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User Simulation

Simulation of user interacting with a dialog system

Papers

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Showing 1–25 of 64 papers

TitleStatusHype
ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues?—0
The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems—0
Thought-Augmented Planning for LLM-Powered Interactive Recommender AgentCode0
LLM-Based User Simulation for Low-Knowledge Shilling Attacks on Recommender Systems—0
Exploring Human-Like Thinking in Search Simulations with Large Language ModelsCode0
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models—0
User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation—0
VicSim: Enhancing Victim Simulation with Emotional and Linguistic Fidelity—0
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues—0
LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation—0
Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems—0
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation—0
Agentic Feedback Loop Modeling Improves Recommendation and User SimulationCode1
Multi-trait User Simulation with Adaptive Decoding for Conversational Task AssistantsCode0
Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies—0
Reformulating Conversational Recommender Systems as Tri-Phase Offline Policy Learning—0
Towards a Formal Characterization of User Simulation Objectives in Conversational Information AccessCode0
Identifying Breakdowns in Conversational Recommender Systems using User SimulationCode0
Lusifer: LLM-based User SImulated Feedback Environment for online Recommender systemsCode0
Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility StudyCode0
USimAgent: Large Language Models for Simulating Search UsersCode0
Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation—0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—0
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement SimulationCode1
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems—0
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