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User Simulation

Simulation of user interacting with a dialog system

Papers

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Showing 1–50 of 64 papers

TitleStatusHype
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue DatasetCode4
User Behavior Simulation with Large Language Model based AgentsCode2
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender SystemsCode2
Agentic Feedback Loop Modeling Improves Recommendation and User SimulationCode1
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement SimulationCode1
In-Context Learning User Simulators for Task-Oriented Dialog SystemsCode1
UserSimCRS: A User Simulation Toolkit for Evaluating Conversational Recommender SystemsCode1
BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog SystemsCode1
Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue SystemsCode1
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
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
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems—0
Leveraging User Simulation to Develop and Evaluate Conversational Information Access Agents—0
CIRCLE: Multi-Turn Query Clarifications with Reinforcement Learning—0
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue—0
User Simulation for Evaluating Information Access Systems—0
Theoretical Analysis on the Efficiency of Interleaved Comparisons—0
An In-depth Investigation of User Response Simulation for Conversational Search—0
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical CuesCode0
Leveraging Centric Data Federated Learning Using Blockchain For Integrity Assurance—0
Interactive Query Clarification and Refinement via User Simulation—0
Analyzing and Simulating User Utterance Reformulation in Conversational Recommender SystemsCode0
Evaluating Mixed-initiative Conversational Search Systems via User SimulationCode0
State of the Art of User Simulation approaches for conversational information retrieval—0
Reactive and Safe Road User Simulations using Neural Barrier CertificatesCode0
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems—0
Advances and Challenges in Conversational Recommender Systems: A Survey—0
Evaluating Conversational Recommender Systems via User SimulationCode0
Energy-efficient Deployment of Multiple UAVs Using Ellipse Clustering to Establish Base Stations—0
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data AugmentationCode0
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