{"total":21,"rows":[{"id":"2603.03303","title":"HumanLM: Simulating Users with State Alignment Beats Response Imitation","created":"2026-02-07","cited_by_count":37,"area":null},{"id":"2601.04436","title":"Learning to Simulate Human Dialogue","created":"2026-01-07","cited_by_count":9,"area":null},{"id":"2604.24698","title":"The Chameleon's Limit: Investigating Persona Collapse and Homogenization in Large Language Models","created":"2026-04-27","cited_by_count":8,"area":null},{"id":"2606.19336","title":"Learning User Simulators with Turing Rewards","created":"2026-06-17","cited_by_count":7,"area":null},{"id":"2605.07847","title":"Measuring and Mitigating the Distributional Gap Between Real and Simulated User Behaviors","created":"2026-05-08","cited_by_count":6,"area":null},{"id":"2602.00016","title":"PTCBENCH: Benchmarking Contextual Stability of Personality Traits in LLM Systems","created":"2026-01-12","cited_by_count":4,"area":null},{"id":"2605.10659","title":"When Can Digital Personas Reliably Approximate Human Survey Findings?","created":"2026-05-11","cited_by_count":4,"area":null},{"id":"2604.25096","title":"The Dynamics of Delusion: Modeling Bidirectional False Belief Amplification in Human-Chatbot Dialogue","created":"2026-04-28","cited_by_count":3,"area":null},{"id":"2605.21401","title":"Open-source LLMs administer maximum electric shocks in a Milgram-like obedience experiment","created":"2026-05-20","cited_by_count":2,"area":null},{"id":"2606.17657","title":"Using Cognitive Models to Improve Language Model Simulation of Human Persuasion Games","created":"2026-06-16","cited_by_count":2,"area":null},{"id":"2605.13307","title":"PRISM-X: Experiments on Personalised Fine-Tuning with Human and Simulated Users","created":"2026-05-13","cited_by_count":1,"area":null},{"id":"2607.10428","title":"Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging","created":"2026-07-11","cited_by_count":1,"area":null},{"id":"2603.06138","title":"Partial Policy Gradients for RL in LLMs","created":"2026-03-06","cited_by_count":0,"area":null},{"id":"2605.06856","title":"Benchmarked Yet Not Measured -- Generative AI Should be Evaluated Against Real-World Utility","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2605.08334","title":"CustomerSim: Benchmarking and Aligning Multimodal Language Models as Retail User Simulators","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2606.13696","title":"AGORA: Can Deliberation and Governance Gates Absorb Participation Bias in Transit Planning?","created":"2026-05-31","cited_by_count":0,"area":null},{"id":"2607.21627","title":"Do Modules Stay in Their Lane? Role Drift in Compound LLM Systems","created":"2026-07-07","cited_by_count":0,"area":null},{"id":"2609.12623","title":"SteerDuplex: Steerable Duplex Speech Dialogue Models","created":"2026-09-11","cited_by_count":0,"area":null},{"id":"2609.22607","title":"Pretrained Persona Mixture Models and Tandem Models for Human Simulation","created":"2026-09-18","cited_by_count":0,"area":null},{"id":"2609.34571","title":"PersonaManifold: Revealing and Exploiting Curved Geometry in LLM Persona Representations","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.34948","title":"Proactive Dialogue Policy Optimization via Cognitive-State Transition","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}