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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
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender SystemsCode2
User Behavior Simulation with Large Language Model based AgentsCode2
Agentic Feedback Loop Modeling Improves Recommendation and User SimulationCode1
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement SimulationCode1
UserSimCRS: A User Simulation Toolkit for Evaluating Conversational Recommender SystemsCode1
In-Context Learning User Simulators for Task-Oriented Dialog SystemsCode1
Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue SystemsCode1
BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog SystemsCode1
ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues?—0
Energy-efficient Deployment of Multiple UAVs Using Ellipse Clustering to Establish Base Stations—0
Explainable Agreement through Simulation for Tasks with Subjective Labels—0
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models—0
Generative Goal-Driven User Simulation for Dialog Management—0
Advances and Challenges in Conversational Recommender Systems: A Survey—0
A Generative Model for User Simulation in a Spatial Navigation Domain—0
An In-depth Investigation of User Response Simulation for Conversational Search—0
An Unsupervised Approach to User Simulation: Toward Self-Improving Dialog Systems—0
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems—0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—0
CIRCLE: Multi-Turn Query Clarifications with Reinforcement Learning—0
Continuously Learning Neural Dialogue Management—0
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems—0
Optimizing human-interpretable dialog management policy using Genetic Algorithm—0
Reformulating Conversational Recommender Systems as Tri-Phase Offline Policy Learning—0
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems—0
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues—0
State of the Art of User Simulation approaches for conversational information retrieval—0
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 Systems—0
Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation—0
The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems—0
Theoretical Analysis on the Efficiency of Interleaved Comparisons—0
User Modeling for Task Oriented Dialogues—0
User Simulation for Evaluating Information Access Systems—0
User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation—0
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue—0
VicSim: Enhancing Victim Simulation with Emotional and Linguistic Fidelity—0
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation—0
Interactive Query Clarification and Refinement via User Simulation—0
Leveraging Centric Data Federated Learning Using Blockchain For Integrity Assurance—0
Leveraging User Simulation to Develop and Evaluate Conversational Information Access Agents—0
LLM-Based User Simulation for Low-Knowledge Shilling Attacks on Recommender Systems—0
LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation—0
Massive MIMO relaying with linear precoding in correlated channels under limited feedback—0
Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies—0
Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems—0
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems—0
Identifying Breakdowns in Conversational Recommender Systems using User SimulationCode0
How to Build User Simulators to Train RL-based Dialog SystemsCode0
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