user simulation

AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts ACL 2026 Efficient Agent Evaluation via Diversity-Guided User Simulation ACL 2026 EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User’s Internal World ACL 2026 EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue ACL 2026 Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation EACL 2026 Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation ACL 2026 SDialog: A Python Toolkit for End-to-End Agent Building, User Simulation, Dialog Generation, and Evaluation EACL 2026 Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners AAAI 2026 Thinking Alignment of Scenario-Oriented User Simulation ACL 2026 VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning AAAI 2026 Consistent Client Simulation for Motivational Interviewing-based Counseling ACL 2025 Evaluating Conversational Agents with Persona-driven User Simulations based on Large Language Models: A Sales Bot Case Study EMNLP 2025 Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles ACL 2025 LLM-Powered User Simulator for Recommender System AAAI 2025 SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025 SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation ACL 2025 Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation EMNLP 2025 Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action EMNLP 2025 VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation CVPR 2025 BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024 DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues COLING 2024 Educational Dialogue Systems for Visually Impaired Students: Introducing a Task-Oriented User-Agent Corpus COLING 2024 Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation NAACL 2024 Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants EMNLP 2024 PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator ACL 2024