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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
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
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement SimulationCode1
In-Context Learning User Simulators for Task-Oriented Dialog 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
UserSimCRS: A User Simulation Toolkit for Evaluating Conversational Recommender SystemsCode1
Agentic Feedback Loop Modeling Improves Recommendation and User SimulationCode1
Advances and Challenges in Conversational Recommender Systems: A Survey—0
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems—0
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems—0
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
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
An Unsupervised Approach to User Simulation: Toward Self-Improving Dialog Systems—0
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models—0
CIRCLE: Multi-Turn Query Clarifications with Reinforcement Learning—0
Leveraging Centric Data Federated Learning Using Blockchain For Integrity Assurance—0
Generative Goal-Driven User Simulation for Dialog Management—0
Continuously Learning Neural Dialogue Management—0
Explainable Agreement through Simulation for Tasks with Subjective Labels—0
Interactive Query Clarification and Refinement via User Simulation—0
An In-depth Investigation of User Response Simulation for Conversational Search—0
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