation, and Preference Alignment

    Jul 19, 2026Wentao Liu, Siyu Song, Xi Chen +4LLM AlignmentLarge Language Model-Based Role-Play Simulation

    1Shanghai Institute of Innovation · 2East China Normal University · University of Science and Technology of China +3

  16. Improving General Role-Playing Agents via Psychology-Grounded Reasoning and Role-Aware Policy Optimization

    Jun 25, 2026Zhenhua Xu, Dongsheng Chen, Jian Li +7Large Language Model-Based Role-Play SimulationPersonality Modeling in Language Models

    1Zhejiang University · 2Tencent Youtu Lab

  17. DeSRPA: Decoupled Speech Role-Playing Agent via Inference-Time Intervention

    Jun 16, 2026Wenqiu Tang, Zhen Wan, Takahiro Komamizu +1Large Language Model-Based Role-Play SimulationSpoken Dialogue Systems

    Nagoya University, Nagoya, Aichi, Japan · National Institute of Informatics, Tokyo, Japan

  18. Orchestrated Reality: From Role-Play to Living, Playable Game Worlds -- LLM-Driven World Simulation as a Parameterized-Action POMDP

    Jun 14, 2026Yuhang Huang, Chenmiao Li, Chaowei FangLarge Language Model-Based Role-Play SimulationLLM Agent Orchestration

    The University of Tokyo, Japan · Individual Researcher, Japan

  19. If These Walls Could Talk: Critical Play with Large Language Models in Museums

    Jun 14, 2026Anders Sundnes LøvlieLarge Language Model-Based Role-Play SimulationLLM Reliability

  20. Persona-Pruner: Sculpting Lightweight Models for Role-Playing

    Jun 12, 2026Jinsu Kim, Jihoon Tack, Noah Lee +1LLM PruningLarge Language Model-Based Role-Play Simulation

    Department of Artificial Intelligence, Korea University, Seoul, South Korea · Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea

  21. When Role-playing, Do Models Believe What They Say?

    Jun 9, 2026Benjamin Sturgeon, David Africa, Sid BlackLarge Language Model-Based Role-Play SimulationPersonality Modeling in Language Models

    MATS

  22. ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?

    Jun 4, 2026Woojung Song, Nalim Kim, Sangjun Song +3Large Language Model-Based Role-Play SimulationPersonality Modeling in Language Models

    Graduate School of Data Science, Seoul National University

  23. Who Am I? History-Aware Profiles for Student Simulation in Tutoring Dialogues

    May 28, 2026Zhangqi Duan, Shuyan Huang, Alexander Scarlatos +3Large Language Model-Based Role-Play SimulationIntelligent Tutoring Systems

    University of Massachusetts Amherst · 2Eedi

  24. DynSess: Dynamic Session-Level Evaluation and Optimization Framework for Role-Playing Agents

    May 28, 2026Rongsheng Zhang, Jiji Tang, Junnan Ren +6Large Language Model-Based Role-Play SimulationLong-Horizon Agent Evaluation

    1Zhejiang University · 2Fuxi AI Lab, NetEase Inc. · 3Xiamen University

  25. Personality, Role, and Expressive Style in Large Language Models: An Interactionist Analysis

    May 27, 2026Moe Nagao, Koichiro Terao, Mikio Nakano +1Large Language Model-Based Role-Play SimulationLLM Prompting

    Okayama Prefectural University · AI & Humans Lab · C4A Research Institute

  26. From Facts to Insights: A Persona-Driven Dual Memory Framework and Dataset for Role-Playing Agents

    May 25, 2026Rongsheng Zhang, Ruofan Hu, Weijie Chen +7Large Language Model-Based Role-Play SimulationPersonality Modeling in Language Models

    Zhejiang University · Fuxi AI Lab, Netease Inc.

  27. PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models

    May 16, 2026Wenlong Shi, Jianxun Lian, Mingqi Wu +5Large Language Model-Based Role-Play SimulationPersonality Modeling in Language Models

    College of Computer Science and Software Engineering, Shenzhen University, China · Microsoft Research Asia · Microsoft Gaming +2

  28. How Well Do Large Language Models Capture Human Personality?

    May 12, 2026Aanisha Bhattacharyya, Yaman Kumar Singla, Rajiv Ratn Shah +2LLM EvaluationRepresentation Collapse

    Adobe Media and Data Science Research (MDSR) · IIIT-Delhi · SUNY at Buffalo

  29. SalesSim: Benchmarking and Aligning Multimodal Language Models as Retail User Simulators

    May 8, 2026Yada Pruksachatkun, Elaine Wan, Lyanna Chen +2RL for Language ModelsLarge Language Model-Based Role-Play Simulation

    Salesforce Research · University of California Los Angeles

  30. Reward-Decomposed Reinforcement Learning for Immersive Video Role-Playing

    May 6, 2026Miao Wang, Yuling Shi, Yijiang Li +8Grounded Text GenerationLarge Language Model-Based Role-Play Simulation

    1Nanjing University · 2Shanghai Jiao Tong University · University of California, San Diego +3