SOTAVerified

User Simulation

Simulation of user interacting with a dialog system

Papers

Showing 150 of 64 papers

TitleStatusHype
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue DatasetCode4
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender SystemsCode2
User Behavior Simulation with Large Language Model based AgentsCode2
Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue SystemsCode1
UserSimCRS: A User Simulation Toolkit for Evaluating Conversational Recommender SystemsCode1
In-Context Learning User Simulators for Task-Oriented Dialog SystemsCode1
BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog SystemsCode1
Agentic Feedback Loop Modeling Improves Recommendation and User SimulationCode1
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement SimulationCode1
Evaluating Mixed-initiative Conversational Search Systems via User SimulationCode0
Analyzing and Simulating User Utterance Reformulation in Conversational Recommender SystemsCode0
A User Simulator for Task-Completion DialoguesCode0
Evaluating Conversational Recommender Systems via User SimulationCode0
Exploring Human-Like Thinking in Search Simulations with Large Language ModelsCode0
How to Build User Simulators to Train RL-based Dialog SystemsCode0
Identifying Breakdowns in Conversational Recommender Systems using User SimulationCode0
Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility StudyCode0
Lusifer: LLM-based User SImulated Feedback Environment for online Recommender systemsCode0
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical CuesCode0
Multi-trait User Simulation with Adaptive Decoding for Conversational Task AssistantsCode0
Reactive and Safe Road User Simulations using Neural Barrier CertificatesCode0
Thought-Augmented Planning for LLM-Powered Interactive Recommender AgentCode0
Towards a Formal Characterization of User Simulation Objectives in Conversational Information AccessCode0
USimAgent: Large Language Models for Simulating Search UsersCode0
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data AugmentationCode0
Interactive Query Clarification and Refinement via User Simulation0
User Modeling for Task Oriented Dialogues0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents0
Leveraging Centric Data Federated Learning Using Blockchain For Integrity Assurance0
Leveraging User Simulation to Develop and Evaluate Conversational Information Access Agents0
LLM-Based User Simulation for Low-Knowledge Shilling Attacks on Recommender Systems0
LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation0
A Generative Model for User Simulation in a Spatial Navigation Domain0
Massive MIMO relaying with linear precoding in correlated channels under limited feedback0
Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies0
User Simulation for Evaluating Information Access Systems0
User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation0
Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems0
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems0
Optimizing human-interpretable dialog management policy using Genetic Algorithm0
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue0
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems0
Reformulating Conversational Recommender Systems as Tri-Phase Offline Policy Learning0
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems0
An Unsupervised Approach to User Simulation: Toward Self-Improving Dialog Systems0
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues0
State of the Art of User Simulation approaches for conversational information retrieval0
Statistical User Simulation for Spoken Dialogue Systems: What for, Which Data, Which Future?0
Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems0
Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation0
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