{"total":212,"rows":[{"id":"2406.01171","title":"Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization","created":"2024-06-03","cited_by_count":208,"area":null},{"id":"2502.04180","title":"Multi-agent Architecture Search via Agentic Supernet","created":"2025-02-06","cited_by_count":179,"area":"agents"},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2406.14228","title":"EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms","created":"2024-06-20","cited_by_count":113,"area":"agents"},{"id":"2504.02234","title":"LLM Social Simulations Are a Promising Research Method","created":"2025-04-03","cited_by_count":99,"area":null},{"id":"2502.02542","title":"OverThink: Slowdown Attacks on Reasoning LLMs","created":"2025-02-04","cited_by_count":96,"area":"lr"},{"id":"2501.07278","title":"Lifelong Learning of Large Language Model based Agents: A Roadmap","created":"2025-01-13","cited_by_count":83,"area":"agents"},{"id":"2412.03563","title":"From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents","created":"2024-12-04","cited_by_count":82,"area":"agents"},{"id":"2503.16527","title":"LLM Generated Persona is a Promise with a Catch","created":"2025-03-18","cited_by_count":81,"area":null},{"id":"2407.17387","title":"PERSONA: A Reproducible Testbed for Pluralistic Alignment","created":"2024-07-24","cited_by_count":73,"area":"alignment"},{"id":"2503.11733","title":"LLM Agents for Education: Advances and Applications","created":"2025-03-14","cited_by_count":59,"area":"agents"},{"id":"2505.08054","title":"FalseReject: A Resource for Improving Contextual Safety and Mitigating Over-Refusals in LLMs via Structured Reasoning","created":"2025-05-12","cited_by_count":58,"area":"lr"},{"id":"2604.07729","title":"Emotion Concepts and their Function in a Large Language Model","created":"2026-04-09","cited_by_count":57,"area":null},{"id":"2406.10996","title":"Towards Lifelong Dialogue Agents via Timeline-based Memory Management","created":"2024-06-16","cited_by_count":51,"area":"agents"},{"id":"2407.11484","title":"The Oscars of AI Theater: A Survey on Role-Playing with Language Models","created":"2024-07-16","cited_by_count":48,"area":null},{"id":"2602.06052","title":"A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents","created":"2026-01-14","cited_by_count":44,"area":"agents"},{"id":"2503.17003","title":"A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications","created":"2025-03-21","cited_by_count":42,"area":"alignment"},{"id":"2410.19346","title":"AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios","created":"2024-10-25","cited_by_count":40,"area":"agents"},{"id":"2412.05631","title":"CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds","created":"2024-12-07","cited_by_count":38,"area":null},{"id":"2412.15266","title":"On the Structural Memory of LLM Agents","created":"2024-12-17","cited_by_count":37,"area":"agents"},{"id":"2509.03730","title":"The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs","created":"2025-09-03","cited_by_count":36,"area":null},{"id":"2503.23434","title":"Towards Trustworthy GUI Agents: A Survey","created":"2025-03-30","cited_by_count":34,"area":"agents"},{"id":"2407.18369","title":"AI Safety in Generative AI Large Language Models: A Survey","created":"2024-07-06","cited_by_count":33,"area":null},{"id":"2505.07176","title":"Internet of Agents: Fundamentals, Applications, and Challenges","created":"2025-05-12","cited_by_count":31,"area":"agents"},{"id":"2601.02845","title":"TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents","created":"2026-01-06","cited_by_count":31,"area":"agents"},{"id":"2410.14012","title":"LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education","created":"2024-10-17","cited_by_count":28,"area":null},{"id":"2504.10147","title":"A Survey of Personalization: From RAG to Agent","created":"2025-04-14","cited_by_count":27,"area":"rag"},{"id":"2410.23041","title":"Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval","created":"2024-10-30","cited_by_count":26,"area":"rag"},{"id":"2410.23426","title":"Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?","created":"2024-10-30","cited_by_count":26,"area":null},{"id":"2502.09082","title":"CoSER: A Comprehensive Literary Dataset and Framework for Training and Evaluating LLM Role-Playing and Persona Simulation","created":"2025-02-13","cited_by_count":26,"area":null},{"id":"2412.08389","title":"SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent","created":"2024-12-11","cited_by_count":24,"area":"agents"},{"id":"2412.03920","title":"A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios","created":"2024-12-05","cited_by_count":23,"area":"agents"},{"id":"2510.05174","title":"Emergent Coordination in Multi-Agent Language Models","created":"2025-10-05","cited_by_count":23,"area":"agents"},{"id":"2502.14642","title":"How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation","created":"2025-02-20","cited_by_count":22,"area":null},{"id":"2502.20968","title":"Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs","created":"2025-02-28","cited_by_count":22,"area":null},{"id":"2408.04203","title":"MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents","created":"2024-08-08","cited_by_count":21,"area":null},{"id":"2501.11549","title":"Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas","created":"2025-01-20","cited_by_count":19,"area":"alignment"},{"id":"2501.03151","title":"Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches","created":"2025-01-06","cited_by_count":18,"area":"mllm"},{"id":"2604.24977","title":"A Survey on LLM-based Conversational User Simulation","created":"2026-04-27","cited_by_count":18,"area":null},{"id":"2406.18921","title":"Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data","created":"2024-06-27","cited_by_count":17,"area":null},{"id":"2502.13775","title":"VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare","created":"2025-02-19","cited_by_count":17,"area":"alignment"},{"id":"2503.00771","title":"Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity","created":"2025-03-02","cited_by_count":17,"area":"agents"},{"id":"2505.08807","title":"Security of Internet of Agents: Attacks and Countermeasures","created":"2025-05-12","cited_by_count":17,"area":"agents"},{"id":"2603.25973","title":"MemoryCD: Benchmarking Long-Context User Memory of LLM Agents for Lifelong Cross-Domain Personalization","created":"2026-03-26","cited_by_count":17,"area":"agents"},{"id":"2412.09796","title":"AutoPatent: A Multi-Agent Framework for Automatic Patent Generation","created":"2024-12-13","cited_by_count":16,"area":"agents"},{"id":"2505.19433","title":"Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression","created":"2025-05-26","cited_by_count":16,"area":"agents"},{"id":"2406.14952","title":"ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models","created":"2024-06-21","cited_by_count":15,"area":null},{"id":"2407.01505","title":"Self-Cognition in Large Language Models: An Exploratory Study","created":"2024-07-01","cited_by_count":15,"area":null},{"id":"2502.12566","title":"Exploring the Impact of Personality Traits on LLM Bias and Toxicity","created":"2025-02-18","cited_by_count":14,"area":null},{"id":"2502.16940","title":"Reasoning Does Not Necessarily Improve Role-Playing Ability","created":"2025-02-24","cited_by_count":14,"area":"lr"},{"id":"2509.18052","title":"The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies","created":"2025-09-22","cited_by_count":14,"area":null},{"id":"2408.10903","title":"BEYOND DIALOGUE: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model","created":"2024-08-20","cited_by_count":13,"area":null},{"id":"2504.03255","title":"Inherent and emergent liability issues in LLM-based agentic systems: a principal-agent perspective","created":"2025-04-04","cited_by_count":13,"area":"agents"},{"id":"2506.06958","title":"Simulating Society Requires Simulating Thought","created":"2025-06-08","cited_by_count":13,"area":"lr"},{"id":"2506.20020","title":"Persona-Assigned Large Language Models Exhibit Human-Like Motivated Reasoning","created":"2025-06-24","cited_by_count":13,"area":"lr"},{"id":"2602.02613","title":"Exploring Silicon-Based Societies: An Early Study of the Moltbook Agent Community","created":"2026-02-02","cited_by_count":13,"area":"agents"},{"id":"2502.20356","title":"Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs","created":"2025-02-27","cited_by_count":12,"area":"alignment"},{"id":"2507.22897","title":"RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems","created":"2025-06-25","cited_by_count":12,"area":null},{"id":"2605.20204","title":"RealUserSim: Bridging the Reality Gap in Agent Benchmarking via Grounded User Simulation","created":"2026-04-07","cited_by_count":12,"area":"agents"},{"id":"2406.17624","title":"Self-assessment, Exhibition, and Recognition: a Review of Personality in Large Language Models","created":"2024-06-25","cited_by_count":11,"area":null},{"id":"2508.17573","title":"Humanizing Machines: Rethinking LLM Anthropomorphism Through a Multi-Level Framework of Design","created":"2025-08-25","cited_by_count":11,"area":"lr"},{"id":"2510.10157","title":"BILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation","created":"2025-10-11","cited_by_count":11,"area":null},{"id":"2511.04962","title":"Too Good to be Bad: On the Failure of LLMs to Role-Play Villains","created":"2025-11-07","cited_by_count":11,"area":null},{"id":"2407.05305","title":"MINDECHO: Role-Playing Language Agents for Key Opinion Leaders","created":"2024-07-07","cited_by_count":10,"area":"agents"},{"id":"2501.14225","title":"Multi-agent KTO: Reinforcing Strategic Interactions of Large Language Model in Language Game","created":"2025-01-24","cited_by_count":10,"area":"agents"},{"id":"2507.20352","title":"RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing","created":"2025-07-27","cited_by_count":10,"area":null},{"id":"2508.09074","title":"CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization","created":"2025-08-12","cited_by_count":10,"area":"lr"},{"id":"2601.21459","title":"HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playing","created":"2026-01-29","cited_by_count":10,"area":"lr"},{"id":"2602.11583","title":"The Five Ws of Multi-Agent Communication: Who Talks to Whom, When, What, and Why -- A Survey from MARL to Emergent Language and LLMs","created":"2026-02-12","cited_by_count":10,"area":"agents"},{"id":"2406.10190","title":"CHIRON: Rich Character Representations in Long-Form Narratives","created":"2024-06-14","cited_by_count":9,"area":null},{"id":"2409.11726","title":"Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing","created":"2024-09-18","cited_by_count":9,"area":null},{"id":"2504.10886","title":"Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment","created":"2025-04-15","cited_by_count":9,"area":"alignment"},{"id":"2504.16939","title":"A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions","created":"2025-04-07","cited_by_count":9,"area":"agents"},{"id":"2505.15616","title":"LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models","created":"2025-05-21","cited_by_count":9,"area":"lr"},{"id":"2507.20187","title":"Diversity-Enhanced Reasoning for Subjective Questions","created":"2025-07-27","cited_by_count":9,"area":"lr"},{"id":"2601.11007","title":"AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing","created":"2026-01-16","cited_by_count":9,"area":"agents"},{"id":"2504.13643","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","created":"2025-04-18","cited_by_count":7,"area":"wm"},{"id":"2505.19003","title":"Aligning LLM with human travel choices: a persona-based embedding learning approach","created":"2025-05-25","cited_by_count":7,"area":null},{"id":"2508.06635","title":"Valid Inference with Imperfect Synthetic Data","created":"2025-08-08","cited_by_count":7,"area":"synth"},{"id":"2412.04905","title":"DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling","created":"2024-12-06","cited_by_count":6,"area":null},{"id":"2501.01652","title":"MIRAGE: Exploring How Large Language Models Perform in Complex Social Interactive Environments","created":"2025-01-03","cited_by_count":6,"area":null},{"id":"2502.12149","title":"HARBOR: Exploring Persona Dynamics in Multi-Agent Competition","created":"2025-02-17","cited_by_count":6,"area":"agents"},{"id":"2507.17147","title":"CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards","created":"2025-07-23","cited_by_count":6,"area":null},{"id":"2508.04698","title":"FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data","created":"2025-08-06","cited_by_count":6,"area":"alignment"},{"id":"2510.24222","title":"HACK: Hallucinations Along Certainty and Knowledge Axes","created":"2025-10-28","cited_by_count":6,"area":null},{"id":"2601.07023","title":"CloneMem: Benchmarking Long-Term Memory for AI Clones","created":"2026-01-11","cited_by_count":6,"area":null},{"id":"2407.02345","title":"MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space","created":"2024-07-02","cited_by_count":5,"area":null},{"id":"2409.13752","title":"Thinking Before Speaking: A Role-playing Model with Mindset","created":"2024-09-14","cited_by_count":5,"area":"lr"},{"id":"2409.14710","title":"ERABAL: Enhancing Role-Playing Agents through Boundary-Aware Learning","created":"2024-09-23","cited_by_count":5,"area":"agents"},{"id":"2409.16973","title":"Adaptive Self-Supervised Learning Strategies for Dynamic On-Device LLM Personalization","created":"2024-09-25","cited_by_count":5,"area":null},{"id":"2503.08193","title":"Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents","created":"2025-03-11","cited_by_count":5,"area":"lr"},{"id":"2505.07705","title":"Codifying Character Logic in Role-Playing","created":"2025-05-12","cited_by_count":5,"area":null},{"id":"2505.12814","title":"PsyMem: Fine-grained psychological alignment and Explicit Memory Control for Advanced Role-Playing LLMs","created":"2025-05-19","cited_by_count":5,"area":null},{"id":"2506.12263","title":"A Survey of Foundation Models for IoT: Taxonomy and Criteria-Based Analysis","created":"2025-06-13","cited_by_count":5,"area":null},{"id":"2509.07370","title":"PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions","created":"2025-09-09","cited_by_count":5,"area":null},{"id":"2511.21722","title":"German General Social Survey Personas: A Survey-Derived Persona Prompt Collection for Population-Aligned LLM Studies","created":"2025-11-19","cited_by_count":5,"area":null},{"id":"2602.12662","title":"Think Fast and Slow: Step-Level Cognitive Depth Adaptation for LLM Agents","created":"2026-02-13","cited_by_count":5,"area":"lr"},{"id":"2602.15028","title":"Long Context, Less Focus: A Scaling Gap in LLMs Revealed through Privacy and Personalization","created":"2026-02-16","cited_by_count":5,"area":null},{"id":"2603.00024","title":"Personalization Increases Affective Alignment but Has Role-Dependent Effects on Epistemic Independence in LLMs","created":"2026-02-03","cited_by_count":5,"area":null},{"id":"2604.11048","title":"A Systematic Analysis of the Impact of Persona Steering on LLM Capabilities","created":"2026-04-13","cited_by_count":5,"area":null}],"next_cursor":"100"}