Persona Consistency

Ask about this topic

Momentum

3 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 16

All topics
CardsList

  1. The Persona Is Still There, but Who Is Speaking? Latent Identity Reversion in Persistent AI Agents

    Oct 1, 2026David Fraile NavarroPersona ConsistencyPersonality Modeling in Language Models

    Centre for Health Informatics, Australian Institute of Health Innovation Macquarie University, Sydney, Australia

  2. 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

  3. Emergi-PersonaOS: A Persona Agent Operating System for Situational Adaptation and Controllable Evolution

    Sep 23, 2026Haoluan Fu, Keni Chen, Xinyu Jia +3Persona ConsistencyPersona-Conditioned Generation

    Emergi Lab of Qianzhen Digital Tech, China · Hangzhou Dianzi University, China

  4. Best Friends, Not Forever: Evaluating Long-Horizon Persona Collapse and Behavioral Drift in AI Companions

    Jul 30, 2026Pranav Narayanan Venkit, Akshara Prabhakar, Yu Li +2Persona ConsistencyLong-Horizon Agent Evaluation

    Salesforce AI Research

  5. Identity from the Outside: A Conceptual Framework and Research Program for AI Personality Clones

    Jul 27, 2026Luc E. BrunetPersona ConsistencyPersonality Modeling in Language Models

    R&D Mediation

  6. Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging

    Jul 11, 2026Jinglan Gong, Jiefan Lu, Hewei Guo +5Language Model Generation EvaluationPersona Consistency

    SenseTime Research · University of Science and Technology of China · Tsinghua University

  7. AutoPersonas: A Multi-Timescale Loop Engine for Open-Ended Persona Evolution

    Jul 9, 2026Mengchen LiPersona ConsistencyHuman Behavior Simulation

    Latrix

  8. The Dual Nature of LLM Persona: Aggregated Tendencies and Frame-Dependent Geometry

    Jul 2, 2026Yuan YuanPersona ConsistencyPersonality Modeling in Language Models

    Independent Researcher.

  9. Persona Non Grata: LLM Persona-Driven Generations in MCQA are Unstable in Distinct Dimensions

    Jul 1, 2026César Guerra-Solano, Xiang Lorraine LiLLM EvaluationLanguage Model Generation Evaluation

    Department of Computer Science, University of Pittsburgh

  10. A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI

    May 29, 2026Atahan KaragozLLM AlignmentPersona Consistency

    Department of Computer Science University of Basel Basel, Switzerland

  11. CRPO: Character-centric Group Relative Policy Optimization for Role-aware Reasoning in Role-playing Agents

    May 25, 2026Yihong Tang, Kehai Chen, Liang Yue +2RL for Language ModelsPersona Consistency

    Institute of Computing and Intelligence, Harbin Institute of Technology, Shenzhen, China · Shenzhen Loop Area Institute (SLAI), Shenzhen, China · The Chinese University of Hong Kong, Shenzhen, China

  12. A Heterogeneous Temporal Memory Governance Framework for Long-Term LLM Persona Consistency

    May 14, 2026Zhao Yang, Wang Huan, Li Yingshuo +2Memory-Augmented Language ModelsPersona Consistency

    Changchun Kelaile Technology Co., Ltd, Qinglong Road, Luyuan District, Changchun, 130000, Jilin, China. · School of Electronic Information, Zhongshan Institute, University of Electronic Science and Technology of China, No. 1 Xueyuan Road,2026 Zhongshan, 528402, Guangdong, China.

  13. Simulating Eating Disorder Patients with LLMs: Evaluating Psychological Persona Stability in Multi-Turn Conversations

    May 12, 2026Jennifer Haase, Jana Gonnermann-Müller, See Heng Yim +3Persona ConsistencyPersonality Modeling in Language Models

    Weizenbaum Institute, Berlin, Germany · HU Berlin, Berlin, Germany · Zuse Institute Berlin, Berlin, Germany +1

  14. Nautilus Compass: Black-box Persona Drift Detection for Production LLM Agents

    May 11, 2026Chunxiao WangAgent MemoryAI Agent Reliability

    Yiluo Technology Co., Ltd.

  15. Characterizing the Consistency of the Emergent Misalignment Persona

    Apr 30, 2026Anietta Weckauff, Yuchen Zhang, Maksym AndriushchenkoLanguage Model Safety EvaluationPersona Consistency

    ELLIS Institute Tübingen, Max Planck Institute for Intelligent Systems, Tübingen AI Center

  16. MASCOT: Multi-Agent Socio-Collaborative Companion Systems

    Jan 20, 2026Yiyang Wang, Yiqiao Jin, Alex Cabral +1Multi-Agent LLM SystemsMulti-Agent System Optimization

    Georgia Institute of Technology · Massachusetts Institute of Technology